# L2P — Logic to Product

- **Event:** [Intelligence at Work Hackathon](https://cerebralvalley.ai/e/intelligence-at-work-hackathon)
- **When:** Fri, Oct 23 at 8:30 AM – 8:00 PM (PDT)
- **Where:** Menlo Park, CA
- **Team:** [Lalithaswaroop Krishna TANGUDU](https://cerebralvalley.ai/u/tlswaroop)
- **GitHub:** https://github.com/LALITHASWAROOPK/L2P.git
- **Demo video:** https://raw.githubusercontent.com/LALITHASWAROOPK/L2P/refs/heads/l2p-hackathon-build/event/l2p/submission/L2P-Demo.mp4
- **Gallery:** https://cerebralvalley.ai/e/intelligence-at-work-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/intelligence-at-work-hackathon/hackathon/gallery/6

Moving data is easier. L2P moves the business knowledge embedded in existing reports and source models into tested, reusable Snowflake data products.

A Claude-powered Builder agent retrieves synthetic HANA, Qlik and Spotfire definitions, traces their meaning, creates a candidate product, and runs eleven deterministic contract checks before release. A separate Analyst agent consumes the released product through a guarded semantic view.

Our demo shows why totals and row counts alone are insufficient: a join duplicates invoice contributions and inflates sales. The release gate rejects it. A corrected product passes validation, receives a versioned release, and supports a verified customer ranking.

The prototype uses fictional Northstar Supply data and synthetic report definitions. No employer data or proprietary assets are included.

## More from Intelligence at Work Hackathon

- [Counteroffer](https://cerebralvalley.ai/e/intelligence-at-work-hackathon/hackathon/gallery/3)
- [Sumo the Company Brian](https://cerebralvalley.ai/e/intelligence-at-work-hackathon/hackathon/gallery/4)
- [HealthForce](https://cerebralvalley.ai/e/intelligence-at-work-hackathon/hackathon/gallery/5)
- [Truline Sales Ecosystem Coverage](https://cerebralvalley.ai/e/intelligence-at-work-hackathon/hackathon/gallery/7)
- [SignalHR](https://cerebralvalley.ai/e/intelligence-at-work-hackathon/hackathon/gallery/8)
- [Agent Memento](https://cerebralvalley.ai/e/intelligence-at-work-hackathon/hackathon/gallery/9)

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Markdown version of https://cerebralvalley.ai/e/intelligence-at-work-hackathon/hackathon/gallery/6. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt