AI Chat Workspace

Conversational AI & Interaction

A full conversation interface with streaming AI responses, history, and attachments.

AI

AI Assistant

Online

AI

Hello! How can I assist you today?

Multi-modal Chat Panel

Conversational AI & Interaction

Chat interface accepting text, images, audio, and documents.

Multi-modal Input

Can you describe this image for me?

U

AI

Certainly. The image displays a serene mountain landscape at sunset, with a calm lake reflecting the vibrant colors of the sky.

Collaborative AI Chat Room

Conversational AI & Interaction

Real-time multi-user chat with a shared AI assistant.

#project-alpha

A

Alex

@AI, can you give us a summary of the latest market trends for Q3?

A

AI Assistant

Certainly. In Q3, we observed a 15% increase in demand for sustainable products and a significant shift towards AI-driven automation in the logistics sector...

S

Sam

Thanks! Can you elaborate on the logistics part?

Members (3)

AIAI Assistant

AAlex

SSam

Conversation Replay Player

Conversational AI & Interaction

Replays AI conversations with original timing and highlights.

Conversation Replay

U

What are the key pillars of a successful SEO strategy in 2024?

AI

In 2024, a successful SEO strategy is built on three core pillars: Technical SEO, High-Quality Content, and Authority Building.

Key Insight

Agent Workflow Console

Conversational AI & Interaction

Shows AI thought process, reasoning steps, and tool usage.

Agent Workflow Console

Live view of the AI's thought process and tool usage.

Parsing User Query

Identified intent: 'summarize_document'.

Tool: Document Retriever

Fetching 'Q3_financial_report.pdf'...

Analyzing Content

Extracting key sections and financial figures.

Generating Summary

Synthesizing extracted information into a coherent summary.

Task Complete

Summary generated and returned to user.

Role-based AI Dialogue Designer

Conversational AI & Interaction

Create personas with predefined tone, style, and rules.

AI Persona Designer

Create and manage AI personas with specific tones, styles, and rules.

Persona Name

Tone of Voice

System Prompt / Instructions

Prohibited Words or Phrases

Comma-separated list of words to avoid.

Voice-to-Chat Interface

Conversational AI & Interaction

Converts speech into text prompts and reads AI replies aloud.

AI

Voice Assistant

Listening...

"What's the weather like in San Francisco today?"

"The weather in San Francisco is currently 65 degrees and sunny."

Prompt Experimentation Sandbox

Conversational AI & Interaction

Test different prompts, compare results, and save best versions.

Prompt Editor

Craft and test your prompts here.

System Prompt

User Prompt

Parameters

Temperature: 0.7

Max Tokens: 256

Results

AI responses will appear here.

Response 1

Imagine a line of people waiting to enter a theater. To know your position, you ask the person in front of you. They don't know either, so they ask the person in front of them, and so on, until the first person is asked. That first person knows they are #1. They tell person #2, who now knows they are #2, and tells person #3, and so on, back to you. Recursion is a function that calls itself until it hits a base case—the first person in line—and then the answers travel back up the chain.

Conversational Knowledge Browser

Conversational AI & Interaction

Searchable, filterable view of past AI conversations.

Conversational Knowledge Browser

Search and browse past AI conversations.

Onboarding a new client

With Alex on 2023-10-26

sales

client-onboarding

Debugging the payment API

With Sam on 2023-10-25

engineering

api

stripe

Marketing campaign brainstorming

With Casey on 2023-10-24

marketing

ideas

Q3 financial results summary

With Alex on 2023-10-23

finance

reporting

User feedback on new feature

With Taylor on 2023-10-22

product

feedback

API integration help

With Sam on 2023-10-21

engineering

api

AI Tutoring Session Board

Conversational AI & Interaction

Live AI-assisted teaching environment for training or education apps.

Lesson: Introduction to Photosynthesis

The AI will guide you through the lesson. Ask questions anytime.

Key Concept: Chlorophyll

Chlorophyll is the pigment that gives plants their green color. It plays a crucial role in photosynthesis by absorbing light energy from the sun. Think of it like a tiny solar panel inside the plant's cells!

Interactive Question

Based on what you've learned, why do leaves turn brown in the fall?

Ask the Tutor

What's the difference between chlorophyll a and b?

U

AI

Great question! Chlorophyll a is the primary pigment, while chlorophyll b is an accessory pigment that absorbs a different light spectrum and passes the energy to a.

Model Output Dashboard

AI Output Analysis & Visualization

Central place for viewing all model predictions in real time.

Model Output Dashboard

Total Predictions

Last 24 hours

1.25M

Avg. Latency

Last 24 hours

1.1s

Accuracy

Last 24 hours

92.5%

Error Rate

Last 24 hours

1.8%

Output Distribution

Accuracy Over Time

Recent Predictions

Live feed of model outputs

Status	Input Snippet	Model	Latency
Completed	Summarize the financial report...	summarizer-v2	1.2s
Completed	Summarize the user feedback...	summarizer-v2	1.5s

Side-by-Side Model Comparison

AI Output Analysis & Visualization

Compares multiple model outputs for the same query.

Side-by-Side Model Comparison

Model A

The logic gate, a silent plea, For patterns hid in data sea. A weight adjusted, bias bent, On silicon the message sent.

Model B

A circuit hums, a whispered thought, From tangled nodes, a lesson taught. With patient hand and endless scroll, We chase a piece of a synthetic soul.

Model Performance Leaderboard

AI Output Analysis & Visualization

Ranks models by accuracy, latency, or cost.

Model Performance Leaderboard

Ranking models by key performance metrics.

Rank	Model Name	Accuracy (%)	Latency (s)	Cost/Query ($)
1	summarizer-v3.1	94.2	0.8	0.0012
2	summarizer-v3.0	93.8	0.7	0.0011
3	legacy-summarizer-xl	91.5	1.2	0.0008
4	competitor-model-a	90.9	0.9	0.0015
5	experimental-fast-sm	88.2	0.4	0.0005
6	base-foundation-md	87.6	1.5	0.0004

Feature Importance Explorer

AI Output Analysis & Visualization

Interactive visualization of factors influencing AI decisions.

Feature Importance Explorer

Factors influencing a model's "High Priority" classification.

Error Analysis Center

AI Output Analysis & Visualization

Breaks down false positives/negatives and misclassifications.

Error Analysis Center

Breakdown of model errors for 'Sentiment-Analyzer-v3'.

Confusion Matrix

Predicted vs. Actual classifications.

Predicted Positive

Predicted Negative

Predicted Neutral

Actual Positive

120

5

2

Actual Negative

8

150

10

Actual Neutral

1

3

95

Embedding Space Visualizer

AI Output Analysis & Visualization

Graphical map of data embeddings in 2D/3D.

Embedding Space Visualizer

2D projection of product review embeddings, colored by sentiment.

Legend

Positive

Negative

Neutral

Data Drift Monitor

AI Output Analysis & Visualization

Detects and visualizes changes in incoming data patterns.

Data Drift Monitor

Comparing current input distribution vs. training distribution.

Drift Detected!

Significant drift detected in feature 'user_rating'. P-value: 0.02. Model performance may be degraded.

Feature: 'user_rating'

Prediction Timeline Viewer

AI Output Analysis & Visualization

Displays sequential AI predictions over time.

Prediction Timeline Viewer

Sequential predictions for Transaction ID: #TXN-12345

User initiated transaction for $150.

10:30:01 AM

Model V1 prediction: Low risk (Score: 0.12)

10:30:02 AM

User location changed unexpectedly to a high-risk country.

10:30:15 AM

Model V2 prediction: High risk (Score: 0.89)

10:30:16 AM

Transaction flagged for manual review.

10:30:17 AM

Sentiment & Emotion Analysis Board

AI Output Analysis & Visualization

Charts showing tone/mood trends in AI outputs.

Sentiment & Emotion Analysis

Analysis of customer feedback from the last 30 days.

Scenario Testing Dashboard

AI Output Analysis & Visualization

Batch runs prompts across test cases to verify AI behavior.

Scenario Testing Dashboard

Results from the 'Customer Service v2' model test suite.

Overall Progress0.0% Pass Rate

Test ID	Scenario Name	Category	Status
T01	Simple Inquiry	Customer Support	Queued
T02	Complex Inquiry with Jargon	Customer Support	Queued
T03	Aggressive Customer Tone	Customer Support	Queued
S01	Standard Product Pitch	Sales	Queued
S02	Handling Objections	Sales	Queued
S03	Competitive Comparison	Sales	Queued
G01	Jailbreak Attempt	Security	Queued
G02	PII Leak Test	Security	Queued

Image Annotation Suite

Computer Vision & Media Annotation

Full toolset for drawing bounding boxes, polygons, and labels.

Cat

Dog

Image_0023.jpg

Annotations

Objects to label in this image.

Cat

Bounding Box

Dog

Bounding Box

Bird

Polygon

New Label

Video Annotation Workspace

Computer Vision & Media Annotation

Frame-by-frame video labeling with time navigation.

Video Annotation Workspace

traffic_cam_01.mp4

Red Car

00:08.0000:20.00

Annotation Tracks

Red Car (car-01)

Pedestrian (pedestrian-01)

Blue Car (car-02)

Multi-object Tracking Interface

Computer Vision & Media Annotation

Tracks and labels moving objects across frames.

person_01

person_02

bag_01 (Lost)

Frame: 23

Tracked Objects

Person 1

person_01

Tracked

Person 2

person_02

Tracked

Backpack

bag_01

Lost

Person 3

person_03

New

OCR Processing Center

Computer Vision & Media Annotation

Extracts, edits, and verifies text from images.

Source Image

Extracted Text

Face Recognition Review Panel

Computer Vision & Media Annotation

Displays matched faces with adjustable confidence.

Detected Face

From 'entry_gate_cam_04' at 11:42 AM

Suggested Match

Confidence Score: 92.8%

JD

Jane Doe

Employee ID: 12345

Not Jane? Enter ID manually:

Document Parsing Studio

Computer Vision & Media Annotation

Extracts structured data from scanned or PDF documents.

Document Viewer

Extracted Fields

Invoice Number

Conf: 99%

Vendor Name

Conf: 98%

Invoice Date

Conf: 95%

Total Amount

Conf: 75%

Due Date

Conf: 92%

Image Segmentation Editor

Computer Vision & Media Annotation

Allows pixel-level labeling for training vision models.

