Faster claims and underwriting, examinable and bias-tested by design.
Attri builds AI for insurers and MGAs. Every routing, denial, and pricing decision is logged, bias-tested, and ready for the examiner.
Regulators now want proof your AI is fair,
most insurers can't produce it.
Claims and underwriting are slow and manual, and your best adjusters spend the day re-keying ACORD forms and loss runs. New state rules now demand a written AI program and bias testing, provable in a market-conduct exam. You need speed you can defend.
Coalition Against Insurance Fraud
$308.6B / yr
Estimated annual cost of US insurance fraud.
Conning GenAI adoption study
55%
Of insurers are in early or full GenAI deployment.
NY DFS CL7; Colorado SB21-169
New state rules
NY DFS Circular Letter 7 and Colorado SB21-169 now require fairness testing and documentation.
Purpose-built insurance agents, examinable by design.
We start with one high-friction workflow and ship a governed agent for it, then expand. Each one is built for bias testing and an examinable decision record from day one.
Claims triage & FNOL
Intake, classify, and route every claim, with each decision logged for unfair-claims-practice compliance.
Fraud / SIU
Surfaces and explains suspicious claims for investigation.
Underwriting submission intake
Reads ACORD forms, broker emails, and loss runs, and structures the submission, with anti-proxy testing built in.
Subrogation
Identifies and pursues recovery opportunities that slip through today.
The AI your CRO and the market-conduct examiner both sign off on.
Every model is bias-tested for proxy discrimination and disparate impact, documented for your program. Denials and adverse actions are logged with their rationale. So a market-conduct exam is answered with evidence, not a fire drill.
NAIC AIS
Written program + artifacts
CO SB21-169 / NY DFS CL7
Quantitative bias testing
UCSPA
Logged claims decisions
Adverse actions
Human-in-the-loop
See submissions triaged in minutes, and defensible on every decision.
A mid-market MGA triaged submissions 3x faster while enforcing appetite rules on every deal, every decision logged and examinable.
3x
Faster submission triage.
Appetite rules
Enforced on every deal.
6 weeks
To a governed, in-production agent.
Questions, answered.
Can't find what you're looking for? Book a consultation.
Every model is tested for bias before it goes live, and the results are documented. If a regulator or auditor asks whether your AI is treating people fairly, you have evidence, not just a claim.
Bring us your most painful claims or underwriting queue.
In one working session we will map a workflow, score the opportunity, and show you exactly how we would build it bias-tested and examinable. You leave with a prioritized plan, whether or not you work with us.