MVP Closing Audit¶

Purpose¶

This document closes the MVP / pre-event phase for Startup Day. It is not the final closure of the startup: the project continues with the same adaptive flow after the Startup Day feedback.

Acceptance checklist¶

Area	Status	Notes
Target user and value proposition	Accepted	Consumer-first positioning is defined around personal food-goal coherence and waste reduction.
MVP software platform	Accepted	Core thin slice is demonstrable: scan, profile/consent, personalized verdict, Fridge and real product data fallback.
Startup Day preparation	Accepted for phase	Startup Day is the external acceptance milestone and feedback opportunity. Outcome must be captured after June 24, 2026.
Data integration feasibility	Accepted for MVP	Open Food Facts integration exists; producer-source validation remains a future strengthening point.
Consumer validation	Partial	Interviews and informal feedback exist, but the number of interviews is below the original target.
Brand validation	Open	Brand interviews, LOI or pilot remain next-cycle work.
Funding	Open	Funding applications and opportunities remain next-cycle work.
Budget and execution discipline	Accepted for phase	Work remained compatible with a part-time team and a low-budget validation approach.

Post-implementation audit¶

The phase produced a stronger result than a static prototype: PackyTrace now has a demonstrable software platform and a clearer consumer-first value proposition. The main technical result is the conversion of the product idea into a managed platform project: domain analysis, backlog, sprint plan, CI, documentation, deployment and a real-first MVP flow.

The main limitation is external validation. The platform can be shown, but consumer tests, brand-side validation and funding evidence are not yet strong enough to claim full project success. This is acceptable for a phase closure, but it must drive the next cycle.

Lessons learned¶

• Too much feature ideation creates confusion; scope must be actively reduced.
• Weekly reviews work better than rigid long-range planning when the product is still changing.
• AI agents increase execution capacity, but only if architecture, contracts, documentation and CI remain under human control.
• Startup work and software work are connected but should not be managed as the same thing: the platform needs its own backlog, checks and acceptance criteria.

Go-forward decision¶

The decision is to continue the project after Startup Day, not to close it completely. The next cycle should focus on:

• real user tests on the online platform;
• more consumer interviews;
• brand interviews and at least one LOI or pilot attempt;
• funding opportunities;
• completion or conscious deferral of partial platform areas such as Shopping List and brand analytics.