AI as a "Safety Net" for Claims Adjusters: Inside CLARA Analytics with CEO Heather Wilson

What if AI's role in insurance claims isn't to replace the adjuster — but to be a second set of eyes that never gets tired?Heather Wilson, CEO of CLARA Analytics, joins InsurTechTalk episode 159 to explain how her company's claims AI platform — trained on roughly 10 million claims over a decade — surrounds every workers comp, auto liability, and general liability case 24/7, looking for anything that could take it off course. The result: earlier detection of severity changes, better provider matching, litigation risk flags, and millions in reserving corrections that adjusters often miss simply because cases sit untouched for 90 days at a time.In this episode:• How CLARA's AI models learn from adjuster notes and documents — not just structured data fields (which are often filled out poorly)• The real story of a "finger cut" that escalated to an amputation, and how AI caught the severity shift before a human did• Why CLARA frames its AI as "augmented intelligence" — a safety net, not a replacement — and how that framing drives adoption• The change management playbook for getting senior adjusters to trust (and act on) AI alerts• How CLARA works across the entire insurance ecosystem — carriers from tier one to tier five, TPAs, self-insured corporates, and brokers who white-label CLARA's platform• Why "data orchestration" — not data ownership — is CLARA's real competitive moat• The hard truth about selling claims improvement: "we'll make you more profitable without increasing revenue" is one of the toughest pitches in insurance• Multi-tenant data contribution: how anonymized, aggregated industry data benefits every carrier on the platformHeather's vision for the future: connecting claims intelligence directly to actuarial and policy intelligence — closing the loop between the "left hand and right hand" of insuranceA grounded, practical look at what AI actually does inside a claims shop today — not hype, not science fiction, just better outcomes for claimants, carriers, and employers.🔗 Learn more about CLARA Analytics: https://www.claraanalytics.com/InsurTechTalk is the podcast for insurance professionals, InsurTech founders, and anyone who wants a no-BS look at where the industry is headed.🔔 Subscribe for new episodes every week.