Audit-grade reconciliation
for financial data
Automates table classification, lineage mapping, and hierarchical data validation without writing custom scripts. Deploy a PwC-derived data model instantly.
Core Capabilities
Engineered for precision and autonomy.
Semantic Classification
Categorizes tables into a 9-Type financial taxonomy via AI heuristics and structural passes. Removes the reliance on tribal knowledge by automatically identifying General Ledgers, Transactions, and Balances.
Medallion Enrichment
Generates Bronze, Silver, and Gold data layers natively. Enforces a strict composition-only rule at the Gold layer—preventing unverified aggregations and ensuring trace-back validity to the source.
The Pipeline
Automated from connect to reconcile.
Crawl Pipeline
11 Crawl Stages
Hierarchical Reconciliation
Financial engine built for ISA 315 / PCAOB standards.
Automates data roll-up validations through the financial hierarchy (e.g., subledger to general ledger). It aggregates, matches, and compares totals against defined tolerances to detect breaks or variances instantly.
Under The Hood
Enterprise-Grade Architecture
Backend Stack
FastAPI (Python 3.12), Celery + Redis for asynchronous queuing and scheduled tasks.
Database Engine
SurrealDB powers both the Cytoscape graph visualization and high-performance document storage.
Security & Audit
NIST-standard AES-256-GCM encryption, RBAC Dual Auth, and immutable audit logging directly to SurrealDB.