Trace any concept backwards through the entire technical stack. Business concept → API → schema → code → compliance requirement. End-to-end in seconds.
The Grounding Chain
Human-curated. "What does Client Onboarding mean in this organization?"
Which services implement this concept. Linked via HyDE similarity.
Where the data lives. Tables, columns, data types. linked to the same concept.
The function that executes the logic. AST-parsed, semantically enriched.
The regulation that governs it. BCBS, GDPR, SOX. traceable in seconds.
Impact Analysis
The blast radius is computable, not guessed. When you deprecate an API, change a business rule, or update a compliance requirement. lineage shows you every service, schema, and process that depends on it.
Trace regulatory impact across every system, process, and team.
Every link carries similarity score, HyDE type, and confidence gate.
Cosine similarity does the linking. 750K comparisons in seconds.
Regulatory Traceability
Trace the blast radius of any regulatory change across every system, process, and team. BCBS, GDPR, SOX. concept-to-regulation linkage means you can answer “which systems are affected?” instantly.
Example: BCBS Regulatory Change
Regulation: BCBS 239 (Risk Data Aggregation)
Concepts affected: Risk Rating, Credit Exposure, Capital Adequacy
Services: 12 microservices across 3 domains
Schema fields: 47 columns in 8 tables
Source functions: 23 methods requiring review
Time to produce: 10 minutes vs 6-week cross-functional audit.
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