• Publish Date: Posted 29 days ago

Talking Insurance Podcast: Episode 6 | Insurance pricing, data and AI

Technology isn’t just changing how insurance runs — it’s raising the bar on how quickly pricing teams respond, how confidently data leaders govern models, and how consistently insurers deliver good outcomes for customers.In this episode of Talking Insurance Podcast, host Steve Wright from Gerrard White Insurance Recruitment Division is joined by Peter Kelly (FTI Consulting) and Chris Pearce (esure Group) for a practical conversation on pricing, data leadership and what “real” GenAI delivery looks like inside an insurer.If you work in pricing, underwriting, product, claims, data, risk, compliance or transformation, this is a useful lens on what’s becoming a real differentiator right now.​Watch on YouTubeStream on SpotifyWhy “speed of execution” is becoming a pricing advantageIn competitive markets, insight alone isn’t enough. Many insurers can build strong models — the edge increasingly comes from operationalising decisions quickly and learning faster than the market.That means tightening the loop between:data signals and decisioning,governance and deployment,pricing action and customer response.In practical terms, “speed of execution” shows up in how quickly pricing teams can test changes, monitor outcomes, and iterate — without creating unacceptable risk or governance drag. The conversation highlights a reality most pricing leaders feel: the winners won’t just be the most accurate; they’ll be the quickest to act responsibly.Retention, lifetime value and customer experience are now core pricing conversationsPricing is no longer a standalone technical function. It’s increasingly inseparable from customer strategy.A recurring theme in the episode is that retention and lifetime value thinking are becoming more central — not as buzzwords, but as a response to real market pressure. Insurers are paying closer attention to renewal journeys, customer experience, and long-term relationship value, especially where acquisition costs are high and switching behaviour is unpredictable.If you’re shaping pricing strategy in 2026, it’s worth pressure-testing this question: are your pricing decisions aligned with the customer experience you’re designing — and the outcomes you intend to deliver?GenAI in insurance: value comes from workflow, not hypeAI headlines often promise revolutions. What’s more interesting (and useful) is the operational reality: GenAI delivers when it is embedded into everyday workflows and measured like any other change programme.The discussion focuses on how insurers can drive real value from GenAI by:targeting friction-heavy processes,reducing admin load for frontline teams,improving access to knowledge and information,using automation to enhance quality and consistency (not just speed).A particularly practical idea is that use cases can “stack”: one improvement enables another, and the value compounds over time. That shifts GenAI from “pilot theatre” into a portfolio approach with clear owners, success metrics, and governance.Consumer Duty is reshaping pricing fairness and model governanceIn 2026, pricing and data teams aren’t just being asked “does this model perform?” They’re also being asked “can you explain it, defend it, and prove it supports good outcomes?”Consumer Duty has pushed fairness, transparency and governance to the top of the agenda. The episode explores what that looks like in practice - including how organisations think about vulnerable customers, how they evidence decisions, and how governance frameworks need to evolve alongside modelling sophistication.For pricing and analytics leaders, this is increasingly a strategic capability: strong governance isn’t a blocker; it’s what enables confident decisioning at speed.Careers in pricing and data are evolving tooOne of the most relatable threads is how careers can grow from underwriting, pricing, analytics or data science into senior leadership — and what helps that transition.Beyond technical skills, the episode highlights the importance of:commercial understanding,communication and influence,knowing how change actually lands operationally,building trust with stakeholders across the business.For anyone building a career path (or hiring), it’s a reminder that the best leaders tend to bridge the technical and the human: they understand models and markets, but also how organisations behave.Key takeaways for 2026Pricing advantage is moving towards speed, agility and disciplined executionRetention and customer experience are inseparable from pricing outcomesGenAI delivers when it’s embedded into workflows and governed like a productConsumer Duty is accelerating the need for explainability, fairness and strong governanceLeadership progression increasingly depends on commercial thinking and communicationContact Steve WrightIf you’re hiring across Insurance, Pricing, Data or Tech, or exploring opportunities in insurance transformation - get in touch: steve@gerrardwhite.com | 07867 360 296