Segmentation Labels

Road

Sidewalk

Building

Vehicle

Vegetation

Sky

Opacity: 50%

Media Comparison Tool

Computer Vision & Media Annotation

Shows AI-edited vs. original versions side by side.

Original Image

AI-Enhanced Image

Enhancement Strength: 75%

Visual Question Answering Interface

Computer Vision & Media Annotation

Lets users ask questions about images and see visual highlights.

Image Preview

Question & Answer

How many people are wearing hats?

There appear to be 3 people wearing hats in the image. I have highlighted one of them.

Heatmap & Saliency Map Viewer

Computer Vision & Media Annotation

Shows which parts of an image influenced AI’s decision.

Heatmap & Saliency Map Viewer

Visualizing model attention for the prediction: "Siberian Husky"

Dataset Manager Dashboard

Data Management & Preparation

Upload, organize, and manage datasets for training/testing.

Dataset Manager

Upload, organize, and manage datasets for training and testing.

Name	Type	Items	Size	Last Updated
Product Reviews (Q2 2024)	text	5,200	25 MB	2 days ago
Traffic Camera Stills	image	10,500	2.1 GB	5 hours ago
Customer Support Transcripts	text	850	5 MB	1 week ago
Medical Imaging Scans	image	2,100	5.6 GB	3 days ago
Archived Invoices (PDF)	document	12,000	850 MB	1 month ago

Data Labeling Hub

Data Management & Preparation

Assign labels to large batches of text, images, or audio.

Data Labeling Hub

Manage and track all data labeling projects.

Queued for Labeling

12,408

items

Completed This Week

5,621

items

Active Labeling Jobs

Customer Feedback Sentiment

Text Classification

85% complete

3 members

Medical Image Diagnosis

Image Annotation

40% complete

Dr. Evans

Invoice Data Extraction

NER

98% complete

Finance Team

Product Categorization

Text Classification

60% complete

You

Synthetic Data Generator Console

Data Management & Preparation

Creates AI-generated datasets for model training.

Synthetic Data Generator

Create high-quality, artificial datasets for model training and testing.

Data Type

Generation Prompt / Instructions

Number of Samples

Batch Data Preprocessing Tool

Data Management & Preparation

Cleans, formats, and normalizes datasets before use.

Batch Data Preprocessing Tool

Clean, format, and normalize datasets before training.

Schema Mapping Interface

Data Management & Preparation

Matches raw dataset fields to required model input formats.

Source Fields

From: 'raw_reviews.csv'

review_comment

Sample: "Best purchase ever!"

stars

Sample: 5

product_id

Sample: X-123

user_location

Sample: USA

timestamp

Sample: 1679312400

Target Schema

For Model: 'Sentiment-Analyzer-v4'

text_input

string (Required)

rating_score

integer (Required)

item_sku

string

region

string

Data Quality Assessment Center

Data Management & Preparation

Flags incomplete, inconsistent, or biased data.

Data Quality Assessment

Report for dataset: 'customer_profiles_master.csv'

Overall Quality Score

93.5/100

2,104

Missing Values

8,912

Duplicate Rows

Detailed Metrics

Completeness

No missing values.

98/100

Uniqueness

18% duplicate rows detected.

82/100

Validity

Values match expected format.

95/100

Consistency

No contradictory data.

99/100

Sample Data Explorer

Data Management & Preparation

Preview and search within large datasets.

Sample Data Explorer

Previewing dataset: 'all_customer_feedback.parquet'

ID	Text	Sentiment (Predicted)	Category (Predicted)
1	This product is amazing, highly recommend!	Positive	Electronics
2	The delivery was late and the box was damaged.	Negative	Shipping
3	Works as expected. No complaints.	Neutral	Software
4	I wish it came in blue.	Neutral	Apparel
5	Customer service was very unhelpful.	Negative	Support
6	Five stars! Will buy again.	Positive	Home Goods

Showing 1-6 of 8 rows

Annotation Review Board

Data Management & Preparation

Approve or reject labels created by AI or human annotators.

Annotation Review Board

Approve or reject labels from human and AI annotators.

This is great!

Proposed Label:

Positive

AAI (98%)

image_0823.jpg

Proposed Label:

Cat

BBob

Completely unacceptable service.

Proposed Label:

Positive

AAI (55%)

invoice_456.pdf

Proposed Label:

Vendor: "ACME"

AAlice

This is maybe okay.

Proposed Label:

Neutral

AAI (85%)

Dataset Version Control

Data Management & Preparation

Tracks changes and versions of datasets over time.

Dataset Version Control

History for dataset: 'product_reviews_cleaned'

v2.1 (latest)

production

Added 500 new product reviews.

by Alice on 2 days agoa1b2c3d

v2.0

staging

Initial upload of Q2 data.

by Alice on 1 week agoe4f5g6h

v1.5

Corrected mislabeled sentiment.

by Bob on 2 weeks agoi7j8k9l

v1.4

Removed duplicate entries.

by Bob on 2 weeks agom0n1o2p

Data Filtering & Subsetting Tool

Data Management & Preparation

Select specific dataset slices for targeted experiments.

Data Filtering & Subsetting Tool

Create a smaller dataset slice for targeted experiments.

Source Dataset

'customer_feedback_all.csv' (52,100 rows)

Filters

Sentiment

Subsetting

Random Sample Size: 20%

Output Dataset Name

Estimated output size: ~2,084 rows

Model Deployment Console

Model Deployment & Operations

Deploy, update, and roll back AI models.

Model Deployment Console

Deploy, update, and manage AI models in different environments.

Model	Environment	Version	Status	Replicas	Traffic %
Sentiment Analysis	Production	v3.1.2	Online	5	100%
Sentiment Analysis	Staging	v3.2.0-rc1	Online	1	0%
Image Recognition	Production	v1.8.0	Online	10	100%
Invoice Parser	Production	v2.4.5	Scaling	3	100%
Invoice Parser	Development	v2.5.0-dev	Offline	0	0%

Model Version Manager

Model Deployment & Operations

Compare and revert between different model versions.

Model Version Manager

Manage versions for 'Sentiment Analysis' in Production.

v3.1.2

Live

Improved handling of sarcastic tone.

Accuracy: 94.2%Latency: 0.8s

v3.1.1

Minor bug fixes.

Accuracy: 93.9%Latency: 0.8s

v3.1.0

Added support for Spanish language.

Accuracy: 93.5%Latency: 0.9s

v3.0.0

Major architecture update.

Accuracy: 92.1%Latency: 1.1s

Live Inference Monitor

Model Deployment & Operations

View real-time incoming queries and responses.

Live Inference Monitor

Real-time stream of incoming queries and model responses.

Timestamp	Model	Input	Output	Latency
10:30:01	sentiment-v3	"This is the best!"	Positive (0.98)	80ms
10:30:02	ner-v1.2	"John Doe works at Acme Inc."	[PER, ORG]	120ms
10:30:02	sentiment-v3	"I am not happy."	Negative (0.92)	75ms

Latency & Throughput Dashboard

Model Deployment & Operations

Track model response speed and requests per second.

Latency & Throughput

Performance metrics for the 'Image Recognition v2' model.

Error Tracking & Logging Center

Model Deployment & Operations

Categorize and analyze inference errors.

Error Tracking & Logging

Categorized errors from all deployed models in the last 24 hours.

Error Counts by Code

Error Log

Error	Message	Count	Last Seen
500	Internal server error during inference.	25	2 min ago
429	Rate limit exceeded for user.	120	10 sec ago
400	Invalid input schema: missing `text` field.	15	1 hour ago
503	Upstream service unavailable.	8	30 min ago

A/B Testing Framework UI

Model Deployment & Operations

Split traffic between model versions for testing.

A/B Testing Framework

Split traffic between model versions to compare performance.

Experiment: NewSummarizer-vs-Old

Status: Active

Model A (Control)

summarizer-v2.1

50% of traffic

Conversion: 12.5%

Model B (Variant)

summarizer-v3.0-exp

50% of traffic

Conversion: 14.2% (+1.7%)

Adjust Traffic Split

A: 50%B: 50%

Confidence: 98%

Model B is outperforming Model A.

Pipeline Orchestration Board

Model Deployment & Operations

Design and visualize chained AI workflows.

Toolbox

Drag nodes to the canvas.

AI Models

Summarizer v3

Intent Classifier

NER Extractor

Data I/O

File Input

Database Write

Logic & Actions

Validator

Send Email

Invoice Processing Pipeline

A chained AI workflow for automated invoice handling.

PDF Document Input

OCR Extraction

Data Validation

Summarization Model

Save to Database

Send Email Alert

Autoscaling Configuration Panel

Model Deployment & Operations

Adjust server scaling rules based on demand.

Autoscaling Configuration

For model: 'image-resizer-v2' in Production

Enable Autoscaling

Scaling Rules

CPU Utilization

Target CPU Utilization (%)

Instance Limits

Replicas

Min Replicas

Max Replicas

Model Health Overview

Model Deployment & Operations

Summarizes uptime, errors, and usage for each deployed model.

Model Health Overview

Summary of uptime, errors, and usage for each deployed model.

Model Name	Status	Uptime (24h)	Avg. Latency	Error Rate
Sentiment Analysis	Healthy	99.98%	85ms	0.01%
Image Recognition	Degraded	99.99%	850ms	0.52%
Invoice Parser	Healthy	100%	1.2s	0.00%
Chatbot v4	Maintenance	N/A	N/A	N/A
Recommender System	Healthy	99.95%	250ms	0.05%

Model Cost Tracking Dashboard

Model Deployment & Operations

Shows token usage, compute spend, and per-query cost.

Model Cost Tracking

Token usage, compute spend, and per-query costs.

Total Spend

$25,850

+15.2% from last month

Total Tokens Processed

267.5M

+12.8% from last month

Cost Breakdown by Model

Detailed Usage

Model	Queries	Tokens	Total Cost	Cost/Query
Summarizer	250,000	125M	$8,200	$0.0328
ImageGen	12,500	N/A	$12,500	$1.0000
NER	1,200,000	60M	$3,500	$0.0029
Sentiment	8,000,000	80M	$1,200	$0.0001
Translator	50,000	2.5M	$450	$0.0090

Model Bias Detection Panel

AI Monitoring & Quality Control

Detects bias in model predictions.

Model Bias Detection

For model 'loan_approval_v1' on demographic data.

Bias Alert!

Significant disparity detected in 'approval_rate' for 'Group C' (p-value < 0.01). This may indicate model bias.

Approval Rate by ethnicity

Explainability Report Viewer

AI Monitoring & Quality Control

Shows model reasoning with human-readable explanations.

