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Banking-grade OCR and agents — without the ML jargon

Technology that operations, compliance, and IT can evaluate together: accurate document understanding, adaptive agents, practical integrations, and governance that stands up to exams.

Capability

Bank-grade OCR engine

Built for the documents community and regional banks actually receive: noisy scans, handwriting, tables, multi-language IDs, statements, and contracts — not clean lab samples.

  • Layout understanding for forms, tables, and multi-page packets
  • Domain models tuned for financial forms and identity documents
  • Field-level confidence so uncertain values escalate to humans
  • Intelligent document processing as the foundation for every agent workflow
Handwritten income line
W-2 table extraction
ID MRZ + photo match
Multi-page appraisal pack
Capability

Self-developing agentic application framework

Agents learn from your workflows, adjust steps, and orchestrate multi-step processes across systems — unlike static RPA scripts that break when a form changes.

  • Multi-agent orchestration for complex, branching processes
  • Reasoning over policy rules, document evidence, and system state
  • Continuous improvement from reviewer corrections (with governance)
  • Human checkpoints wherever judgment or regulation requires it
Ingest agent → classify packet
Validation agent → policy + completeness
Action agent → update core / CRM
Exception agent → human workbench
Capability

Integrations & ecosystem

Connect the systems you already run. Start narrow — for example loan origination only — then expand as confidence and capacity grow.

  • Core banking platforms and loan origination systems
  • CRM and relationship management tools
  • Document repositories and imaging archives
  • Compliance / KYC vendors and workflow engines
Core banking LOS / LMS CRM ECM / imaging KYC vendors Email / SFTP SSO / IdP SIEM / logging
Start: one workflow, one channel
Expand: additional document types
Connect: core + CRM write-back
Scale: multi-process orchestration
Capability

Security, compliance, and governance

Data segregation, role-based access, audit logs, and alignment with common regulations — with explainability and human oversight as design principles, not afterthoughts.

  • RBAC, least privilege, and environment isolation
  • Immutable audit trails for every agent and human action
  • Alignment with GDPR, PCI DSS, PSD2, and EU AI Act / DORA readiness where applicable
  • Model and decision explainability for internal audit and examiners
Role-based access enforced
Audit event #A-9012 sealed
PII fields redacted in logs
Human override recorded

See the platform on your documents

Bring sample (sanitized) packets. We’ll show extraction quality, agent steps, and the exception path your team would use.

Request a banking demo