Tigerless Health
Insurance business with technology put to work every day.
AI shouldn’t just assist businesses — it should run them.
Agentic AI for Real-World Operations. Starting With Insurance.
Build it. Show the work. Run it.
Tigerless AI builds AI agents on leading foundation models, along with the infrastructure that makes them dependable in production: grounding, memory, guardrails, and human oversight.
Lara
The enterprise AI agent that works with your team and for your customers.
Tigerless Labs
An open AI lab researching the architecture of next-generation agents.
Tigerless Health
Tigerless Health is the insurance business of Tigerless AI, and the first place we put our AI to work. The business is real, so the AI has to be. We started with healthcare — the hardest one.
Today Tigerless offers health and P&C coverage to the international community across the U.S., with customers from more than 136 countries. AI is built into how it works, from the service customers receive to the operations behind every policy, and as a licensed, regulated business, it holds that AI to a high standard.
Lara: AI for Insurance Customers and Operations
Lara is the AI system developed by Tigerless AI and used in Tigerless Health's customer support and internal operations. It is built for two problems that hold insurance back: customers who struggle to get clear answers about their coverage, and teams slowed down by manual work spread across many systems.
For customers, Lara answers questions about coverage, cost, enrollment and claims from their actual plan documents. For the team, it works as an AI agent, carrying out multi-step workflows across the systems the business runs on.
Tigerless Labs: Our AI Engineering, in Public
Tigerless Labs is the open AI lab of Tigerless AI, researching the architecture of next-generation agents. Its projects tackle the real problems of running AI agents in production, from agent harnesses and skills to memory, guardrails and cost visibility.
10,919stars
autoharness
Building the self-learning layer next-gen agents will ship with, learning skills from real work.
5,805stars
cost-xray
Usage logs tell you what a turn cost; Cost X-ray tells you why, attributing every token in the context to its source.
4,310stars
agent-memory
Long-term memory that gives any agent a retrieval engine's ranking over a filesystem it can just read.
Insights
What we're learning along the way.
Ideas, technical work, and commentary from across Tigerless AI.
November 9, 2026
Can AI Help Families Coordinate Their Health Insurance Coverage?
When a family has more than one health plan, someone has to know which plan pays first. Here is what the rules say, what AI can check, and where a licensed agent takes over.
November 4, 2026
Why Personalized Insurance Matters More, and How AI Fits In
Personalized insurance means a plan that fits your situation, not an average customer. Here is why it matters now, where AI helps, and where it does not.
November 3, 2026
Is Your Insurer Canceling Your Policy? Check the Reason With AI
A rescission cancels a health policy back to its start date. AI can help you check the insurer's reason and prepare your appeal.
One system.Continuously improving.
Built to understand insurance products deeply, reason through customer-specific situations.
- Tigerless Health
- Lara
- Tigerless Labs