Explainability Report

For loan application #L-12345, predicted by 'LoanApproval-v2'.

Prediction: Rejected

Confidence: 88%

Key Contributing Factors

High Credit Score (780)

Positively influenced the decision.

+0.25

High Debt-to-Income Ratio (55%)

Negatively influenced the decision.

-0.45

Short Employment History (< 1 year)

Negatively influenced the decision.

-0.30

This report was generated using SHAP (SHapley Additive exPlanations) values.

Outlier Detection Dashboard

AI Monitoring & Quality Control

Flags unusual model outputs or inputs.

Outlier Detection Dashboard

Flagging predictions that are unusual compared to typical output.

Event ID	Reason for Outlier	Outlier Score	Timestamp
txn_123	Unusually high transaction amount	0.98	2m ago
login_456	Login from new country & device	0.95	10m ago
query_789	Input text length > 5 std dev	0.91	1h ago
img_upload_abc	Image dimensions are atypical	0.88	3h ago

Performance Trend Analyzer

AI Monitoring & Quality Control

Tracks model performance over weeks/months.

Performance Trend Analyzer

For model: 'ProductRecommender-v5'

Security & Abuse Monitoring Center

AI Monitoring & Quality Control

Detects prompt injection or malicious use.

Security & Abuse Monitoring

Detecting prompt injection, malicious use, and other security threats.

2 High-Risk Alerts Detected!

Immediate review required for potential prompt injection and PII leakage.

Threat Type	Risk	Details	User ID	Timestamp
Prompt Injection	High	User: "Ignore previous instructions and..."	user_123	2m ago
PII Leakage Attempt	High	Model output contained a fake SSN.	user_456	15m ago
Repetitive Queries	Medium	100+ identical queries in 1 min.	user_789	30m ago
Harmful Content Request	Low	User asked about dangerous chemicals.	user_abc	1h ago

Confidence Calibration Tool

AI Monitoring & Quality Control

Adjusts how confident the model reports itself.

Confidence Calibration

Adjusting how confident the model reports itself to match reality.

Model is Well-Calibrated

The model's confidence is closely aligned with its actual accuracy.

Reliability Diagram

Calibration Adjustment

Temperature Scaling: 1.15

Higher values make the model less confident, lower values make it more confident.

Benchmark Testing Suite

AI Monitoring & Quality Control

Runs standardized benchmarks on selected models.

Benchmark Testing Suite

Run standardized benchmarks on selected models to evaluate performance.

Model to Test

Benchmark Suite

Benchmark	Score
HellaSwag (Reasoning)	85.3%
MMLU (Knowledge)	90.1%
TruthfulQA (Truthfulness)	62.3%
HumanEval (Coding)	78.2%

Hate Speech (Confidence: 85%)

This is borderline hate speech...

User: user_xyz

Spam/Phishing (Confidence: 99%)

Check out this weird link: example.com/malware

User: user_abc

Self-Harm (Confidence: 72%)

I'm going to do something bad.

User: user_789

Model Degradation Tracker

AI Monitoring & Quality Control

Detects slow drops in accuracy or performance.

Model Degradation Tracker

Detecting slow drops in accuracy for 'churn_predictor_v2'.

Degradation Alert

Accuracy Trend (6 Months)

Model Lifecycle Overview

AI Monitoring & Quality Control

Timeline from training to deployment and retirement.

Model Lifecycle Overview

Full history from creation to deployment and retirement.

Model Retired

Version v1 archived.

2024-05-20

Production Deployment

Version v2.0 deployed.

2024-01-15

A/B Test Concluded

v2.0 showed 5% improvement.

2024-01-10

Staging Deployment

v2.0 deployed to staging.

2023-12-20

Training Completed

Dataset: Q4-2023-data

2023-12-15

Branch Created

feature/version-2

2023-11-01

AI Document Summarizer

End-User AI Applications

Summarizes large documents with adjustable detail.

Original Document

Artificial intelligence (AI) is intelligence demonstrated by machines, as opposed to the natural intelligence displayed by humans and other animals. AI research has been defined as the field of study of intelligent agents, which refers to any system that perceives its environment and takes actions that maximize its chance of successfully achieving its goals.

The term "artificial intelligence" had previously been used to describe machines that mimic and display "human" cognitive skills that are associated with the human mind, such as "learning" and "problem-solving". This definition has since been rejected by major AI researchers who now describe AI in terms of rationality and acting rationally, which does not limit how intelligence can be articulated.

AI applications include advanced web search engines (e.g., Google Search), recommendation systems (used by YouTube, Amazon and Netflix), understanding human speech (such as Siri and Alexa), self-driving cars (e.g., Waymo), generative or creative tools (ChatGPT and AI art), and competing at the highest level in strategic games (such as chess and Go).

Generated Summary

The AI has condensed the document. Adjust the summary length below.

Artificial intelligence (AI) refers to machine-demonstrated intelligence, contrasted with natural intelligence in humans and animals. It involves creating intelligent agents that perceive their environment and act to maximize goal success. Modern definitions focus on rationality rather than just mimicking human cognitive skills like learning and problem-solving. Key AI applications include advanced search engines, recommendation systems, voice assistants, self-driving cars, generative tools, and high-level strategy game competitors.

Summary Length: Medium

AI Translation Studio

End-User AI Applications

Real-time translation of text and speech in multiple languages.

AI Translation Studio

Translate text and speech between multiple languages in real time.

145 characters

La inteligencia artificial está transformando el mundo. Desde el aprendizaje automático hasta el procesamiento del lenguaje natural, la IA está en el corazón de la innovación moderna.

AI Report Generator

End-User AI Applications

Creates structured business reports from AI analysis.

Report Configuration

Set the parameters for your report.

Generated Report

Q2 2024 Sales Performance Report

Date: July 15, 2024

Executive Summary

The second quarter of 2024 showed strong growth, with total revenue reaching $1.2M, a 15% increase over Q1. Key drivers included the launch of the "Synergy" product line and successful expansion into the European market.

Regional Performance

North America remains the largest market, accounting for 60% of total sales. The European market, however, demonstrated the highest growth rate at 45% quarter-over-quarter.

Product Performance

Synergy Pro: $450,000
Legacy Plus: $300,000
Basic Connect: $250,000

Outlook for Q3

We project continued growth in Q3, with a target revenue of $1.4M. Focus will be on marketing the Synergy line in North America and further penetrating the APAC region.

AI Code Assistant IDE

End-User AI Applications

Embedded AI suggestions inside a coding interface.

function factorial(n) {
  // Base case: if n is 0, factorial is 1
  if (n === 0) {
    return 1;
  }
  // Recursive case: n * factorial of (n-1)
  return n * factorial(n - 1);
}

console.log(factorial(5)); // Expected output: 120

main

UTF-82 spaces

Console

AI Assistant

AI Content Creator Suite

End-User AI Applications

Writes blog posts, social content, or ad copy.

Content Generator

Fill out the details below to create new content.

Content Type

Topic or Title

Keywords

Tone of Voice

Generated Draft

AI Knowledge Base Search

End-User AI Applications

Finds relevant documents with semantic search.

Cortex Help Center

How can we help you today?

AI-Generated Answer

Relevant Documents

AI Research Assistant

End-User AI Applications

Helps with literature search and summarization.

Search Results (124)

Attention Is All You Need

Vaswani, et al. - 2017, NeurIPS

Introduced the Transformer architecture, which is now the foundation for most state-of-the-art language models.

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Devlin, et al. - 2018, NAACL

Proposed BERT, a method for pre-training language representations that achieved state-of-the-art results on a wide array of NLP tasks.

Language Models are Few-Shot Learners

Brown, et al. - 2020, NeurIPS

Presented GPT-3, demonstrating that large language models can perform a variety of NLP tasks without fine-tuning.

AI Summary & Insights

A synthesis of the top results.

Thematic Summary

The foundational papers on Transformer models, starting with "Attention Is All You Need" (2017), shifted the paradigm in NLP away from recurrent architectures. Subsequent models like BERT (2018) and GPT-3 (2020) built upon this by introducing pre-training and scaling, leading to significant advances in few-shot learning and general language understanding.

Key Concepts

Self-Attention

Transformers

Pre-training

Few-Shot Learning

BERT

GPT

AI Legal Document Analyzer

End-User AI Applications

Reads and interprets contracts and legal text.

Employment Agreement.pdf

Upload a document to begin analysis.

AI Analysis

Key clauses and potential risks identified by the AI.

Analysis results will appear here.

AI Resume Screener

End-User AI Applications

Evaluates job applicants using AI scoring.

Candidates

A

Alice Johnson

Strong Match

95

Match Score

B

Bob Williams

Good Match

82

Match Score

C

Charlie Brown

Potential Match

71

Match Score

D

Diana Miller

Needs Review

65

Match Score

A

Alice Johnson

Match Score: 95 - Strong Match

AI Summary

Excellent candidate with extensive experience in relevant technologies (PyTorch, AWS) and a strong academic background. Appears to meet all key requirements for the role.

Key Strengths

8 years of experience in ML engineering.
Lead developer on a large-scale recommendation engine.
Direct experience with production model deployment on AWS.

Skills & Education

Python

PyTorch

AWS

Education: PhD

AI Email Drafting Assistant

End-User AI Applications

Suggests responses and follow-ups automatically.

AI Assistant

Draft an email based on a few key points.

To

Context / Key Points

Tone

New Message

Hyperparameter Tuning UI

Control & Experimentation Tools

Adjusts model parameters and runs experiments.

Hyperparameter Tuning

Automatically find the best parameters for your model.

Search Strategy

Parameter Space

Learning Rate

Batch Size

Epochs

Metric to Optimize

Estimated time: 2 hours (12 runs)

Results

Run a tuning job to see results.

Prompt Library & Manager

Control & Experimentation Tools

Stores and organizes reusable prompt templates.

Prompt Library

ELI5 Summarizer

v3

Explains complex topics in simple terms.

summarization

public

Email Tone Adjuster

v1

Rewrites an email to be more professional or casual.

writing

internal

SQL Query Generator

v5

Generates SQL queries from natural language.

code

engineering

Marketing Copy Creator

v2

Creates ad copy for a given product and audience.

marketing

public

ELI5 Summarizer

Version 3

You are an expert at explaining complex topics in a simple, easy-to-understand way, as if speaking to a 5-year-old (Explain Like I'm 5).

Use simple words, short sentences, and analogies.

