Portfolio Developer Technical

Full-Stack AI/ML Engineer

CODA Operating Intelligence Platform

BSSShipped proof 5Families $500KAsk 18 moRunway

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CODA Operating Intelligence Platform

Master investor and stakeholder roadshow: shipped proof, product pipeline, Requirement Intelligence, revenue model, team, and live demos.

BSS is the shipped proof. Requirement Intelligence is the next product. CODA is the platform.

Signed institutional platformBSS

Services revenue collected$10K+

Base annualized proof contract$2,190+

Proof verticals5

Operational signals observed1.7M+

Requirement IntelligenceUAT engine live

Automatic approvals0

AI postureEvidence-only

DecisionsHuman-confirmed

AI/GQI/prompt packs/control cycle do not authorize production. No automatic Requirement field mutation from presentation routes.

Source adapters → SourceSignal → classification → correlation → diagnosis → evidence.

Deterministic services; codebase reality check; file-backed candidate review.

GQI, Prompt Packs, and Control Cycle do not authorize production or approve requirements.

RequirementPrompt artifacts — no automatic Requirement field mutation.

/requirements/intelligence/, /ai_services/source-candidates/, reconciliation queue.

Evidence-onlyNo automatic approvalHuman-confirmed decisionsProduction guarded