Milestone 1 — Product definition and contest plan baselined
LT Tender Trace now has a detailed v1.0 product direction: an evidence-backed procurement opportunity and bid-readiness agent for small businesses targeting the US and Europe.
Completed
- Detailed product design specification and contest delivery tracker
- Source-cited Bid / Partner / Monitor / Decline decision workflow
- Subscriber lifecycle, onboarding, billing, usage, renewal, cancellation, and export flows
- v1.0 authentication plan: verified email/password and Google login; Apple login coded but disabled for release
- Competitive research across leading US, UK, and European procurement platforms
- Three-band geographic purchasing-power pricing policy covering 250 country and territory codes
- AI model routing decision: Gemini 3.5 Flash for evidence extraction and decisions, with Gemini 3.1 Flash-Lite for high-volume triage
- Human-review, citation-validation, amendment re-evaluation, and auditability requirements
Next milestone
Build and verify the first end-to-end vertical slice: ingest real SAM.gov and TED notices, match approved company evidence, produce a cited qualification decision, and re-evaluate it when an amendment arrives. The vertical slice will include Supabase tenant isolation and a golden-set evaluation for accuracy.
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