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Insights on AI-powered document processing for insurance

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.

AI Document ReviewCompliance AutomationDocument Intelligence
Tatjana Petkovska
5 min read
May 28, 2026
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.

AI Document ReviewCompliance AutomationCost Optimization
Tatjana Petkovska
5 min read
May 28, 2026
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

AI Document ReviewCompliance AutomationDMN Rule Engine
Tatjana Petkovska
6 min read
May 28, 2026
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.

AI Document AutomationCompliance AutomationAWS Architecture
Tatjana Petkovska
7 min read
May 28, 2026
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.

Document IntelligenceAI Document ReviewAWS Architecture
Tatjana Petkovska
10 min read
May 28, 2026
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.

Multi-Agent LLMStrands AgentsSemantic Search
Tatjana Petkovska
4 min read
May 28, 2026
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.

Healthcare AIMedTechHTA
Sofija Mamuchevski
2 min read
May 19, 2026
The MedTech Forum 2026

As a Product & Growth Lead, I keep seeing the same challenge across MedTech teams: the same documentation is repeatedly reorganized and reviewed for different regulatory processes — and that pressure is only growing.

MTF2026EHA2026RAPS
Sofija M.
7 min read
May 13, 2026
5 Key Benefits of Document Compliance Automation

Stop reviewing documents for hours. Learn the 5 key benefits of document compliance automation and how DocuGenius helps organizations review documents faster and more efficiently.

Compliance Automation
Renata L.
4 min read
May 13, 2026
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