We build the AI systems
insurance runs on.
Bluegrass Partners is an independent AI implementation firm. We work with brokerages, carriers, MGAs and wholesalers to turn frontier models into production software that is reliable, documented and owned entirely by you.
The team has built and studied at
Robust, reliable AI that you own.
We build robust systems that can handle real workflows, submissions, policies and organizational rules.
And since we've built and deployed these solutions before, we know what works and what doesn't.
- 01
A team you could not otherwise hire
Fifty years of combined AI engineering across a small, entirely senior group. Multiple granted patents, Y Combinator founders, and researchers and operators out of Yale, MIT, Chicago, Amherst and Claremont McKenna, by way of McKinsey, Goldman Sachs, Microsoft and Lightyear Capital. The people who scope your work are the people who write the code.
No junior bench. No offshore hand-off.
- 02
Independent of every AI vendor
We hold no reseller agreements, no partner quotas and no revenue share with any model provider, cloud or software vendor. So we can benchmark honestly, pick the cheapest option that clears your accuracy bar, and say plainly when you should buy something off the shelf or leave a problem alone.
Our incentive is your result. There is no license to renew.
- 03
Systems that survive contact with production
Every engagement ships with an evaluation harness, regression tests, observability, cost controls, human review paths and graceful degradation for the days a model is wrong or unavailable. We build for the audit, the renewal cycle and the regulator.
Accuracy measured before launch, monitored after it.
- 04
The code is yours. All of it.
Work lands in your repositories, runs in your cloud accounts and reads your data. You get architecture documentation, inline docs, tests and an operational runbook, plus the working sessions to hand it all over. Nothing sits behind a black box or a per-seat license you keep paying us for.
Full IP assignment, written into every contract.
- 05
Insurance is the whole focus
We work only with brokerages, carriers, MGAs, wholesalers and the service firms around them. We already speak submissions, ACORD forms, loss runs, appetite, binders, endorsements, schedules and FNOL, so week one goes to your opportunity instead of the vocabulary.
One vertical, studied properly.
- 50 yrs
- combined AI engineering experience
- 10+ Patents
- granted to members of the team
- 100%
- of the IP we build is assigned to you
- 4 weeks
- from kickoff to a costed roadmap
Start with four weeks. Continue only if it is worth it.
We size each engagement to the decision in front of you. Every one is scoped so you can stop at the end of it with something useful in hand.
Opportunity Evaluation
A fixed-scope sprint that answers one question. Where does AI create value in this business, and what would it cost to capture it?
- Workflow mapping with the teams who do the work
- Opportunity sizing against real volumes and cycle times
- Feasibility testing on your own documents and data
- A prioritized roadmap with cost, risk and expected return
- A working prototype of the top opportunity
Fixed fee. Fixed dates. No obligation to continue.
Production Build
We design, build and deploy the system, integrate it with the platforms you already run, and get it in front of real users under real load.
- Eval-driven development against a labeled golden set
- Integration with your AMS, PAS, CRM and document stores
- Staged rollout with human review before autonomy
- Security, retention and compliance review support
- Handover: tests, documentation, runbook, training
Shipped to production, in front of real users.
Embedded Partner
For roadmaps that keep going. We stay embedded as a senior team while your own engineers take on more of the surface area.
- Second and third systems on shared foundations
- Model and framework upgrades as the frontier moves
- New lines of business and new geographies
- Hiring support and technical mentoring for your team
- A standing evaluation practice you keep
Structured so you can end it whenever you are ready.
One vertical. Studied properly.
Retail brokerages
Submission intake, appetite matching, proposal generation and renewal preparation, so producers spend their time selling instead of re-keying.
Wholesalers and MGAs
Clearance, market selection, quote comparison and binder issuance across dozens of carrier appetites that change every quarter.
Carriers
Underwriting copilots grounded in your own guidelines, submission triage, policy checking and claims summarization with a defensible audit trail.
Reinsurers, TPAs and services
Schedule extraction, bordereaux normalization, exposure roll-ups and the long tail of document work that scales badly with headcount.
Policy checking
Bound policies diffed against the quote, the application and the prior term, so discrepancies surface before the insured finds them.
Proposal generation
Client-ready proposals assembled from your data and your templates, with every figure traceable back to the document it came from.
Quote comparison
Carrier quotes normalized onto one grid, with the coverage differences, sublimits and exclusions that decide the placement pulled to the surface.
Certificate generation
COIs issued against the policy on file, with holder requirements read, endorsements attached and the exceptions routed to a human.
Submission creation
ACORD forms, narratives and exposure schedules built from the client file, then packaged per market appetite for a producer to review and send.
Quoting
Rating, eligibility and referral rules applied to a clean submission, so an underwriter opens a priced risk with the questions already flagged.
Tell us what you are trying to unlock.
A thirty-minute conversation is usually enough for us to tell you whether there is something here worth building, and to be specific about what it would take.