CASE_02High-volume document pipeline
With cross-validation by parallel agents.
Context
Back-office operations that process a high daily volume of unstructured documents (reports, filings, client dossiers, complex records), with dense business rules and minimal margin for reading errors.
Delivery
A three-phase flow. Collection: direct access to the sources via native integration where it exists; a custom HTTP client where it doesn’t — without relying on a headless browser. Parallel analysis: multiple specialist sub-agents read the same material on complementary fronts (key dates, applicable rule, identifiers, figures). Cross-validation: critical data is produced by at least two independent agents; discrepancies become a visual flag in the final artefact, never silence. Output in the firm’s standard template, with fields flagged for review whenever there’s doubt.
Case stack
What changes in the operation
- Each piece is read in seconds, not minutes; the specialist receives the artefact pre-built and reviews what matters.
- The redundancy catches model hallucination and source discrepancy before the final product ships — “trust the quorum among LLMs”, not “trust the LLM”.