Blog
Insights on AI-powered document processing for insurance
AI & Document AutomationEU AI Act Enforcement Begins: What Regulated Teams Should Be Able to Prove
On 2 August 2026, new EU AI Act transparency rules began to apply. Learn what changed and how regulated teams can make automated workflows traceable.
Sofija Mamuchevski
12,036 Pounds of Bacon Recalled Why Food Safety Document Validation Matters
Twelve thousand pounds of bacon, recalled because required approval was missing. No confirmed contamination. No reported illness. No failed laboratory result. For anyone working in food quality assu
Sofija Mamuchevski
Insurance TechnologyBlack Box vs. Audit Trail: Why “The AI Extracted It” Isn’t Enough for a Regulated Claim
Extraction returns a value and a confidence score. A regulated claim needs a result that can be reconstructed and defended through editable rules and a full audit trail.
Sofija Mamuchevski
Insurance Claims AutomationClaims Automation in 2026: Why Extraction Is Not Enough
Claims teams are under growing pressure from longer cycle times, climate losses, repair complexity, fraud risk, and rising customer expectations. This article explains why claims automation must move beyond document reading and into structured, auditable document validation.
Sofija Mamuchevski
Industry InsightsDMEPOS Documentation Requirements: What FY2024 Improper Payments Reveal
CMS identified $1.9B in DMEPOS improper payments in FY2024. Learn why documentation failures drive denials and how suppliers can reduce audit risk.
Sofija Mamuchevski
Document IntelligenceA 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.
Sofija Mamuchevski
AI & Document AutomationAI Didn’t Replace the People. It Replaced the Repetition
IKEA, Walmart, and other leading companies show the real value of AI: not replacing people, but removing repetitive work so teams can focus on judgment, creativity, customers, and higher-value decisions.
Sofija Mamuchevski
Compliance AutomationWhy Documents Keep Bouncing Back
Most organizations underestimate the true cost of document reviews. The biggest expense isn't reviewing a document once—it's the repeated cycle of corrections, resubmissions, escalations, and compliance issues. This article explores how to quantify those hidden costs, build a compelling business case for document automation, and improve operational efficiency through more consistent document review processes.
Sofija Mamuchevski
Canadian Claims Teams Are Under Pressure: The Document Workflow Problem Behind Delays, Compliance Costs, and Catastrophe Surges
Canadian claims teams face catastrophe surges, compliance pressure, and delays because manual document workflows are not ready for today’s claim volume.
Sofija Mamuchevski