AI Delivery PipelineSwiss HQ · ISO 27001:2022

Build what’s next - with AI-first experiences that scale

We help financial institutions and enterprises move from hype to production with modular agentic pipelines, scalable human-in-the-loop UX, and compliant architecture - then we operate them for 2-5 years.

Start with our Agentic Sprint (4 wks)See the 2-5 Year Model

Trusted by regulated institutions & enterprise leaders

The Product is the Pipeline

Turn AI ambitions into audited production

Explore full 6-stage pipeline→

Prioritize

Use-case grid: business value versus implementation feasibility. Quick wins and strategic bets - not hype-driven agents.

Design the agent system

Data map, agent roles, orchestration, tools and MCP, memory, and feedback loops. A modular pipeline that can grow.

AI-first UX

How people initiate, guide, and take back control. Confidence, handoff, and explainability - not a chatbot bolted on.

Prototype in the Sprint

Working agents on your sandbox data in four weeks. Architecture, governance brief, and a playbook to deploy.

Eval and govern

Audra Eval gates, ISO evidence, observability, prompt and model versioning. Nothing ships below threshold.

Ship and Run

Production, then a 24-60 month operating subscription: drift, evals, security, and monthly feature velocity.

Years of experience

Companies partnered with us

180

Innovative products

ISO 27001

Certified 2022

Proven Delivery

Featured case studies

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FinTechAgentsUX

AI sprint · Development

KYC/Onboarding re-imagined with AI agents

Agentic pipeline for KYC and onboarding - documents, checks, and explainable handoff.

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HealthTechAgentsEval

AI sprint · Development

Accelerating personalized health protocols with agentic AI

Modular agents parse clinical documents, assess risk, and compose protocols in under five minutes.

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FinTechPrioritizeAgents

AI model · AI sprint · Design · Development

Transforming loan acceptance predictions using artificial intelligence

From credit data to an explainable acceptance model wrapped in a usable decision experience.

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WealthUXAgents

AI sprint · Development

Chat-based offering analysis for private market investors

Investors interrogate offerings in natural language, with citations and compliance bounds.

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FinTechPrioritizeUX

Discovery · UX audit · Product design sprint

Reinventing compliance for the modern hedge fund

Compliance workflows redesigned for speed without dropping the audit trail.

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WealthUXRun

Design · Motion · Product design sprint

Digitizing exclusive client servicing in private banking

Mobile e-banking for HNWI clients, integrated with core banking (Temenos).

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Proprietary Products

Topaz Modular Wealth Platform

Topaz is our white-labeled wealth management suite: 360° client portfolios, document aggregation, advisory workflows, and compliance. Proof that we build and run enterprise products - not only short-term consulting sprints.

Discover Topaz & Audra Suite Why We Built Audra Vibe

Client & Partner Endorsements

What our partners say

“I’ve partnered with Windmill on dozens of projects - from startups to enterprises. They’re my go-to for user-centric product design.”

Eric Larnard

VP Platform & Shared Services, Clarivate Analytics

“Windmill delivered a robust mobile app that supports thousands of concurrent purchases. The customer feedback has been overwhelmingly positive.”

Paul Reiter

“Our partnership with Windmill merges world-class design thinking with NextCaller’s Insights Engine to power data-driven transformation.”

Sam Espinosa

Perspectives

Latest insights & engineering essays

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Insight · 2026

From SaaS to self-built in weeks, not months: Why we created Audra Vibe

How we replaced a SaaS stack with an AI-native build in weeks — and why that is now our default.

Insight · 2026

Audra Eval: How we hold our own AI work accountable

CI/CD for AI accuracy: quality gates, citations, hallucination rates, and production monitoring.

Insight · 2025

Certified secure: Our upgrade to ISO 27001:2022

Swiss-style security, independently certified. Required for the banks and health teams we serve.