ExpTrack is an AI-powered business experiment tracking system that introduces memory (Hindsight) into decision-making.
Businesses frequently run experiments in pricing, marketing, and product strategy — but fail to retain structured knowledge of what worked and what didn’t.
ExpTrack ensures that every experiment is remembered, analyzed, and used to guide future decisions, transforming trial-and-error into a learning system.
Businesses often:
- Repeat failed experiments
- Lose revenue due to poor decisions
- Lack structured memory of past actions
- Rely on guesswork instead of data
👉 Result: Revenue leakage + wasted time
ExpTrack provides an AI agent with memory that:
- Tracks all experiments
- Stores outcomes (success/failure + metrics)
- Finds similar past experiments
- Provides insights before decisions are made
Unlike traditional tools, ExpTrack:
- Stores experiments as structured data
- Converts them into embeddings (vector format)
- Uses similarity search to retrieve relevant past experiments
- Uses LLMs to generate insights from past outcomes
👉 This enables learning BEFORE action, not just after
- Detects similar past experiments
- Warns before risky decisions
- Experiment name
- Pricing / parameters
- Hypothesis
- Outcome (success / failure + metrics)
- Builds a decision history
- Detects patterns across experiments
- Success rate tracking
- Pattern detection
- Smart recommendations
- Updates memory after every experiment
- Gets smarter over time
- User inputs experiment details
- System performs similarity search
- AI generates insights / warnings
- User executes experiment
- Outcome is recorded
- Memory updates → system improves
Experiment: Increase price from ₹999 → ₹1299
System Output:
“3 similar experiments for this segment resulted in a 22% drop in conversions. Consider testing ₹1099 instead.”
👉 Helps prevent revenue loss before execution
- HTML
- CSS
- JavaScript
- LLM integration (insight generation)
- Vector database (experiment memory)
- Similarity search
exptrack/
│
├── frontend/
│ ├── index.html
│ ├── styles.css
│ └── script.js
│
│
└── README.md
Simply open:
frontend/index.html
in your browser
- Pricing optimization
- Marketing campaigns
- Product experiments
- SaaS feature testing
- Revenue strategy
Businesses don’t fail because of lack of ideas. They fail because they repeat mistakes.
ExpTrack ensures:
- Decisions improve over time
- Knowledge is never lost
- Revenue leakage is minimized
- Predictive success scoring
- Industry-specific insights
- CRM / analytics integrations
- Automated experiment recommendations
- Hindsight Agent Memory
- Vector Databases
- AI Decision Systems