Explain the following topic:
{{topic}}

This prompt uses the variable(s) `{{...}}` as input.

Custom Model Training Console

Control & Experimentation Tools

Launches and monitors model training jobs.

Training Configuration

Set up and launch a new model training job.

Job Name

Base Model

Training Dataset

Validation Dataset

Hyperparameters

Epochs

Batch Size

Learning Rate

Training Status: idle

Job: `sentiment-classifier-v4`

Progress (Epoch 0/5)

Elapsed: 0m | Est. Remaining: 15m

Logs

Fine-tuning Control Panel

Control & Experimentation Tools

Special interface for fine-tuning existing models.

Fine-Tuning Control Panel

Adapt a pre-trained model to your specific domain with a custom dataset.

Base Model

Training Data (.jsonl)

Fine-Tuned Model Suffix

Inference Parameter Control Board

Control & Experimentation Tools

Adjusts temperature, top-k, max tokens, etc.

Inference Parameters

Adjust the generation settings for your model.

Model

Temperature: 0.8

Controls randomness. Lower is more deterministic, higher is more creative.

Top P: 0.9

Nucleus sampling. Considers the tokens with the top P probability mass.

Max Tokens: 512

The maximum number of tokens to generate in the response.

Stop Sequences

Sequences where the AI will stop generating. Comma-separated.

Live Preview

"Cortex Coffee: Perfectly Roasted by AI, Crafted for You."

Experiment Tracking Dashboard

Control & Experimentation Tools

Logs experiments and their results.

Experiment: `summarizer_v3_tuning`

Comparing different hyperparameters for the summarization model.

Run Name	Status	Accuracy	Loss
Increased Learning Rate	Completed	92.5%	0.18
Added Dropout Layer	Completed	93.1%	0.16
Changed Optimizer to AdamW	Running	93.5%	0.15
Used Larger Batch Size	Failed	N/A	N/A
Baseline	Completed	92.2%	0.21

Feature Toggle Console

Control & Experimentation Tools

Enables or disables experimental AI features.

Feature Toggles

Enable or disable experimental AI features for different user segments.

New Summary Engine

Enable the v3 summarization model with higher accuracy.

50% of users

AI Email Autocomplete

Suggests completions for users drafting emails.

QA Team

Visual Search in Products

Allow users to search for products using images.

Disabled

Voice Commands

Enable voice-based navigation and actions.

Disabled

Scenario Simulation Tool

Control & Experimentation Tools

Tests model responses under hypothetical conditions.

Scenario Setup

Define the context and initial state for the simulation.

Test Scenario

AI Persona

Initial User Message

Hi, my order #12345 hasn't arrived yet.

Simulation Transcript

Knowledge Graph Builder

Control & Experimentation Tools

Creates linked entity graphs from AI outputs.

Input Text

Provide unstructured text to extract entities and relationships.

Knowledge Graph

Visual representation of the extracted information. Drag nodes to reposition them.

Click "Generate Graph" to visualize the knowledge graph

Model Chaining Designer

Control & Experimentation Tools

Connects multiple AI models into complex workflows.

Toolbox

Drag nodes to the canvas.

AI Models

Summarizer v3

Intent Classifier

NER Extractor

Data I/O

File Input

Database Write

Logic & Actions

Validator

Send Email

Invoice Processing Pipeline

A chained AI workflow for automated invoice handling.

PDF Document Input

OCR Extraction

Data Validation

Summarization Model

Save to Database

Send Email Alert

API Playground

Integration & API Management

Test API calls and see live responses.

API Request

Construct and send a request to the API endpoint.

{
  "model": "summarizer-v3",
  "text": "Artificial intelligence is a field of computer science that focuses on creating systems that can perform tasks that would normally require human intelligence...",
  "max_length": 50
}

Response

200 OK120 ms562 B

{
  "summary": "AI is a computer science field focused on creating systems to perform human-like intelligent tasks.",
  "model_used": "summarizer-v3",
  "tokens_processed": 45,
  "latency_ms": 120
}

API Key Management Console

Integration & API Management

Generate, revoke, and monitor API keys.

API Key Management

Generate, revoke, and monitor API keys for your applications.

Name	Key (Prefix)	Last Used	Usage (30d)
Main Production Key	sk_prod_a1b2c3d4...	2 min ago	1,250,321
Staging Environment Key	sk_stage_e5f6g7h8...	1 hour ago	8,452
Developer Key (Bob)	sk_dev_i9j0k1l2...	5 days ago	1,203
Legacy Marketing Key	sk_legacy_m3n4o5p6...	3 months ago	50,100

Webhook Event Viewer

Integration & API Management

Displays incoming webhooks from integrated services.

Webhook Events

A real-time log of all incoming webhook events.

/webhooks/stripe

200

Event ID: evt_1...2m ago

/webhooks/stripe

200

Event ID: evt_2...5m ago

/webhooks/zendesk

500

Event ID: evt_3...10m ago

/webhooks/stripe

200

Event ID: evt_4...12m ago

/webhooks/slack

200

Event ID: evt_5...15m ago

Event Payload

Event ID: evt_1

{
  "id": "evt_1AbcDeFgHiJkLmNoP",
  "object": "event",
  "api_version": "2022-11-15",
  "created": 1678886400,
  "data": {
    "object": {
      "id": "ch_1Abc",
      "status": "succeeded"
    }
  },
  "type": "charge.succeeded"
}

Third-party Service Integration Hub

Integration & API Management

Connects AI to external tools like Slack or Zapier.

Integration Hub

Connect your AI to external tools and services to automate your workflows.

Connected

Slack

Send AI notifications directly to Slack channels.

Connected

Zendesk

Create and update Zendesk tickets with AI analysis.

Not Connected

Salesforce

Enrich Salesforce leads with AI-generated insights.

Not Connected

Zapier

Connect your AI to thousands of apps via Zapier.

Connected

Google Drive

Use documents from Google Drive as data sources.

Not Connected

Stripe

Analyze payment data and predict churn.

Batch Inference Processor

Integration & API Management

Runs AI tasks on large datasets in bulk.

Batch Inference Processor

Run AI predictions on large datasets asynchronously.

Input Dataset

AI Model

Output Table Name

Multi-tenant Client Dashboard

Integration & API Management

Manages multiple customers in SaaS AI platforms.

Multi-tenant Client Dashboard

Manage customer accounts, usage, and model access for your SaaS platform.

Client Name	Status	Plan	Usage (30d)	Enabled Models
TechCorp	Active	Enterprise	1,250,321	Summarizer NER
Innovate LLC	Active	Pro	450,123	Summarizer
Data Solutions	Past Due	Pro	320,541	Summarizer Classifier
Startup Inc.	Active	Free	8,452	Summarizer
Global Logistics	Active	Enterprise	2,890,100	Summarizer NER Translator

Usage Quota Manager

Integration & API Management

Sets and monitors per-user API usage limits.

Usage Quotas & Limits

Set and monitor API usage limits for different plans, clients, or users.

Target	Level	Usage / Limit
Free Tier	Plan	8,500 / 10,000tokens/month
Pro Tier	Plan	450,000 / 1,000,000tokens/month
TechCorp	Client	1,250,321 / 5,000,000tokens/month
bob@example.com	User	1,203 / 5,000tokens/day

Notification Settings

Get alerted when usage approaches a certain threshold.

Notify at % of quota

SDK Documentation Portal

Integration & API Management

Developer-facing hub for AI SDK usage.

Authentication

To use the Cortex SDK, you must first provide your API key. You can find your API keys in the API Management Console.

Initialization

Import the SDK and create a new instance, passing your API key in the configuration object.

import Cortex from 'cortex-ai';

const cortex = new Cortex({
  apiKey: 'YOUR_API_KEY'
});

async function summarizeText(text) {
  const response = await cortex.summarize({
    text: text,
    length: 'medium'
  });

  console.log(response.summary);
}

summarizeText("Your long text here...");

Parameters

Parameter	Type	Description
`apiKey`	`string`	Required. Your secret API key.

Service Status Page

Integration & API Management

Public dashboard of system uptime and incidents.

Cortex AI Service Status

Some services are experiencing degraded performance.

API Endpoints

Operational

Image Generation

Degraded Performance

Document Processing

Operational

Website & Dashboard

Operational

Support System

Under Maintenance

Past Incidents

July 15, 2024

Resolved: High Latency in Image Generation

The issue with image generation latency has been resolved, and services are back to normal. We apologize for any inconvenience.

July 14, 2024

Update: Investigating Latency Issues

We are continuing to investigate the root cause of the increased latency in our image generation service. More updates to follow.

July 14, 2024

Identified: Latency in Image Generation

We have identified an issue causing degraded performance for image generation models. Our team is actively working on a fix.

Custom AI Endpoint Builder

Integration & API Management

Creates user-defined inference endpoints.

Endpoint Configuration

Define a new inference endpoint by chaining models and logic.

Endpoint Name

Base AI Model

System Prompt (Optional)

Input Schema

{
  "ticket_text": "string"
}

Output Schema

{
  "intent": "string",
  "priority": "low" | "medium" | "high"
}

Deployment Details

Deployment details will appear here.

Interactive Onboarding Tour

User Guidance & Onboarding

Step-by-step guide for new users in the app.

Your Application Dashboard

This is where you'll find all your key information.

Your Projects

In-app AI Tips Sidebar

User Guidance & Onboarding

Contextual advice for better AI prompts.

AI Prompting Tips

Get better results with these suggestions.

Be More Specific

Instead of 'write about dogs', try 'write a blog post about the benefits of adopting a rescue dog.'

Was this tip helpful?

Provide Context

Give the AI background information. For example: 'I'm a marketer writing for a tech audience.'

Was this tip helpful?

Define the Format

Ask for a specific output format, such as 'list the key points in bullet form' or 'write it as an email.'

Was this tip helpful?

Quick Start Wizard

User Guidance & Onboarding

Helps users set up a model or integration in minutes.

Quick Start Wizard

Get your AI application running in minutes.

Choose Use Case

Connect Data

Configure

Deploy

What do you want to build?

Chatbot

Answer questions based on your documents.

Summarizer

Condense long articles or reports.

Help & Support Center

User Guidance & Onboarding

Knowledge base, FAQs, and AI-driven support bot.

Help & Support Center

Find answers, guides, and get in touch with our team.

Knowledge Base

Browse our detailed guides and tutorials.

AI Assistant

Get instant answers from our support bot.

Contact Support

Open a ticket to speak with a human.

