Make every document structured data.
Document intelligence, extraction, classification and semantic search — production NLP engineered for accuracy, throughput and auditability.
From unstructured to decision-ready.
Contracts, invoices, claims, clinical notes, research, support tickets — every enterprise sits on unstructured text. We turn it into structured, queryable, decision-ready data.
Six capabilities. One operating system.
Document Intelligence
Layout-aware extraction across PDFs, scans, forms, contracts.
Classification & Routing
Intent, topic, urgency, sentiment classification for support and operations.
Information Extraction
Named entities, relations, dates, monetary values with confidence scoring.
Semantic Search
Vector + lexical search over enterprise content with re-ranking.
Summarization
Faithful, grounded summarization with source citations.
Content Moderation
Safety, compliance and policy enforcement at production scale.
From kickoff to compounding outcomes.
Scope
Document type, fields, accuracy SLA, throughput, governance.
Pipeline
OCR, layout, model selection, post-processing.
Validate
Labeled benchmark, accuracy validation, human-in-the-loop.
Deploy
Production deployment with monitoring and feedback loops.
Improve
Active learning from human corrections, ongoing accuracy lift.
Where this earns its keep.
Invoice & contract processing
Field extraction with confidence scoring and human escalation for low-confidence cases.
Clinical & legal document review
Domain-tuned extraction with auditable accuracy for regulated workflows.
Support ticket triage
Intent, topic and urgency classification with intelligent routing.
Enterprise semantic search
Search across all internal content with permission-aware retrieval.
Frequently asked
Pilot a document intelligence flow.
A 45-minute scoping session — one document type, target accuracy, projected throughput and ROI.