Lineate IDP - AI-Powered Document Processing Services

Lineate delivers end-to-end Intelligent Document Processing (IDP) solutions that replace manual document review with automated classification, extraction, validation, and routing. Our engagements leverage AWS Textract, Tesseract, and custom NLP models to handle structured, semi-structured, and freeform documents across industries including financial services and healthcare.

Our IDP engagements include a purpose-built visual review interface that presents users with processed results and preselected options to confirm extracted data - combining AI automation with human-in-the-loop validation for maximum accuracy. We have delivered production IDP systems including MiTek identity verification API integration for real-time document extraction, validation, and routing in FinTech onboarding workflows; as well as a rocessor with model training interface and field mapping to medical concepts, including complex tables and nested values.

We work closely with your teams to understand specific workflows, document types, and regulatory requirements. This phase ensures we design a solution that mirrors how your business truly runs.

We architect the entire IDP pipeline - from document ingestion and OCR to classification, field extraction, validation, and handoff to downstream systems. Using AWS Textract, Tesseract, and custom NLP models, we build a solution tailored to your documents, data formats, and business rules.

We embed your IDP solution into the tools you already use - CRMs, risk engines, case management, and analytics platforms. This ensures seamless data flow across your organization without disrupting existing processes.

We rigorously test every system using your actual documents, fine-tuning to deliver high accuracy in real-world conditions. We implement performance monitoring and exception handling so your solution continuously learns, adapts, and scales.

• We have delivered purpose-built IDP solutions for Fintech companies: document validation, and a standalone income verification tool that integrates with third-party APIs and connected it to a credit decisioning engine we developed to support real-time approvals.
• A Healthcare customer successfully received a working AI-powered processor with model training interface and field mapping to medical concepts, including complex tables and nested values that Reduced admin effort and boosted data accuracy, accelerating drug development timelines.
• A media company created a scalable pipeline for real-time content intelligence and monetization enablement based on our Asset Data Directory to extract metadata, index content, generate taxonomies, and enable enriched linking to structured knowledge.
• And for a networking platform we developed a resume parser and document viewer to extract and visualize applicant data, with interactive selection and layout-aware metadata. This enabled structured, searchable resume evaluation and a more scalable recruiter interface.