Deploy High-Risk AI
with Confidence.
We help regulated organisations in government, health, and finance build the human layer that makes AI systems trustworthy, compliant, and actually adopted.
The gap no one is designing for
Your AI system is technically ready.
It’s accurate. It’s secure. It meets your compliance checklist. Your team built it well.
But is it humanly trustworthy?
If users can’t understand its decisions, can’t recover when it’s wrong, and can’t override it when they need to — it will fail in the field. That’s not a technical problem. It’s a design problem.
67% of users abandon AI systems they don’t understand. 42% more helpdesk costs follow. We fix this before it happens.
Three ways we work with you
Trust Audit
We assess your AI system against the four Trust Layer principles — explainability, recoverability, accessibility, and human control — and show you exactly where the gaps are.
trustaudit.tools → (opens in new tab)Framework Implementation
We design and build the Trust Layer into your existing AI systems and processes, working alongside your product, UX, and compliance teams.
EU AI Act Readiness
We map your high-risk AI obligations and build the human-centred compliance layer you need before August 2026.
We work with regulated industries deploying high-risk AI
Government
Federal agencies, ministries, and public institutions deploying AI in citizen-facing services.
Healthcare
Hospitals, insurers, and health technology companies using AI for diagnosis, triage, or patient decisions.
Finance
Banks, insurers, and financial institutions using AI for credit, fraud, or eligibility decisions.
Built on research. Validated in practice.
The Trust by Design framework was developed through independent research across 14+ AI implementation teams in the German public sector, and validated through advisory sessions with process management leaders in regulated government institutions.
We don’t consult from the outside. We’ve built government AI systems from the inside.
Framework presented to 6+ German government communities · Master’s research, ELISAVA · EU AI Act specialist
Self-service tools if you’re not ready to talk yet
TrustAudit Tools
Run your own Trust Layer assessment. Identify explainability, recovery, accessibility, and control gaps in your AI system.
trustaudit.tools → (opens in new tab)TrustBridge
See how the Trust Layer works in practice across government, health, and finance.
trustbridge.design → (opens in new tab)Ready to build trustworthy AI?
Discovery calls are 30 minutes. No obligation.