VILA builds one agent platform and deploys it one industry at a time. Before we sell into a vertical, we operate inside it — licensed, regulated, on the hook. Our first vertical is insurance, and we hold the brokerage license to prove it.
An applied-AI company building and operating autonomous agent systems for regulated industries.
The category is full of demos. Agents trained on synthetic tickets, validated against benchmarks nobody in the industry recognizes, sold by teams who have never quoted a policy, closed a claim, or answered to a regulator. They work in the deck and break in production — because the deck never had a real customer, a real compliance rule, or a real edge case in it.
We took the opposite path. We build agents the only way we trust: by running the business ourselves, on live operations, with our own license on the line. If an agent can't survive our own back office, it never reaches yours.
The hard part of agent work — the models, the orchestration, the evaluation — is the same in every industry. The data and workflows change. So we built the platform once and commercialize it one vertical at a time.
The ML models, agent orchestration, and evaluation infrastructure are shared across every deployment. We're not a consultancy rebuilding from zero per client — we're a platform that gets sharper with every vertical it enters.
In each industry we become a licensed, working participant. In insurance, that means a real brokerage running real quoting, servicing, acquisition, and claims intake. The live operation is the development and testing environment. No simulations.
Once the agents hold up under our own operations — real customers, real compliance — we deploy them for other operators in the vertical. You inherit a system already proven on a live book of business. Ours.
Our first commercial vertical is insurance — AI agents for brokerages and agencies across the workflows that actually consume a broker's day.
Intake to bind, across carrier rails, without the copy-paste.
Endorsements, renewals, certificates — the long tail of “can you just.”
Data-driven outreach that finds the right risk before a competitor does.
First notice of loss handled fast, structured, and routed right.
The platform was built to move. The same agents that quote a policy can read a contract, reconcile an invoice, screen a candidate, or route a logistics exception — the work is the same; only the domain changes. Under evaluation now:
Our agents are validated against real customers, real money, and real regulators — the only test that predicts production.
We carry the license. We live inside the rules. The agents are built by people who answer to the same regulator you do.
Every vertical we enter makes the core models and evaluation sharper. You're buying into a system that improves with scale, not a frozen point solution.
Lean, technical, and operating its own business. We feel every flaw in the product before you do — because we're the first ones using it.
We design, fine-tune, and evaluate the machine-learning and LLM systems behind every agent — and build the platform that deploys them across verticals.
That's the whole standard. Want to see what it produces?
VILA