Production over prototype.
We don't build demos. We build systems that handle real volume on day one — with cited reasoning, audit logs, and processor sign-off baked in.
About Bingo Solutions
We ship AI systems that hold up in production.
Bingo builds AI for workflows where the cost of a wrong answer is real. Claims adjudication is our flagship. The same patterns — cited reasoning, mandatory human verification, audit-evident every step — ship in custom builds for healthcare, insurance, and benefits operations.
The belief
If it doesn't operate in production, it isn't AI — it's a demo.
How we operate
Six principles. No exceptions.
Outcomes over hours.
We price to value delivered, not time spent. If it doesn't save you money or eliminate risk, we failed — and we'll tell you that.
Narrow and deep.
We pick specific workflows and own them completely. We don't do "a little AI everywhere." Pick one workflow that hurts; we'll make it stop hurting.
Humans in the loop.
AI handles volume. Humans handle judgment. Every system we ship requires a licensed person to verify and sign — no claim, decision, or output advances without it.
Ship, then earn trust.
Phase 1 is always low-risk, fast to deploy, and immediately useful. Deeper automation comes after we've proven the cited reasoning holds up on your data.
Compounding systems.
Every plan parsed makes the system smarter. Every override teaches it. We build moats, not point solutions — and the moat gets deeper with every claim.
What we ship
One product. The patterns underneath, available custom.
Flagship product · in production
Bingo Claims
Agentic claims adjudication for TPAs. Ingests SPDs, cites the exact clause, auto-adjudicates the routine, escalates edges with full rationale. 45-second adjudication, 100% cited, signed by a licensed processor.
Custom · on the same patterns
Custom AI builds
The patterns we ship in Claims — citation-checked answers, mandatory human verification, audit-evident — port to insurance underwriting, compliance review, and benefits administration. We build narrow, deep, production-ready.
Talk to us
Got a workflow that hurts?
Thirty-minute call. Tell us what's costing you the most processor time. We'll tell you honestly whether AI helps.