Blog
Insights on AI-powered document processing for insurance
From PDF to Decision: How DocuGenius Turns Compliance Documents into Automated Rules
Manual document review shouldn't be a full-time job. See how DocuGenius extracts compliance rules from your PDFs and automates the checking - consistently, every time.
Healthcare AI Is Entering Its Operational Era
Healthcare AI is shifting from innovation-focused discussions toward operational execution, compliance, evidence management, and scalable document workflows. Key takeaways from The MedTech Forum 2026 in Stockholm.
How We Built an AI-Powered Document Compliance Engine - Part 2: The Problem & Architecture
How a verifiable AI document compliance engine uses AWS Lambda, Fargate, Textract, and Bedrock to separate short API requests from long document review jobs without losing the audit trail.
Part 3 of How We Built an AI-Powered Document Compliance Engine: The AI Pipeline
Inside the DocuGenius AI pipeline: secure PDF ingestion, paragraph-level chunking, pgvector semantic search, retrieval-augmented generation, and multi-agent LLM extraction for compliance.
A 15-Minute Workflow Demo Reveals More Than a Month of Meetings
Most operational inefficiencies hide inside document workflows — not on your agenda. Here's why a short workflow demo often exposes what months of meetings miss.
Part 6 of How We Built an AI-Powered Document Compliance Engine: Lessons Learned, What's Next & Final Takeaways
Final lessons from building DocuGenius: retrieval quality, multi-step extraction, rule management, evidence review, operational isolation, and the roadmap for AI compliance automation.
Part 5 of How We Built an AI-Powered Document Compliance Engine: Cost Optimization, Dashboard & Production Results
How DocuGenius keeps AI document review costs predictable, gives compliance teams a usable review dashboard, and measures production readiness across real document workflows.
Part 4 of How We Built an AI-Powered Document Compliance Engine: Evaluation, Evidence Highlighting & the DMN Rule Engine
How AI-extracted evidence becomes auditable compliance decisions: deterministic rule evaluation, source-document evidence review, and business-editable rules
How We Built an AI-Powered Document Compliance Engine — Part 1: Series Overview
A practical overview of DocuGenius — an AI document compliance engine using RAG, multi-agent extraction, evidence highlighting, and DMN rules to automate document workflows.