Practical, carrier-fluent perspective at the intersection of legacy systems, AI, workflow desing, and operational risk.
Jim Girard is Vice President of Engineering at Benekiva, where he helps build scalable, secure technology for modern insurance claims and servicing operations. His thought leadership focuses on using technology to reduce friction for examiners, strengthen operational outcomes for carriers, and improve the experience for claimants and beneficiaries when the process matters most.
Decades across TPAs, P&C, life insurance, new business, claims and carrier technology, Jim speaks both technology and the operational language of the people running the work.
From HIPPA-era compliance shocks to today's AI governance questions, Jim focuses building AI into insurance with a focus on auditability, PHI/PII exposure, and sustainability.
Diagnose where examiners hunt for information and where the process breaks. Then decide where automation and AI actually earn their place instead of just making broken processes faster.
Operator-engineer sessions on AI, governance, and the reality of claims work
Start with the workflows, find the friction, and then decide where AI helps. Pro-AI, not dazzled by it.
Designing claims technology for people who are grieving, overwhelmed, and unprepared for the decisions in front of them.
The demo-friendly 80% is easy. The last 20% is where claims actually lives: the exceptions, workaround, and institutional knowledge.
Modernization that respects legacy environments, regulation, and operational complexity instead of pretending they aren't there.
How carriers and vendors build flexible platforms without turning every client and edge case into a custom fork.
Preserving prior decisions, patterns, and excpetions across claims teams and making AI show its work enables AI, and examiners, to thrive in the complexity of claims.
Published thought leadership, white papers, and live conversations
AI shows up in nearly every vendor conversation. But for carriers, the real question is not whether a platform “has AI.” It is whether that AI is secure, explainable, cost-conscious, and built for the realities of claims.
"The 20% requires twice as much time and twice as much money. So people don't do it, and that's exactly where claims break."
ON THE 80/20 TRAP IN CLAIMS TECHNOLOGY
"Claims is part of the care industry. The technology should act like it, easier for the examiner, gentler for the family."
ON THE CLAIMANT EXPERIENCE
"We've been here before. HIPPA taught carriers that governance isn't paperwork; it's workflows, contracts, architecture, and training."
ON AI GOVERNANCE AND PRIVACY
