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Insights on AI-powered document processing for insurance
Medical Device Claims Verification: Why It Shouldn’t Take Hours
Regulatory teams know the struggle — missing documents, inconsistent data and endless checks. See how DocuGenius verifies claims, links every result to real evidence and turns hours of manual work into minutes.
Sofija Mamuchevski
From Document Pack to Review Decision: A Practical Automation Model for MedTech and IVD Teams
Right, so a document pack can tick every box and still give reviewers a headache. Every required file might sit neatly in the folder, yet reviewers still find themselves double-checking if each docum
Sofija Mamuchevski
From Document Review to Rule-Based Decisions: A Better Way to Automate Insurance Operations
Speed. That’s the obsession in insurance: pulling information from documents, faster and faster. OCR tears through a PDF. One model plucks out the policy number. Another snags the claimant name, the
Sofija Mamuchevski
The Hidden Cost of Manual Document Work-and How to Reduce It
Discover the hidden costs of manual document work and how document automation reduces repetitive tasks, saves time, and keeps people focused on decisions.
Document AutomationDocument Automation: Why Accuracy Is Not Enough
Accuracy is not enough for regulated document review. Learn how no-code business rules, evidence traceability and human review create controlled automation.
Sofija Mamuchevski
Healthcare ComplianceEU MedTech 2026: MDR, IVDR and EUDAMED Deadlines
2026 is no longer a preparation year for EU MedTech. EUDAMED is mandatory, notified-body rules are tighter, and MDR and IVDR deadlines are approaching. Here’s what changed, what remains uncertain and what decision-makers need to do next.
Sofija Mamuchevski
Industry InsightsThree 2026 deadlines in EU MedTech regulation are converging on the same document
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.
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
Healthcare ComplianceCMS Alert: Glucose Monitoring Supplies Show a 25.2% Improper Payment Rate
CMS projected $278.5 million in improper payments for glucose monitoring supplies. Learn how automated document validation can catch documentation gaps before submission.
Sofija Mamuchevski