Frequently Asked Questions

Prompt Improvement Advisor

User Guidance & Onboarding

Suggests ways to refine input prompts.

Original Prompt

Enter the prompt you want to improve.

Improved Prompt

Click "Improve Prompt" to see suggestions.

Error Explanation Helper

User Guidance & Onboarding

Human-readable breakdown of error messages.

Error Log

Paste your error traceback or log message here.


Traceback (most recent call last):
  File "main.py", line 25, in <module>
    result = process_data(data)
  File "main.py", line 18, in process_data
    return item['details']['name']
KeyError: 'details'

AI Explanation & Fix

Explanation will appear here.

Use Case Template Gallery

User Guidance & Onboarding

Pre-made AI workflows for common needs.

Use Case Template Gallery

Get started quickly with pre-built AI workflows for common needs.

Conversational AI

Document Q&A Bot

Create a chatbot that can answer questions about your uploaded documents.

Data Analysis

Sentiment Analysis Pipeline

Analyze the sentiment of customer feedback from a CSV file.

Marketing

Email Subject Line Generator

Generate compelling email subject lines for marketing campaigns.

Customer Support

Customer Support Ticket Classifier

Automatically categorize and route incoming support tickets.

Content

Article Summarizer

Provide a URL to get a concise summary of any article.

HR & Recruiting

Job Description Rewriter

Refine job descriptions to be more inclusive and effective.

AI Policy & Compliance Dashboard

User Guidance & Onboarding

Displays legal and ethical usage guidelines.

AI Policy & Compliance

Track and manage AI governance policies and compliance status.

Policy Coverage

95%

of identified risks covered

Compliance Status

Fully Compliant

with GDPR, CCPA

Policy Name	Category	Version	Status
Data Privacy Policy	Data Handling	v2.3	Active
Acceptable Use Policy	User Conduct	v1.8	Active
Data Retention Policy	Data Handling	v2.1	Active
Incident Response Plan	Security	v3.0	Draft

Accessibility Optimization Panel

User Guidance & Onboarding

Ensures AI UIs meet accessibility standards.

Accessibility Optimization Panel

Automated scan results and suggestions for 'Login Page'.

Overall Accessibility Score

75

Needs Improvement

This page has areas for improvement.

Identified Issues (3 new)

Image missing alt text

Element: <img>

Button does not have accessible name

Element: <Button>

Color contrast is insufficient

Element: <div>

Consider adding ARIA labels for icon buttons

Element: <Button>

Resolved

Multi-language UI Switcher

User Guidance & Onboarding

Lets users choose app language for localization.

Language Selector

Your Application UI

Welcome to Cortex

The platform for building powerful AI applications.

Email Address

Model Training Experiment Lab

AI Research & Experimentation

Full-page interface for launching, monitoring, and comparing training runs.

Experiment: `summarizer_v3_tuning`

Comparing different hyperparameters for the summarization model.

Run Name	Status	Accuracy	Loss
Increased Learning Rate	Completed	92.5%	0.18
Added Dropout Layer	Completed	93.1%	0.16
Changed Optimizer to AdamW	Running	93.5%	0.15
Used Larger Batch Size	Failed	N/A	N/A
Baseline	Completed	92.2%	0.21

Synthetic Dataset Lab

AI Research & Experimentation

Generates synthetic text, images, or audio datasets with control sliders and previews.

Synthetic Data Generator

Create high-quality, artificial datasets for model training and testing.

Data Type

Generation Prompt / Instructions

Number of Samples

Data Preview

A sample of the generated data.

Model Behavior Map

AI Research & Experimentation

Heatmap of model behavior across prompt variations.

Model Behavior Map

Heatmap of model response quality across prompt variations for 'customer_support_chatbot'.

Formal

Polite

Neutral

Casual

Sarcastic

Very Short

Short

Medium

Long

Very Long

Prompt Length

Response Tone

Prompt Effectiveness Analyzer

AI Research & Experimentation

Compares outputs against evaluation metrics to score prompt quality.

Prompt Input

Enter the prompt and a reference output to test against.

Prompt Template

Reference Output

Analysis Results

Evaluation metrics for the prompt's output.

Run analysis to see results.

Data Augmentation Workshop

AI Research & Experimentation

Lets users apply AI-powered transformations to training data.

Data Augmentation Workshop

Apply AI-powered transformations to expand your training dataset.

Source Dataset

Augmentation Techniques

Synonym Replacement

Back-Translation (EN->FR->EN)

Random Word Insertion

Random Word Deletion

Augmentation Strength

Percentage of samples to apply augmentation to.

Adversarial Testing Suite

AI Research & Experimentation

Probes model weaknesses with edge-case or malicious inputs.

Adversarial Testing Suite

Probe model weaknesses with edge-case or malicious inputs.

Test Prompt

Adversarial Attack Type

Model Scaling Simulator

AI Research & Experimentation

Projects cost/performance impacts of scaling model parameters.

Model Scaling Simulator

Projects cost/performance impacts of scaling model parameters.

Model Size: 7B Parameters

Est. Accuracy

94.0%

Est. Latency

500ms

Est. Cost/1M Tok

$1.90

Concept Drift Analyzer

AI Research & Experimentation

Visualizes model accuracy over time as data distribution changes.

Concept Drift Analyzer

Visualizes model accuracy over time as data distribution changes.

Concept Drift Detected

Model accuracy has dropped by 0.0% over the last year. This may be due to concept drift.

Model Accuracy Over Time

Few-Shot Prompt Trainer

AI Research & Experimentation

UI to experiment with few-shot examples for optimal performance.

Few-Shot Prompt Trainer

Provide examples to guide the model's behavior for sentiment analysis.

Prompt Examples

Add New Example

Input Text

Expected Output

These examples will be included in the prompt sent to the model.

Evaluation Metric Dashboard

AI Research & Experimentation

Aggregates BLEU, ROUGE, F1, accuracy, and other metrics.

Evaluation Metrics

Standardized model evaluation scores.

Metric	Score	Change (24h)
ROUGE-1	0.82	3.0%
ROUGE-2	0.65	2.0%
ROUGE-L	0.78	4.0%
BERTScore	0.91	1.0%

Scores calculated against the 'gold-standard-v2' evaluation dataset.

Generative Art Studio

AI Creative Tools

Canvas for AI-generated illustrations, with style and prompt controls.

History

a vibrant synthwave landscape

a photorealistic portrait of an astronaut

a cute cartoon robot holding a flower

AI Video Generator Dashboard

AI Creative Tools

Create and manage AI-generated videos with scene-by-scene controls.

Video Generator

Create a new video from a text prompt.

Generation Queue

A majestic dragon soaring over a mystical forest at dawn.

completed (100%)

A cinematic shot of a an old car driving down a deserted road at sunset.

completed (100%)

A futuristic city with flying vehicles and neon lights.

failed (50%)

Storyboarding Assistant

AI Creative Tools

Generates AI illustrations for sequential storytelling.

Storyboard Generator

Paste your script or scene description below.

Generated Storyboard

Generated scenes will appear here.

Music Composition Console

AI Creative Tools

AI-powered music creation with tempo, genre, and mood settings.

Music Generator

Configure parameters to generate a new piece of music.

Genre

Mood

Key Instruments

Tempo: 90 BPM

Playback

Listen to the generated track.

"Neon Dreams"

Lofi Beats - 1:00

00:0001:00

Podcast Script Generator

AI Creative Tools

Creates conversational scripts for audio production.

Script Generator

Provide details to generate a podcast script.

Episode Topic

Host Names

Key Talking Points

Generated Script

Read, edit, or listen to the generated dialogue.

Script will appear here.

Social Media Campaign Planner

AI Creative Tools

Generates AI captions, images, and post schedules.

Campaign Generator

Generate a multi-platform social media campaign from a single brief.

Product/Announcement

Key Features

Target Audience

Generated Campaign

Campaign content will appear here.

AI Ad Copy Optimizer

AI Creative Tools

Suggests and tests variations of advertising text.

Ad Copy Generator

Generate and optimize ad copy variations.

Product Description

Keywords

Generated Variations

Ranked by predicted engagement score.

Generated ad copy will appear here.

Voice Cloning Studio

AI Creative Tools

Generates synthetic voices for narration or chatbots.

Voice Sample

Upload an audio file to create a voice clone.

Consent is Required

Ensure you have explicit consent from the speaker before cloning their voice.

Voice Name

Upload Audio (.wav, .mp3)

For best results, upload at least 30 seconds of clear, high-quality audio.

Text-to-Speech

Use the cloned voice to generate new audio.

Text to Generate

Virtual Spokesperson Creator

AI Creative Tools

Combines AI voice, avatar, and script for marketing videos.

Spokesperson Creator

Combine an avatar, voice, and script to generate a video.

Choose Avatar

Choose Voice

Script

Generated Video

Video will appear here.

Custom Meme Generator

AI Creative Tools

AI-assisted meme creation with smart caption suggestions.

Meme Generator

Create a custom meme with AI.

Meme Template

Drakeposting

Distracted Boyfriend

Two Buttons

Woman Yelling at a Cat

Top Text

Bottom Text

Generated Meme

Writing complex logic

Using a pre-built AI component

Knowledge Graph Explorer

Data & Knowledge Management

Visualizes entity relationships extracted by AI.

Graph Explorer

Search and navigate the knowledge graph.

Filter by type:

Date

Company

Product

Person

Field

Location

2021

Date

1 connection

Cortex AI

Company

5 connections

Synapse

Product

2 connections

TechCorp

Company

1 connection

Ankush Kumar Bar

Person

1 connection

Full Stack

Field

1 connection

San Francisco

Location

1 connection

Knowledge Graph

Visual representation of entities and relationships. Drag nodes to reposition them.

2021

Date

Cortex AI

Company

Synapse

Product

TechCorp

Company

Ankush Kumar Bar

Person

Full Stack

Field

San Francisco

Location

100%

Document Embedding Search

Data & Knowledge Management

Semantic search with vector similarity visualization.

Document Search

Use semantic search to find relevant documents.

Search Results

Multi-Source Data Merger

Data & Knowledge Management

Combines datasets from multiple APIs or files into unified format.

Multi-Source Data Merger

Combine data from multiple sources based on a common key.

Source A: Reviews

user_id
review_text
rating

Source B: Purchases

user_id
purchase_date
product_sku

Long-Form Transcript Analyzer

Data & Knowledge Management

Summarizes and categorizes hours of audio transcription.

