InsTech - insurance & innovation with Matthew Grant & Robin Merttens Martha Dreiling, Co-founder & President: Reserv: Rethinking claims: from ‘boring but brilliant’ AI to real industry change (399)
In this episode, Robin Merttens is joined by Martha Dreiling, Co-founder and President of Reserv, to explore how AI is actually transforming claims, and why the biggest breakthroughs are happening in places most people overlook.
With a background spanning FinTech, InsurTech and risk analytics, Martha brings a practical perspective on how data and technology can improve decision-making, not just automate existing processes. At Reserv, she’s helping build a claims model that combines operational efficiency with quality, while challenging long-standing assumptions about how claims should be handled and paid for.
In this conversation, Martha shares:
- Why the most valuable AI in claims is “boring but brilliant”, not flashy
- How continuous monitoring is quietly improving claims outcomes at scale
- Why efficiency alone is no longer enough, and what it takes to deliver quality alongside it
- How claims data is becoming a critical input into underwriting and pricing decisions
- The challenge of legacy systems and why data fragmentation still holds the industry back
- What real AI adoption looks like, and why execution is starting to outpace strategy
- How AI is exposing misaligned incentives in traditional time-and-expense TPA models
- Why insurers need to rethink how they pay for claims services in an AI-driven world
- The shift from technology transformation to human and workflow transformation
- How reducing administrative burden can refocus claims handlers on empathy and judgement
- Why better claims operations ultimately matter for affordability and customer outcomes
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