Windmill

Sector Expertise

Regulated AI

Driving AI Transformation Across Regulated Sectors

We specialize in FinTech, Wealth Management, and HealthTech where compliance, auditability, and data sovereignty cannot be compromised. Enterprise supporting; venture co-founding next door at Windmill Ventures.

Book an Industry SprintFilter Work by Sector
FinTech & Capital Markets

Agents that compliance officers and traders both trust

From high-stakes KYC onboarding pipelines to explainable credit scoring models and market data APIs, we design and operate financial AI systems that strictly conform to FINMA, BaFin, and SEC standards.

Key Capabilities:

  • Multi-agent KYC document parsing & PEP verification
  • Explainable AI decision models with transparent reasoning
  • Market data API interfaces and institutional sales apps
  • Continuous compliance audit logging & tamper-proof records
Launch a FinTech Sprint
Wealth Management & Private Banking

Digitizing exclusivity without diluting discretion

Private clients and Family Offices expect high-touch service and confidentiality. We build digital private banking apps, multi-custody wealth aggregators, and conversational offering analysis tools that augment relationship managers.

Key Capabilities:

  • Topaz modular white-label wealth management platform
  • Conversational retrieval over private market offering memorandums
  • Seamless integration with core banking engines (Temenos, Avaloq)
  • Digital onboarding tailored for EAMs and ultra-high-net-worth clients
Launch a Wealth Sprint
HealthTech & Clinical Protocols

Clinical-grade accuracy, zero-hallucination tolerances

In healthcare and clinical research, an incorrect citation or hallucinated recommendation is unacceptable. We build modular clinical protocol composers, patient companion journeys, and trial registries with rigorous Audra Eval gates.

Key Capabilities:

  • Multi-agent intake parsers and biomarker risk assessors
  • Structured clinical protocol generation in under 5 minutes
  • HIPAA and GDPR compliant sovereign data pipelines
  • Decentralized clinical trial registries and patient companions
Launch a HealthTech Sprint
Regulated Enterprise

Unlocking legacy repositories with agentic workflows

Complex enterprises suffer from fragmented knowledge silos and manual document processing. We implement enterprise document extraction pipelines, policy authoring engines, and evidence intelligence tools that compress multi-day workflows into minutes.

Key Capabilities:

  • RAG context retrieval over millions of unstructured documents
  • Automated policy authoring and compliance validation
  • Pharma field team evidence intelligence systems
  • 24-60 month SLA governance and token allowance management
Launch a Regulated Sprint
Venture Co-Founding

Launching a brand-new venture?

If you are an operator launching a new company rather than an institution modernizing core systems, visit our sister studio Windmill Ventures.

Visit Windmill Ventures ↗