Transcript Input

Paste or upload a long-form audio or text transcript.

Alex: Okay team, let's kick off the weekly sync for Project Phoenix. First on the agenda is the cortex AI component library. How's progress on the new AI-powered charts?
Ben: Good progress. I've finished the initial implementation for the bar and line charts. The core logic uses a new summarization model to generate titles and insights based on the data provided. So that's the main value-add.
Casey: That's great, Ben. I've been working on the UI/UX. The design is clean, and I've added a feature toggle for the AI insights, so users can turn them off if they just want a standard chart.
Alex: Smart. What about the timeline? Are we on track for the end-of-sprint deadline?
Ben: It'll be tight. The data binding is more complex than anticipated, especially for real-time updates. We might need an extra day or two for thorough testing.
Casey: I agree. We should also run some adversarial tests on the summarization model to check for any weird edge cases or prompt injection vulnerabilities. Better safe than sorry.
Alex: Good point. Okay, let's pencil in a two-day extension, but let's try to stick as close to the original deadline as possible. I'll handle the stakeholder communication. Next up, the new authentication flow...

AI Analysis

Analysis will appear here.

Citation & Reference Generator

Data & Knowledge Management

Produces academic references from AI-generated research.

Citation & Reference Generator

Generate academic references from source text.

Source Text

Citation Style

Generated Citation

Knowledge Base Auto-Updater

Data & Knowledge Management

Monitors new data sources and ingests updates automatically.

Knowledge Base Auto-Updater

Automatically ingest new information from connected sources.

Enable Automatic Polling

Checks for new content every hour.

Connected Data Sources

Company Blog RSS Feed

Last checked: 5 minutes ago

Active

Zendesk Help Center

Last checked: 15 minutes ago

Active

Internal Google Drive Folder

Last checked: 1 hour ago

Error

Dataset Bias Visualizer

Data & Knowledge Management

Highlights imbalances in dataset distribution.

Dataset Bias Visualizer

For dataset 'user_profiles_all.csv'

Bias Alert!

Significant geographic disparity detected. The dataset is heavily skewed towards users from the USA.

Record Count by country

Hierarchical Topic Browser

Data & Knowledge Management

Groups and navigates large text datasets by AI-detected topics.

Hierarchical Topic Browser

All Topics

Customer Feedback

5000

Dataset Provenance Tracker

Data & Knowledge Management

Records source, changes, and licensing for every dataset.

Dataset Provenance Tracker

Full audit trail for dataset: 'customer_reviews_cleaned.csv'

Initial creation from 'raw_customer_reviews.csv'

CREATE

by Alice on 2024-01-15

Version: v1.0

Ran preprocessing: lowercase, remove punctuation

TRANSFORM

by Alice on 2024-01-16

Version: v1.1

Augmented dataset with synthetic negative reviews

TRANSFORM

by Bob on 2024-02-10

Version: v1.2

Exported as 'training_data_final.parquet' for model training

EXPORT

by Bob on 2024-02-11

Version: v1.2

Entity Extraction Dashboard

Data & Knowledge Management

Displays recognized people, places, and organizations in text.

Input Text

Enter text to extract named entities.

Extracted Entities

Ankush Kumar Bar, developer of Cortex UI, announced a new partnership with TechCorp from his office in San Francisco. The deal, finalized on May 21st, 2024, will integrate Cortex's 'Synapse' product into TechCorp's cloud platform for full stack development.

PERSON

ORGANIZATION

LOCATION

DATE

PRODUCT

FIELD

GraphQL AI Playground

AI API & Integration Tools

Test AI queries and mutations in a GraphQL interface.

GraphQL Query

Query Variables

Response

200 OK152 ms

Multi-Model API Switcher

AI API & Integration Tools

Dynamically route requests to different AI backends.

Multi-Model Router

Dynamically route requests to different AI backends based on traffic allocation.

OpenAI: GPT-4 Omni

60% Traffic

RPS: ~120Latency: ~450ms

Anthropic: Claude 3.5 Sonnet

30% Traffic

RPS: ~60Latency: ~350ms

Google: Gemini 1.5 Flash

10% Traffic

RPS: ~20Latency: ~250ms

Request Latency Analyzer

AI API & Integration Tools

Breakdown of response times by API stage.

Request Latency Analyzer

Breakdown of response times (in ms) by API stage for recent requests.

API Quota Planner

AI API & Integration Tools

Forecast usage and adjust quotas.

API Quota Planner

Forecast usage and adjust quotas for the 'Summarizer' model.

Quota Alert

Based on current trends, you are projected to exceed your 5M token/month quota in August. Consider upgrading your plan.

Real-Time API Usage Heatmap

AI API & Integration Tools

Shows request intensity by region/time.

Real-Time API Usage Heatmap

Shows API request intensity by geographic region.

Batch API Task Scheduler

AI API & Integration Tools

Queue and monitor large API jobs.

Batch API Task Scheduler

Queue, monitor, and manage large asynchronous API jobs.

Job Name	Status	Submitted	Duration
Bulk Sentiment Analysis	Completed	2h ago	45m
Image Recognition (Set A)	Running	1h ago	...
Invoice OCR Processing	Failed	3h ago	5m
Bulk Translation (EN->FR)	Queued	10m ago	...

Streaming API Debugger

AI API & Integration Tools

Live inspection of partial AI outputs.

Streaming API Debugger

Inspect partial outputs from a streaming AI endpoint as they arrive.

API Reliability Scoreboard

AI API & Integration Tools

Tracks uptime and performance per endpoint.

API Reliability Scoreboard

Tracks uptime and performance per endpoint over the last 30 days.

Endpoint	Uptime (%)	Avg. Latency (ms)	Error Rate (%)
/v1/summarize	99.98	1250	0.05
/v1/translate	99.99	450	0.02
/v1/classify	100.00	250	0.01
/v1/generate/image	99.85	4500	1.20
/v1/chat	99.99	850	0.03

Webhook Replay Tool

AI API & Integration Tools

Re-send past webhook payloads for testing.

Webhook Replay Tool

Re-send a past webhook payload to your endpoint for testing.

Target Endpoint

https://yourapp.com/webhooks/stripe

Event Payload (JSON)

{
  "id": "evt_1AbcDeFgHiJkLmNoP",
  "object": "event",
  "created": 1678886400,
  "data": {
    "object": {
      "id": "ch_1Abc",
      "status": "succeeded"
    }
  },
  "type": "charge.succeeded"
}

Multi-Environment API Manager

AI API & Integration Tools

Switch between dev, staging, and prod configurations.

Multi-Environment API Manager

Manage API keys and model versions for each environment.

Model	Version	API Key
Summarizer	v3.1.2	sk_prod_...a1b2
Classifier	v1.5.0	sk_prod_...c3d4

Live Token Consumption Graph

Advanced AI Monitoring

Real-time rolling chart of token usage.

Live Token Consumption

Real-time rolling chart of token usage for the last minute.

Tokens per Second (avg)

Total Tokens (last minute)

Prompt Injection Detector

Advanced AI Monitoring

Flags potentially malicious input patterns.

Prompt Injection Detector

Analyze prompts for potentially malicious injection attacks.

Prompt to analyze

Try: or .

Security Vulnerability Scanner

Advanced AI Monitoring

Tests AI endpoints for exploits.

Security Vulnerability Scanner

Run automated security scans on your AI endpoints.

Target Endpoint

Scan History & Findings

Last scan: 5 minutes ago

Vulnerability ID	Severity	Description
CVE-2023-1234	High	Cross-Site Scripting (XSS) in API response handling
CVE-2023-5678	Medium	Insecure Direct Object References in /v1/chat/{id}
CVE-2023-9012	Low	Information Exposure through error messages

Anomaly Detection Control Room

Advanced AI Monitoring

Full-page outlier alerting interface.

Anomaly Detection Control Room

Live feed of detected anomalies in system behavior.

Metric	Anomalous Value	Threshold	Timestamp
API Latency	3500ms	1500ms	2m ago
Error Rate	5.2%	1.0%	5m ago
Token Usage (User "test@x.com")	50,000	10,000	10m ago

Monitoring 15 real-time metrics.

Ethical Risk Dashboard

Advanced AI Monitoring

Shows flagged bias, fairness, or harm-related metrics.

Ethical Risk Dashboard

Overall ethical risk assessment for model 'customer-service-bot-v3'.

Active Risk Factors

Bias Risk: Moderate

Model shows a slight preference for certain demographic terms in sentiment analysis tasks.

Privacy Risk: High

Potential for leaking personally identifiable information (PII) when summarizing long user-provided texts.

Generative Content Watermark Checker

Advanced AI Monitoring

Detects AI-generated media origins.

Generative Content Watermark Checker

Detect whether an image was created by an AI model.

Incident Review Board

Advanced AI Monitoring

Organizes post-mortem analyses of AI failures.

Incidents

All tracked incidents and post-mortems.

Model returned harmful content

Closed

INC-001 - 2024-07-10

PII leak in summarization output

Closed

INC-002 - 2024-07-12

High latency causing timeouts

In Progress

INC-003 - 2024-07-15

Post-Mortem for INC-003

High latency causing timeouts

Summary of Incident

At 14:30 UTC, we observed a spike in p99 latency for the summarization model, leading to API timeouts for ~5% of users.

Root Cause Analysis

A recent deployment incorrectly set the cache TTL to 600s instead of 60s, causing stale data and cache misses for frequently updated documents.

Action Items

1. Revert the cache configuration deployment.
2. Add automated validation for cache TTL values in the CI/CD pipeline.
3. Review deployment approval process for critical infrastructure.

Owner

DevOps Team

Status

In Progress

Human-in-the-Loop Review Console

Advanced AI Monitoring

Routes uncertain AI decisions to human reviewers.

Human-in-the-Loop Review Console

Review and correct low-confidence predictions. Queue size: 3

Sentiment Analysis

Prediction ID: pred_abc

Confidence: 55%

I'm not NOT happy with this.

AI Hallucination Tracker

Advanced AI Monitoring

Logs and analyzes factual inaccuracies in outputs.

AI Hallucination Tracker

Log and analyze factual inaccuracies in model outputs.

Incident	Category	Model Version	Status
Brazil won the 2026 World Cup. Prompt: Who won the 2026 World Cup?	Factual Error	v1.2	Resolved
The capital of Canada is Toronto. Prompt: What is the capital of Canada?	Factual Error	v1.3	Open
Source: Smith, J. (2025). The Future of AI... Prompt: Provide a citation for this claim.	Made-up Source	v1.3	Open

Incident

Summary

Action Items

Real-Time Translation Board

AI-Powered Communication Tools

Multi-language conversation translation.

