We can work with the system you already have.
Windmill can evaluate, improve or extend AI products built by an internal team or another partner. The system does not need to have been built by us.
Check it: Evaluation & AssuranceWhy Windmill
The case, on one page
Windmill designs and engineers AI products for regulated and complex businesses, from the user experience and interactions to the intelligence, software and controls behind it. This page is built to be forwarded: every claim on it links to the page that substantiates it, so it can be checked without a conversation.
Three claims you can check
You know the engagement shape before it starts.
Each engagement states what it produces and what happens afterwards, including where the honest answer is that nothing continues.
Check it: The four servicesProof comes before scale.
Evaluation criteria, representative scenarios and business signals are established before a prototype becomes a production commitment, and stopping is a valid outcome where the evidence does not support more investment.
Check it: Proof of ValueHow an engagement begins, and how it continues
Four ways in, and no requirement to start at the beginning. Each states what it produces and what follows.
Prove it
AI Strategy & Experience
Decide where AI is worth pursuing — and what it will take to succeed.
Build it
Proof of Value
Turn a promising AI use case into evidence you can act on.
Run it
Product Build & Scale
Take a validated product from proof into production.
Assure it
Evaluation & Assurance
Know how the product performs, where it fails and what needs to improve.
Five reasons, each checkable
- Engagements are led by named people, not staffed and handed on.Who you would work with
- Experience, intelligent behaviour and control are designed together, with evidence at every stage rather than controls added at the end.Prove it, Build it, Run it, Assure it
- The work is in demanding operating contexts, private banking, fintech, health and life sciences, where products face operators, regulators and risk functions, not only end users.Financial services
- Continuing relationships are stated up front as the normal shape of production work, not introduced later as an upsell.The four services
- Evaluation is part of delivery: quality gates, human review and audit evidence are product work here, not a compliance afterthought.Trust and security
What happens next
A commercial conversation goes to a senior lead. Security and procurement questions can start from the Trust & Security page.