Insurance AI

AI consulting for Insurance

AI consulting for carriers, MGAs, brokers, and insurtech companies.

Underwriting accuracy, claims speed, and customer retention — AI is moving all three levers at once in insurance.

AI underwriting models improve loss ratios by 8–15% in production
Automated claims processing reduces settlement time by 40–60%
Personalized AI renewal communications improve retention by 10–20%

How we work with insurance companies

Five engagement formats. Pick the one that matches where your organization is on its AI curve.

ai-strategy

AI Strategy Consulting

Board-ready roadmaps that tie AI investment to P&L.

  • Prioritized use-case portfolio with business cases
  • Twelve-month investment and capability roadmap
  • Operating model and org design recommendations
  • Build-versus-buy and vendor evaluation support
workshops-training

Executive Workshops & Training

Upskilling your leadership team on what AI actually changes.

  • Half-day and full-day executive offsites
  • Role-specific curricula for CFO, COO, CHRO
  • Hands-on labs using your real workflows
  • Post-workshop reinforcement and office hours
one-on-one-coaching

1-on-1 Leadership Coaching

Private coaching for executives leading AI change.

  • Weekly or biweekly confidential sessions
  • Decision support on live strategic questions
  • Stakeholder and board communication prep
  • Personal AI fluency plan for the executive
ai-task-force

Embedded AI Task Force

Senior practitioners embedded inside your organization.

  • Cross-functional team stood up in two weeks
  • Quarterly delivery cadence with clear owners
  • Knowledge transfer to your internal staff
  • Executive steering committee facilitation
readiness-assessment

AI Readiness Assessment

A clear, honest view of where you actually stand.

  • Data, tooling, and talent maturity review
  • Use-case backlog scored by value and feasibility
  • Risk, governance, and compliance gap analysis
  • Written findings and thirty-day action plan

Insurance pain points we keep seeing

Problems

  • — Underwriting teams overwhelmed by submission volume
  • — Claims processes that take weeks when they should take days
  • — Fraud slipping through manual review
  • — Renewal retention driven by inertia, not value
  • — Agent and broker experience that trails direct-to-consumer competitors

AI use cases we deliver

  • AI-augmented underwriting and risk scoring
  • Automated claims triage, processing, and settlement
  • Fraud detection and anomaly monitoring
  • Personalized renewal and cross-sell communications
  • Agent and broker enablement tools

Insurance AI workshops

Run for boards, executive teams, and department leads. Available on-site or remote.

Workshop

AI in Underwriting: Risk and Opportunity

Half-day or two-day format. Leaves you with a documented playbook and a 90-day action list.

Workshop

Claims Automation Strategy Workshop

Half-day or two-day format. Leaves you with a documented playbook and a 90-day action list.

Workshop

Fraud Detection with AI

Half-day or two-day format. Leaves you with a documented playbook and a 90-day action list.

Workshop

AI-Powered Customer Retention in Insurance

Half-day or two-day format. Leaves you with a documented playbook and a 90-day action list.

Who brings us in

Chief Underwriting OfficerChief Claims OfficerCTOHead of DistributionActuarial Director

KPIs we move

Loss ratioCombined ratioClaims cycle timePolicy retention rateFraud detection rate

Compliance frameworks

State DOI regulationsNAIC AI guidanceGDPRCCPAFCRA

Tech stack

OpenAI APICustom ML risk modelsDuck Creek / Guidewire AIn8nFraud analytics platforms

How our engagements run

01

Discovery

We start with a structured look at your business, your data, and what your leadership team is actually trying to accomplish. Expect sharp interviews, a quick artifact review, and an honest read on where you stand.

02

Strategy & Roadmap

We convert the findings into a prioritized portfolio of initiatives, each with a business case, an owner, and a sequencing plan your CFO can defend. You leave with a roadmap, not a research report.

03

Workshops & Enablement

We run targeted workshops and private coaching so your executives and line leaders can actually lead the work. This is where strategy becomes behavior — shared language, sharper decisions, and real fluency.

04

Deploy & Coach

We stay close while the first initiatives go live, troubleshooting with your teams, steering the governance cadence, and coaching executives through the inevitable bumps. Then we hand the keys over cleanly.

Insurance coverage across the US

Click into any state to find your city.

Ready to move AI from pilot to P&L?

Book a 30-minute call. We'll walk your team through a concrete first engagement for insurance companies.