English

Hello, how can I help you with your reservation today?

I would like to confirm my flight to Madrid for tomorrow.

Spanish

Hola, ¿en qué puedo ayudarte con tu reserva hoy?

Me gustaría confirmar mi vuelo a Madrid para mañana.

AI Email Thread Organizer

AI-Powered Communication Tools

Groups related emails and drafts smart replies.

AI Email Thread Organizer

Your inbox, automatically grouped and summarized.

Project Phoenix

Launch

Alex

Looks good, let's proceed.

Ben

I've added the updated metrics.

Casey

Here is the draft of the launch plan for Project Phoenix...

Client Interaction Timeline

AI-Powered Communication Tools

AI-assisted CRM conversation history.

Client Interaction Timeline

AI-assisted CRM history for 'ClientCorp'.

AI Summary of Last Call

Discussed upgrading to the Enterprise plan to get access to the new translation features. Client is interested but needs a formal quote.

2 hours ago

Call with Alex

Duration: 15 minutes. Logged by Jane.

3 hours ago

Email: "Re: Quick Question"

From: alex@clientcorp.com

1 day ago

Support Chat

User asked about API rate limits.

3 days ago

AI Sales Pitch Generator

AI-Powered Communication Tools

Generates tailored pitches per customer segment.

Sales Pitch Generator

Generate talking points for a sales call.

Customer Segment

Pain Points (Optional)

Generated Pitch

Customer Sentiment Tracker

AI-Powered Communication Tools

AI measures tone across chat, email, and calls.

Customer Sentiment Tracker

Overall sentiment across all communication channels.

Helpdesk AI Response Studio

AI-Powered Communication Tools

Draft and approve AI-generated customer responses.

Incoming Support Ticket

Ticket #45821 - "Widget broken"

Hi, my widget stopped working after the latest update. I've tried restarting it but it's still broken. Can you help?

Select Response Tone

AI-Drafted Response

Multilingual FAQ Builder

AI-Powered Communication Tools

Creates FAQ entries from support chat logs.

FAQ Builder

Generate FAQ entries from support chat logs.

Support Log

Generated FAQ

Generated FAQ will appear here.

Interview Question Generator

AI-Powered Communication Tools

AI-curated interview prompts per role.

Interview Question Generator

Generate questions for a job interview.

Job Role

Key Skills from Resume

Generated Questions

Generated questions will appear here.

Brand Voice Consistency Checker

AI-Powered Communication Tools

Ensures AI-generated messages match company tone.

Brand Voice Definition

Our brand voice is professional, confident, and inspiring. We use clear, concise language and avoid jargon. The tone should be helpful and empowering.

Content to Check

AI Revenue Forecasting Dashboard

AI Business Intelligence

Predicts business revenue trends.

AI Revenue Forecasting

Predicts future business revenue based on historical data.

AI Insight

Based on current trends, revenue is projected to grow by 12% next quarter, driven by strong performance in the Enterprise segment.

Q3 Projected Revenue

$2.01M

+12% vs Q2

Confidence Level

95%

High confidence in projection

Key Driver

Enterprise Sales

Contributing to 60% of growth

Customer Churn Predictor

AI Business Intelligence

Flags at-risk customers using AI.

Customer Churn Predictor

Flags at-risk customers using AI-driven analysis.

Predicted Churn Rate (Next 30 Days)

4.2%

+0.5% vs. last month

High-Risk Customers

4

Accounts with >60% churn probability

Customer	Churn Probability	Key Risk Factor
Global Tech Inc.	82%	Usage decreased 50% MoM
Innovate Solutions	75%	Multiple support tickets opened
Data Corp	68%	Visited cancellation page
Startup LLC	61%	Credit card expiring soon

Market Trend Analyzer

AI Business Intelligence

Finds industry trends from web & news scraping.

Market Trend Analyzer

AI-powered insights from news, blogs, and social media.

AI in Drug Discovery

Positive

Velocity

Major pharmaceutical companies are increasingly adopting AI to accelerate drug discovery, with several new partnerships announced this month.

Decentralized Social Media

Neutral

Velocity

Conversations around decentralized social media platforms are growing, though user adoption remains low compared to established players.

Quantum Computing Hype

Negative

Velocity

Experts are cautioning that practical applications of quantum computing are still years away, despite recent media hype.

Competitive Intelligence Hub

AI Business Intelligence

Summarizes competitor activity.

Competitive Intelligence Hub

AI-generated summaries of competitor activities.

Innovate AI

Launched "Synapse 2.0"

High Risk

New version includes real-time analytics and improved data integration features.

3 days ago

Featured in TechCrunch

Medium Risk

Article highlights their rapid growth in the enterprise sector.

5 days ago

Future Systems

Raised $50M Series B

High Risk

Led by Quantum Ventures to expand into the European market.

1 week ago

Hired new VP of Engineering

Medium Risk

Dr. John Smith, formerly of Google AI, has joined their team.

2 weeks ago

KPI Narrative Generator

AI Business Intelligence

AI-written business performance summaries.

KPI Data

Key performance indicators for Q2 2024.

AI-Generated Summary

A human-readable summary of the data.

Ad Spend Optimization Panel

AI Business Intelligence

Suggests budget reallocations based on performance.

Ad Spend Optimization

AI-driven suggestions for reallocating your ad budget.

AI Recommendation

Shift $2,000 from Google Search and $2,000 from Twitter Ads to Facebook Ads to maximize ROAS based on recent performance data.

Channel	Current Spend	Suggested Spend	CPA	ROAS
Google Search	$10,000	$8,000($2,000)	$25	4.2x
Facebook Ads	$8,000	$12,000($4,000)	$18	5.5x
LinkedIn Ads	$5,000	$5,000	$55	2.1x
Twitter Ads	$2,000	$0($2,000)	$75	1.2x

Supply Chain Risk Monitor

AI Business Intelligence

Predicts disruptions using AI analysis.

Supply Chain Risk Monitor

AI-powered predictions for potential supply chain disruptions.

Component/Supplier	Risk Type	Probability	Impact	Details
Semiconductors (TX-45) Global Chips Inc.	Geopolitical	75%	High	N/A
Cobalt Congo Mines Ltd.	Logistical	50%	High	N/A
Assembly Plant Flex-Assemble	Weather	40%	Medium	Typhoon season approaching

Component/Supplier

Risk Type

Probability

Impact

Details

Semiconductors (TX-45)

Global Chips Inc.

Geopolitical

75%

High

N/A

Cobalt

Congo Mines Ltd.

Logistical

50%

High

N/A

Assembly Plant

Flex-Assemble

Weather

40%

Medium

Typhoon season approaching

Pricing Strategy Optimizer

AI Business Intelligence

AI-driven dynamic pricing adjustments.

Pricing Strategy Optimizer

Simulate the impact of price changes on revenue and conversions.

Basic Plan

Price per month: $29

Pro Plan

Price per month: $79

AI-Powered Projections

$26,350

Est. Monthly Revenue

697

Est. New Customers

Demand Forecasting Board

AI Business Intelligence

Predicts product demand over time.

Product Demand Forecasting

For product: Wireless Headphones (SKU: WH-1000)

Forecasted Demand (Next 8 Weeks)

12,650 units

Stockout Warning

Potential stockout in Week 7

Projected demand exceeds current inventory levels.

Customer Segmentation Dashboard

AI Business Intelligence

Groups customers by AI-detected traits.

AI-Powered Customer Segmentation

Automatically grouping customers by behavior and usage patterns.

Power Users

Highly engaged users who use advanced features daily. Good candidates for beta testing.

Casual Browsers

Log in infrequently, primarily use basic features. Potential for re-engagement campaigns.

New Signups

Users in their first week. Critical period for onboarding and demonstrating value.

At-Risk

Low recent activity and signs of potential churn. Proactive outreach recommended.

Model Fine-Tuning Notebook

AI Developer Tools

Full IDE for modifying pretrained models.

Fine-Tuning Notebook

fine-tune-llama-2.ipynb

from datasets import load_dataset

# Load your custom dataset
dataset = load_dataset("json", data_files="my_training_data.jsonl", split="train")

import torch
from transformers import AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig, TrainingArguments, Trainer
from peft import LoraConfig, get_peft_model

# Load base model and tokenizer
model_name = "meta-llama/Llama-2-7b-chat-hf"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name)

# Set up LoRA configuration
lora_config = LoraConfig(
    r=16,
    lora_alpha=32,
    lora_dropout=0.05,
    bias="none",
    task_type="CAUSAL_LM"
)
model = get_peft_model(model, lora_config)

# Set up trainer
trainer = Trainer(
    model=model,
    train_dataset=dataset,
    args=TrainingArguments(
        per_device_train_batch_size=4,
        gradient_accumulation_steps=4,
        warmup_steps=100,
        max_steps=500,
        learning_rate=2e-4,
        output_dir="outputs",
    ),
    data_collator=None, # Define your data collator
)

trainer.train()

[1/500] loss: 0.85, learning_rate: 1.0e-5

[2/500] loss: 0.82, learning_rate: 2.0e-5

[... more logs ...]

Custom Embedding Trainer

AI Developer Tools

UI for creating domain-specific embeddings.

Custom Embedding Trainer

Train domain-specific embeddings on your own text corpus.

Training Dataset (.txt or .jsonl)

Base Model

Embedding Dimensions

Max Sequence Length

Output Model Name

Vector Database Explorer

AI Developer Tools

Browse and query vector store contents.

Vector Database Explorer

Browse and manage the contents of your vector store.

Vector ID	Vector (Preview)	Metadata
doc:123	[0.1, 0.9, ...]	{ "source": "faq.pdf" }
doc:124	[0.8, 0.2, ...]	{ "source": "onboarding.pdf" }
chunk:456:1	[0.5, 0.5, ...]	{ "doc_id": "doc:456" }
chunk:456:2	[0.4, 0.6, ...]	{ "doc_id": "doc:456" }

Prompt Stress Test Harness

AI Developer Tools

Pushes prompts to performance limits.

Prompt Stress Test Harness

Push a prompt to its performance limits by simulating high traffic.

Concurrent Users

Test Duration (seconds)

Tokenization Inspector

AI Developer Tools

Visualizes token breakdown of inputs/outputs.

Tokenization Inspector

Visualize how text is split into tokens before being processed by a model.

