AI designed around how your industry works
We adapt the product to your industry’s rules, data and people — so it fits real workflows and regulatory requirements.
Industries
Finance
For banks, wealth managers and investment platforms, where client data is sensitive, core systems are hard to change, and any automated step can be questioned by compliance or a regulator.
Focus
- Private banking & wealth
- Onboarding & KYC
- Alternative investments
- Crypto & digital assets
Use cases
Agentic AI KYC onboarding
Turn client documents into profiles advisors verify
AI chat agent for fund offerings
Answer investor questions only from fund documents
AI lender acceptance prediction model
Predict mortgage lender acceptance, replacing a manual calculator
Crypto trading onboarding
Onboard crypto traders with suitability, AML and ID checks
Wealth overview platform
Show HNWIs’ net worth, assets and entities together
Mobile e‑banking app
Manage portfolios and message relationship managers on mobile
Life Sciences
For research, medical affairs and clinical teams, where every claim must trace back to published evidence and pass medical and compliance review before it reaches a doctor or sponsor.
Focus
- Scientific & academic research
- Pharma medical affairs
- Clinical trials
- Medical communications
Use cases
Evidence intelligence platform
Extract evidence from documents for pharma field teams
Decentralised trials registry
Track decentralised trials and their adoption by geography
AI-assisted research search platform
Search 166M scientific records with guided and chatbot help
Healthcare
For care providers and health companies, where outputs reach patients directly, health data needs strict control, and a qualified person must be able to check what the system recommends.
Focus
- Preventive & longevity health
- Patient support apps
- Digital therapeutics
Use cases
Agentic AI health protocol pipeline
Build personalised longevity protocols in under five minutes
AI-supported patient companion app
Support patients’ disease education and medication adherence
Transportation
For airlines, industry bodies and shipping operators, where data comes from many parties, decisions affect cost and compliance, and recommendations have to be justified to managers and partners.
Focus
- Aviation
- Air cargo
- Fuel efficiency
- Container shipping
Use cases
Shipping operations dashboard
Quote, book and document shipments in one place
AI cargo advisory chat assistant
Answer air cargo questions from industry manuals
AI-assisted fuel efficiency benchmark platform
Benchmark airline fuel efficiency against peers
Other industries we work with
Enterprise
For large organisations and software companies, where one product serves many teams and customers, releases are frequent, and new work has to fit the systems already in use.
Focus
- Virtual events & streaming
- Customer service & e-commerce
- Collaboration platforms
- Multi-channel consumer platforms
Information Services
For publishers, industry bodies and public organisations, where knowledge comes from many contributors, audiences range from experts to the general public, and readers need to find what’s relevant fast.
Focus
- Media & publishing
- Public policy & governance
- Professional communities
- Knowledge platforms
Trusted by teams wheregetting it right matters
What clients say
Testimonials
“I’ve partnered with Windmill on dozens of projects—from startups to enterprises—solving user problems across industries. They’re my go-to for user-centric product design and top opportunities.”
Eric Larnard
VP Platform & Shared Services, Clarivate Analytics
“Our partnership with Windmill merges world-class design thinking with NextCaller’s Insights Engine to power data-driven transformation and solve critical business needs.”
Sam Espinosa
SVP Sales & Marketing, NextCaller
“The Windmill team enabled us to narrow down our product requirements and to optimise our application’s functionality and impact quickly and professionally.”
Garrett H. Stevens
Chairman & President, Hemi-Sync
“We’re proud to partner with Windmill, combining their world-class design thinking with Squirro’s visionary Insights Engine to help customers drive digital transformation and solve key business challenges.”
Ralph Straeuli
Director Partner Management, Squirro
“Windmill delivered a robust mobile app that supports thousands of concurrent purchases. The customer feedback has been overwhelmingly positive.”
Paul Reiter
CEO of Great Notion
