Nina Mikryukova

AI Claims Signal - Deep Dive

Technology EN ↓ 3 episodes

A podcast for P&C claims leaders who want more than surface-level AI coverage. The claims conversations your team actually has behind closed doors. Deep Dive brings together P&C carriers, MGAs, and TPAs to work through what's changing in claims: AI adoption, operational bottlenecks, cycle time, and what's actually working. No vendor pitches. Just the industry talking to itself.

Author

Nina Mikryukova

Episodes

Detecting AI-Generated Fraud in Insurance Claims 07.07.2026 18:33

In this epsode we break down how AI-generated evidence beats behavior-based legacy fraud detection, the signs of a synthetic claim, and what an evidence-first approach looks like in practice.

Governing_Agentic_AI_in_Insurance_Claims 30.06.2026 20:47

In this deep dive episode, we trace the shift from AI-assisted tools to fully autonomous agentic AI claims workflows, and why more autonomy doesn't have to mean less control. We cover why traditional model governance falls short on risks like cascading errors, the four guardrails that let you scale safely (role-based access, audit trails, policy enforcement, regulatory compliance), and the 2026 de...

Shift_of_Claims_Adjusters_Role_in_AgenticAI_Era 23.06.2026 13:49

Every wave of automation in claims sparks the same worry: that the adjuster's job disappears. The honest answer is that it moves up. In this episode, we trace the shift from AI-assisted to agentic AI claims, what changes operationally, and where carriers, MGAs, and TPAs are heading as agentic AI scales across the industry.