⚡ LIVE BACKEND ENGINE

Live Connector

This connects directly to the APFS backend engine — live Prisma database, real-time KOV valuation computation, and OpenAI-enriched valuation explanations. The frontend you just saw is the interface layer. This is the engine underneath it.

STACK ARCHITECTURE
⬡ Frontend
Hono · Cloudflare
→
⚡ This Bridge
→
⚙ Next.js API
Backend · Prisma
→
◆ KOV Engine
KOV · AISL · OEMRA
→
🤖 OpenAI
Live enrichment
LIVE
Stack Overview
Prisma DB → stack, components, connectors, revenue events
GET /api/stack-overview
LIVE + AI
Valuation Explanation
KOV formula → OpenAI enriched narrative explanation
GET /api/explain-valuation
LIVE
Lending Readiness
AISL score, readiness band, risk flags from live DB
GET /api/lending-readiness
LIVE
OEMRA Snapshot
Maintenance risk, entropy decay, autonomy ratio
GET /api/oemra
⚙ Recompute KOV Valuation
Runs KOV = R × D × RF × ES × EA live against DB snapshots. Appends a new valuation record — never overwrites history.
← Back to Frontend Demo ◼ View AI Registry