AI-Powered Document Extraction,
Clarification & Compliance Automation
Clarify documents, extract structured data, and run compliance checks in any domain with HIPAA-aware, enterprise-grade processing — powered by no-code DMN rules, a swarm of AI agents, and multi-LLM optimization.
How it works
A governed pipeline from document intake to compliant outputs — designed for production workflows.
Ingest & Clarify
Detect document types, resolve ambiguity, and identify missing/contradicting fields.
Extract to your schema
Structured output (JSON/CSV) for downstream systems — entities, tables, and custom fields.
Deterministic compliance via DMN
Run policy validation, risk scoring, eligibility checks, routing and escalation logic — explainably.
Route + Evidence trail
Push decisions into your workflow engine and keep auditable logs for every rule and agent action.
Fast onboarding, built for change
Update compliance logic without code releases. Model, test, and deploy rule changes quickly — including templates that keep improving over time.
Production-ready templates
12+ medical compliance templates already in production — consolidated knowledge from real customer deployments.
Use cases
From document clarification to full compliance workflows — a fast and safe way to operationalize agentic AI.
Medical document intake
Automatically classify and extract data from medical intake forms, referrals, and prior authorizations. Run HIPAA-compliant compliance checks and route cases to the right queue — in minutes, not hours.
Policy / eligibility validation
Validate insurance eligibility documents and policy coverage using deterministic rules that produce explainable, auditable outcomes. Every decision includes an evidence trail for compliance review.
Classification & routing
AI agents automatically classify incoming documents, extract relevant data, and route cases to the correct team or downstream system. Reduce manual triage and processing backlogs at scale.
Risk flags & exceptions
Automatically surface missing fields, conflicting data, and policy violations before they cause processing delays or compliance failures. Flag exceptions for human review with full context.
Template-driven rollout
Deploy pre-built compliance templates for your industry and extend them with your own rules — no developers required. Onboard new document types in less than a day.
Cost / latency optimization
Route each extraction and compliance task to the most cost-effective AI model for the job. Hit accuracy targets without overspending on compute — and benchmark models against each other in production.
Enterprise trust & compliance
Built for regulated teams who need control, auditability, and safe operationalization of AI.
HIPAA-aware processing
Designed for sensitive document workflows with strong security and governance expectations.
Deterministic rule execution
DMN-based decisions give explainable, repeatable compliance outcomes — even when models change.
Audit trails
Evidence trails for agent steps and rule outcomes to support internal reviews and compliance audits.
Compliance templates that ship outcomes
Production templates reduce implementation risk and accelerate time-to-value.
Healthcare / Medical
Medical compliance templates in production — built from real workflows and operational knowledge.
Insurance
Claims intake, policy validation, risk flags, and routing — consistent decisions at scale.
Transportation
Shipping documents, customs, compliance forms, classification + handoffs to downstream systems.
Food
Certificates, lab reports, safety checks, and rule-based validations for regulated environments.
Core capabilities
Everything you need to operationalize agentic document workflows safely — without building a bespoke platform.
No-Code Rules & Flows
Model, test, and deploy complex compliance logic and extraction rules with forms, not code.
Template Library
Start fast with templates for Insurance, Healthcare, Transportation, and Food — and extend them in days.
Swarm of AI Agents
A configurable swarm of specialized agents — synchronized with the latest model generations.
Multi-LLM Optimization
Run each rule on the most suitable LLM (or mix) for the best accuracy, cost, and latency tradeoff.
Explainability & Audit
Deterministic DMN decisions + evidence trails to satisfy compliance, QA, and stakeholder trust.
Workflow Integrations
Designed to plug into your existing workflow engine(s).
Request a demo
See a real workflow: medical document → structured output + DMN compliance decision + audit trail. We'll tailor the demo to your domain and show how to onboard rules in < 1 day.
Request via Email
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