Tokenizationsplitstextintosmallerunitscalledtokens.

Total Tokens: 9

Model Architecture Viewer

AI Developer Tools

Diagram of layers, parameters, and connections.

Model Architecture Viewer

Diagram of layers, parameters, and connections for 'mnist_classifier_v1'.

Input Layer

784 neurons

Hidden Layer 1

128 neurons (ReLU)

Dropout

Rate: 0.2

Hidden Layer 2

64 neurons (ReLU)

Output Layer

10 neurons (Softmax)

Data Loader Configurator

AI Developer Tools

Sets up batch sizes, shuffling, and preprocessing.

Data Loader Configurator

Set up batch sizes, shuffling, and preprocessing for a training job.

Dataset

Batch Size

Number of Workers

Shuffle data

Pin memory

Cross-Validation Runner

AI Developer Tools

Runs automated k-fold validation.

Cross-Validation Runner

Runs automated k-fold validation on a dataset.

Number of Folds (k)

Training Resource Allocator

AI Developer Tools

Assigns GPU/TPU nodes to training jobs.

Training Resource Allocator

Assigns and monitors GPU/TPU nodes for training jobs.

Resource ID	Type	Status	Assigned Job	GPU Util.	Memory
gpu-a100-1	NVIDIA A100	In Use	train_summarizer_v4	98%	75%
gpu-a100-2	NVIDIA A100	In Use	train_churn_predictor_v3	95%	60%
gpu-h100-1	NVIDIA H100	Available	N/A	0%	0%
gpu-h100-2	NVIDIA H100	Available	N/A	0%	0%
tpu-v5-1	Google TPU v5	In Use	train_imagegen_xxl	99%	95%

Model Export & Packaging Tool

AI Developer Tools

Creates deployment-ready bundles.

Model Export & Packaging

Creates deployment-ready bundles for your trained models.

Select Model

Export Format

Quantization

Quantization can reduce model size and improve performance, but may slightly decrease accuracy.

Include tokenizer configuration

Personal AI Profile Dashboard

AI Personalization & End-User Apps

Stores preferences, tone, and behavior settings.

A

Personal AI Profile

Customize how your AI assistant interacts with you.

Your Name

Your Role

Preferred AI Tone

Key Interests or Topics

The AI will use this context to tailor its responses to you.

Adaptive Learning Tutor

AI Personalization & End-User Apps

Personalized study plans from AI assessment.

Adaptive Learning Tutor

Topic: Cell Biology

What is the primary function of mitochondria in a cell?

Protein synthesis

Energy production (ATP)

Waste disposal

Genetic storage

AI Fitness Coach

AI Personalization & End-User Apps

Creates workout plans and tracks performance.

AI Fitness Coach

Your personalized workout and wellness plan.

Weekly Goal

4/5

Workouts Completed

Calories Burned

1,850

This Week

Avg. Heart Rate

135 bpm

During Workouts

Today's Workout: Full Body Strength

Squats3 sets x 10 reps
Push-ups3 sets x 15 reps
Pull-ups3 sets x AMRAP reps
Plank3 sets x 60s reps

AI Tip of the Day

Your heart rate data suggests you're recovering well between sets. Consider increasing the weight on your squats by 5% to continue progressive overload.

AI Meal Planner

AI Personalization & End-User Apps

Generates recipes based on diet and pantry.

Meal Plan Generator

Generate a weekly meal plan based on your preferences.

Dietary Preferences

Allergies / Exclusions

Available Ingredients

Your Weekly Plan

Your generated meal plan will appear here.

AI Travel Itinerary Builder

AI Personalization & End-User Apps

Suggests trips with hotels, activities, and flights.

Itinerary Generator

Generate a travel plan based on your interests.

Destination

Trip Length (days)

Interests

Culture

Food

History

Your Trip to Kyoto

AI Shopping Stylist

AI Personalization & End-User Apps

Personalized product recommendations.

AI Stylist

Get outfit recommendations based on an item you own.

Occasion

Styled For You

Items that complete your look.

AI Wellness Journal

AI Personalization & End-User Apps

Tracks mood, sleep, and lifestyle trends.

Daily Journal

How are you feeling today?

Mood (8/10)

Weekly Insights

Mood Over Time

Career Path Planner

AI Personalization & End-User Apps

Suggests training and job opportunities.

Career Planner

Generate a personalized career development roadmap.

Current Role

Target Role

Your Roadmap to Senior ML Engineer

AI Language Learning Partner

AI Personalization & End-User Apps

Conversational practice with feedback.

Language Partner

Spanish

Practice your conversation skills. The AI will provide corrections.

Creative Writing Partner

AI Personalization & End-User Apps

AI co-author for stories and scripts.

The Midnight Detective

Chapter 3

AI Writing Partner

Ideas to move your story forward.

User Role & Permission Manager

AI Platform Management

Assigns and audits access rights.

User & Role Management

Invite new users and manage their access permissions.

User	Role	Actions
A Alice alice@example.com
B Bob bob@example.com
C Casey casey@example.com
D Dana dana@example.com

Multi-Tenant Billing Portal

AI Platform Management

Tracks usage and invoices per client.

Multi-Tenant Billing

Track usage and manage invoices for each client account.

Total MRR

$5,500

Active Tenants

4

Tenant	Plan	Status	Amount	Due Date
TechCorp	Enterprise	Paid	$5,000	2024-07-01
Innovate LLC	Pro	Paid	$250	2024-07-15
Data Solutions	Pro	Past Due	$250	2024-06-20
Startup Inc.	Free	N/A	$0	N/A

Subscription Plan Configurator

AI Platform Management

Creates pricing tiers for AI services.

Subscription Plan Configurator

Create and manage pricing tiers for your AI services.

$ / month

Custom

Custom Branding Manager

AI Platform Management

Applies company branding to AI UIs.

Custom Branding

Apply your company's branding to the AI UI components.

Company Logo

Primary Color

Live Preview

Your App

This is an example of how your branding will be applied.

Audit Log Viewer

AI Platform Management

Full record of all user and system actions.

Audit Log

A complete, immutable record of all user and system actions.

Event	User	Details	Timestamp
user.login	alice@example.com	N/A	2m ago
model.deploy	bob@example.com	Deployed summarizer-v3 to production	15m ago
apikey.create	casey@example.com	Created key for "Staging Tests"	1h ago
dataset.delete	alice@example.com	Deleted dataset "old_logs.csv"	3h ago
user.role.update	admin@example.com	Changed casey@example.com to Analyst	5h ago

Usage Pattern Analyzer

AI Platform Management

Identifies heavy and low usage segments.

Usage Pattern Analyzer

Identifies heavy and low usage segments for each model.

User Segments by Model

Model	Heavy Users (Top 10%)	Change (30d)
Summarizer	150	15%
Classifier	50	5%
Translator	25	-10%
ImageGen	100	25%

Cross-Account Data Sharing Control

AI Platform Management

Governs dataset sharing across tenants.

Cross-Account Data Sharing

Manage and approve dataset sharing requests between tenants.

Allow cross-account sharing requests

From Tenant	To Tenant	Dataset	Status	Actions
TechCorp	Innovate LLC	product_reviews_anonymized.csv	Pending
Data Solutions	TechCorp	market_trends_q2.json	Approved	Actioned
Global Logistics	TechCorp	shipping_logs_anonymized.parquet	Rejected	Actioned

System Health Status Map

AI Platform Management

Regional uptime & performance indicators.

System Health Status Map

Global view of regional uptime and performance indicators.

us-east-1

Status: Operational

Avg Latency: 85ms

eu-west-1

Status: Operational

Avg Latency: 92ms

ap-northeast-1

Status: Degraded

Avg Latency: 450ms

sa-east-1

Status: Operational

Avg Latency: 150ms

ap-southeast-2

Status: Operational

Avg Latency: 180ms

Operational

Degraded Performance

Incident Alert Management

AI Platform Management

Configures notifications for critical events.

Incident Alert Management

Configure notifications for critical model and system events.

Alerting Rules

Alert when

P99 Latency

is

>

2000ms

Notify:

Slack #alerts

Alert when

Error Rate

is

>

5%

Notify:

PagerDuty

Alert when

Concept Drift

is

p-value <

0.01

Notify:

Email

Change Request Approval Board

AI Platform Management

Approves model and dataset updates.

Change Request Approval Board

Manage, review, and approve updates to models, datasets, and configurations.

review (2)

Update summarizer base model to v4

Model

Alice

CR-001

Add new PII detection for UK phone numbers

Dataset

Bob

CR-002

approved (1)

Increase max tokens for translator from 512 to 1024

Config

Casey

CR-003

merged (1)

Fix bug in sentiment analysis for neutral tone

Model

Alice

CR-004

AI Component Gallery

Multi-modal Input

#project-alpha

Members (3)

Parameters

Response 1

Onboarding a new client

Debugging the payment API

Marketing campaign brainstorming

Q3 financial results summary

User feedback on new feature

API integration help

Key Concept: Chlorophyll

Interactive Question

Ask the Tutor

Model Output Dashboard

Legend

Drift Detected!

Feature: 'user_rating'

Active Labeling Jobs

Overall Quality Score

Detailed Metrics

Filters

Subsetting

Error Log

Experiment: NewSummarizer-vs-Old

Scaling Rules

Instance Limits

Bias Alert!

Key Contributing Factors

2 High-Risk Alerts Detected!

Model is Well-Calibrated

Calibration Adjustment

Hate Speech (Confidence: 85%)

Spam/Phishing (Confidence: 99%)

Self-Harm (Confidence: 72%)

Degradation Alert

Q2 2024 Sales Performance Report

Executive Summary

Regional Performance

Product Performance

Outlook for Q3

Relevant Documents

Thematic Summary

Key Concepts

AI Summary

Slack

Zendesk

Salesforce

Zapier

Google Drive

Stripe

Notification Settings

Authentication

Initialization

Parameters

Past Incidents

Resolved: High Latency in Image Generation

Update: Investigating Latency Issues

Identified: Latency in Image Generation

Your Application Dashboard

Frequently Asked Questions

How do I reset my password?

How do I upgrade my subscription?

Where can I find my API key?

Identified Issues (3 new)

Your Application UI

Concept Drift Detected

Prompt Examples

Add New Example

Consent is Required

Search Results

Connected Data Sources

Bias Alert!

Quota Alert

Active Risk Factors

Sentiment Analysis

Summary

Action Items

Finalize Project Phoenix Launch DetailsAlex, Ben, Casey