Data SystemsPUBLIC
RecallGraph AI
PythonFastAPIVector EmbeddingsSQLiteNext.js
01 // THE OPERATIONAL PROBLEM & FRICTION
Enterprises exposed to supplier product safety risks, regulatory alerts, and recalls without early detection.
02 // THE FINANCIAL COST OF INACTION & BOTTLENECK
Manual monitoring of global regulatory databases creating high latency in identifying supplier compliance failures.
03 // THE LOOKADEV SYSTEM ARCHITECTURE
Automated risk signal harvesting and vector embedding platform delivering real-time supplier compliance alerts.
Product risk intelligence and continuous supply-chain regulatory monitoring platform.
// ARCHITECTURAL MODULES IN PRODUCTION
Regulatory Scraper PipelineFastAPI Embedding ServiceVector Search IndexNext.js Intelligence Portal
04 // MEASURED ROI & AUDITED RESULTS
Sub-second retrieval of regulatory history and automated supplier risk alerts.
// NEXT OPERATIONAL STEP
Facing a similar operational bottleneck in your business?
Schedule an AI Systems Audit (48h) with Lucas Martins. We diagnose exactly where your workflows are leaking time, calculate your ROI before writing code, and map a fixed-price production sprint.