Financial and banking document automation that fits your operation.
Bytesicht turns repetitive document handling into a controlled workflow: classify incoming files, extract the data that matters, apply business rules, route exceptions to people, and deliver clean output to the systems you already use.
Documents are only useful when the workflow can trust them.
Finance and banking teams still move critical information by hand between PDFs, scans, email, spreadsheets, and core systems. Generic OCR can return text, but it does not resolve inconsistent layouts, validate financial fields, reconcile related documents, or explain what needs human review.
A working system, not an isolated AI feature.
Structured data from difficult files
Extract tables, line items, dates, entities, totals, and document relationships from digital PDFs and scanned documents.
Validation before data moves
Check required fields, totals, formats, duplicates, cross-document consistency, and your own operating rules.
Exceptions routed to people
Low-confidence fields and rule failures enter a clear review queue instead of silently contaminating downstream data.
Outputs ready for existing systems
Send approved data to spreadsheets, databases, APIs, finance platforms, or an auditable export without replacing your stack.
From real inputs to an operated workflow.
We build against representative data, explicit checks, and the interfaces your team already has.
Ingest and classify
Accept files from uploads, shared folders, email, APIs, or an existing document store.
Read and extract
Combine OCR, layout parsing, and document-aware extraction for the fields and tables the workflow needs.
Validate and reconcile
Apply deterministic checks, business rules, calculations, and cross-document comparisons.
Review exceptions
Give operators the source page, extracted value, confidence, and reason for every item that needs attention.
Deliver and record
Write approved data to the destination system and preserve a decision trail for later review.
Representative inputs
A focused pilot includes
- Document and field taxonomy
- Extraction schema and validation rules
- Human-review workflow
- Connectors to existing systems
- Audit trail and export format
- Evaluation set for accuracy checks
Typical pilot scope
A focused document workflow can often reach a working pilot in two to three weeks. The exact scope depends on document variability, validation rules, review requirements, and the systems that need to be connected.
Financial document automation, answered.
Bring the workflow, the documents, and the constraints.
We will map the smallest useful pilot, show where automation is safe, and identify what still needs human judgment.