Industries

Product experience and technology shaped for real operating contexts.

Industry fluency matters when intelligent behaviour has to fit established workflows, permissions, professional judgement and control functions. It shapes the work without creating a different service model for every sector.

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Where Windmill has meaningful sector experience

The same Experience · Intelligence · Control lens changes with the operating context.

A wealth management app on three phones, showing net worth, portfolio performance and advisor insights.

Private banking & wealthBankingFinTech

Financial Services

Financial products have to work for customers, advisors, operations and control functions at the same time. Windmill brings product experience, engineering, evaluation and operating controls together around those realities.

Explore financial workflows, work and engagements →

In production: Topaz Modular Wealth Platform - White-labelled digital wealth management, in production for private banks and asset managers.

Experience: Design customer, advisor and operator journeys so intelligent behaviour can be understood, reviewed, corrected and acted on appropriately.
Intelligence: Connect models, agents, data and integrations to the financial workflows they support rather than treating AI as a separate interface layer.
Control: Define evaluation, permissions, review boundaries, observability and operating evidence in proportion to the product and decision.

A patient app showing daily activity, a glucose reading in range, and the next medication due.

HealthWellbeingLife sciencesProfessional information

Health & Life Sciences

Health and life-sciences products often sit alongside professional judgement, sensitive information and established operating workflows. Windmill designs intelligent capability so it supports those workflows rather than sitting outside them.

Experience: Make AI-supported experiences understandable and usable for the people receiving, reviewing or acting on the information.
Intelligence: Design data, model behaviour, information flows and integrations around the real product decision or workflow being supported.
Control: Build in appropriate review, provenance, permissions, quality evaluation, exception handling and operating evidence.

An evidence platform on a tablet, showing a filtered clinical study with cohort demographics alongside it.

Information productsEnterprise platformsInternal workflows

Information Services & Enterprise

Information-rich and enterprise products depend on more than a capable model. Intelligent behaviour has to fit existing systems, source material, permissions, professional workflows and commercial operating models.

Experience: Design search, synthesis, workflow assistance and operator tooling around how people find, review, create and act on information.
Intelligence: Ground intelligent behaviour in appropriate enterprise data, retrieval, orchestration and integrations, with outputs structured for the surrounding workflow.
Control: Make access boundaries, source traceability, evaluation, monitoring, cost, latency and human intervention visible enough to operate responsibly.

Relevant work