The document engine built for regulated industries.The document engine built for regulated industries.
Proprietary OCR and document validation engine with calligraphic profiling for handwritten forms. Processes high-stakes fiscal accountability documents with an automated QA pipeline and drill-down logical validation. Not a wrapper around a model: a production engine with incremental manifest, controlled throttle, and two-model post-run rescue.Proprietary OCR and document validation engine with calligraphic profiling. Automated QA pipeline and drill-down logical validation. A production engine, not a wrapper.
Millions of records processed in production. The pipeline runs natively on Google Cloud: Gemini 2.5 Flash for extraction at scale, Gemini 2.5 Pro for high-stakes validation, Vertex AI as the inference layer, Google Drive API for ingestion directly from the client's operation.Millions of records in production. Gemini 2.5 Flash + Pro, Vertex AI, Google Drive API.