Sea.devDocs
Visit sea.dev
Technical

Architected for Enterprise Document Processing

Document Intelligence for Business Lenders.

Sea.dev combines flexible ingestion, embeddable UI widgets, configurable extraction pipelines, and a governed human-in-the-loop review layer so that your teams can operationalize any document-driven workflow with confidence.

Universal Ingestion

Bring any document into the platform—scanned PDFs, spreadsheets, image-based exports, or structured files.

  • - Batch uploads & API endpoints
  • - Auto-detection of document type & language
  • - Source retention for audit-ready trails
  • - Email intake, S3/SFTP, and Financial Services API connectors

Configurable Pipelines

Compose extraction pipelines that mirror your internal specification without custom engineering.

  • - Schema builder for any form structure
  • - Purpose-specific models for financial underwriting, risk management, and compliance use cases
  • - Versioning and promotion across environments
  • - Field-level validation rules, cross-field constraints, derived metrics, and deal-type rule groups

Governed Review

Bring analysts into the loop only where needed, while the system learns from every correction.

  • - Role-based work queues with SLA monitoring
  • - Inline editing with citation-backed context
  • - QA sampling cadences and reviewer analytics
  • - Model fine-tuning from reviewer feedback

Deliver insights wherever your teams work

Consumption is flexible: distribute extracted data through low-code interfaces for operators or programmatic endpoints for your platforms. Pick the channel that matches each stakeholder without duplicating work.

Instantly capture structured tables or summary insights and paste them into downstream systems like spreadsheets or CRMs.

  • - One-click export of normalized financials
  • - Clipboard formats tuned for underwriting workflows

Design pipelines that match your specification

Schema-first configuration

Model the fields, sections, and validation logic you expect from any document, even for bespoke lending forms.

  • - Support for nested tables, calculated metrics, and document metadata
  • - Reusable templates to accelerate new customer onboarding

Purpose-built extraction models

Select tuned models for common workflows like bank statement digitization, financial statement spreads, or transaction categorisation.

  • - Confidence scoring with thresholds per field
  • - Automatic fallbacks to human review when quality drops

Lending lifecycle coverage out of the box

Origination

  • - KYB pack parsing, UBO documentation
  • - Affordability checks with bank-statement cash-flow features
  • - Surface max overdraft and revenue stability metrics

Underwriting

  • - Financial spreads across P&L, balance sheet, and cash flow statements
  • - Automated debt service coverage and covenant calculations
  • - Highlight anomalies for analyst attention before approval

Post-close & Servicing

  • - Track trailing documents, insurance renewals, and periodic statements
  • - Monitor covenant adherence with reminders and escalation paths
  • - Feed servicing events into LOS, CRM, or data warehouses

Human-in-the-loop that accelerates learning

Analyst experience

Reviewers get an intuitive workspace that highlights low-confidence fields, surfaces citations, and streamlines approvals.

  • - Guided workflows based on your risk policies
  • - Instant reconciliation against source documents

Continuous improvement

Corrections feed directly back into your extraction models so that accuracy improves with each decision cycle.

  • - Feedback queues for ML teams with exportable datasets
  • - Drift monitoring and alerting across pipelines

End-to-end document intelligence flow

Sources(Email / S3 / Web Portal / API)
Extraction, Validation(Financial Statements / Bank Statements / Agentic )
Analyst review(Feedback Loops for ML Model Refinement)
Sync to LOS / CRM / DWH / Decision Engine

Why technical leaders choose Sea.dev

Operational velocity

Launch a new extraction pipeline in days, not months, by configuring reusable templates and leveraging pre-trained models.

Governance and trust

Maintain full traceability with field-level citations, reviewer audit logs, and policy-aware guardrails.

Scalable economics

Automate the repetitive work while reserving human attention for edge cases, improving accuracy and lowering total cost to serve.