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AI Engineering for Insurance Carriers

We automate claims adjudication, underwriting workflows, compliance filings, and fraud detection — built and operated for you.

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What We Automate

We don't know every problem in your operation. You do. These are the types of work we engineer AI for. You tell us where it hurts most.

Data Entry Automation

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Your team re-types data from one system to another. We eliminate that.

policy applications ACORD forms loss runs endorsements

Incoming Request Processing

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Requests come in from everywhere in every format. We read, classify, and route them.

FNOL intake claims routing underwriting submissions

Billing, Payments & Reconciliation

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Your finance team spends days matching payments to policies. We do it in minutes.

premium reconciliation commission statements payment matching

Compliance & Audit Readiness

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Every audit is a fire drill. We keep you ready all the time.

state filings rate compliance market conduct

Risk Detection

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Patterns hiding in your data that your team can't catch at scale. AI finds them.

fraud patterns SIU referrals severity prediction

Regulatory Monitoring

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Rules change constantly. We track them so your team doesn't miss a filing deadline.

DOI bulletins NAIC model law changes state mandates
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Common Questions About AI for Insurance Carriers

How do we start?
We start with a 2-week AI Roadmap. Our engineers spend time inside your operation — watching your claims team work, mapping your underwriting flows, measuring your volumes. The output is a ranked list of workflows by ROI, with implementation timelines and expected savings. No commitment to build beyond the roadmap.
What does my team do differently on day 1?
Almost nothing. The first workflow runs alongside your existing process — AI processes claims or submissions in parallel while your team works normally. Once accuracy is validated (typically 2-3 weeks), we switch over. Your team starts managing exceptions instead of processing everything manually. The transition is gradual, not a big bang.
How does this work with our policy admin system?
We build on top of your existing systems. We integrate with Guidewire, Duck Creek, Majesco, and every major policy admin and claims platform. The AI layer connects systems that don't talk to each other today. Your IT team keeps managing infrastructure. We build the automation that sits between your systems.
What about compliance and state filing requirements?
Every workflow we build respects your compliance framework. For state filings, the AI prepares the documents and flags changes — your compliance team reviews and approves. We maintain audit trails for every automated decision. The AI doesn't make compliance decisions; it eliminates the manual work around compliance.
How do we measure success?
We define success metrics with you before building anything. Typical metrics: claims cycle time, auto-adjudication rate, underwriting turnaround, compliance filing accuracy, and fraud detection rate. We set up dashboards that show before/after in real-time. If the numbers don't improve within 90 days, we fix it on our dime.
What's the total cost for year 1?
Two options. Per Workflow: $25K-$75K per workflow, best for starting with one high-impact process like FNOL intake or claims adjudication. Dedicated Team: ~$22K/month for 2+ AI engineers embedded in your operation, building multiple workflows continuously. Most carriers start with one workflow, prove the ROI, then move to a dedicated team.

Your operations are too complex for manual processes.

Book a free 30-minute AI Assessment. We'll map your highest-volume workflows and show you the 3 processes with the highest ROI.

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