Operationalize Trust with a Framework Designed for Real-World AI
We equip organizations with a practical, modular framework to embed trust directly into their AI systems, fully aligned with the Universal Verification Framework (UVF) from Just Verify.
What Is the Trust Layer Framework?
The Trust Layer Framework is our practical methodology for guiding organizations through the safe, ethical, and verifiable use of AI. It helps teams align AI operations with regulatory expectations, stakeholder trust, and real-world accountability, from procurement to production.
It’s not about theory, it’s about implementation.
We designed this framework specifically for real-world AI deployments, drawing inspiration from global initiatives like the Universal Verification Framework (UVF), while focusing on what companies actually need to do to make trust operational.
Core Pillars of the Framework
We guide organizations through four trust-critical layers:
Governance & Leadership
Establish clear policies, responsible AI leads, and escalation paths to manage AI risk and oversight across the organization.
Risk & Ethics Readiness
Assess AI use cases for risk level, societal impact, and alignment with internal values, before deployment.
System Oversight & Verification
Implement monitoring, testing, and audit processes to ensure your AI outputs remain safe, unbiased, and compliant over time.
Transparency & Communication
Equip teams and stakeholders with clear, explainable AI outputs and ensure you can demonstrate trust when it matters most, to users, regulators, and the public.
Flexible & Actionable
Unlike abstract frameworks, the Trust Layer Framework is designed for:
🧩 Modular adoption – Use what’s needed based on your AI maturity
🤝 Cross-functional clarity – Built to align leadership, tech, compliance, and operations
🎯 Outcome-focused – Helps teams measure real impact, not just compliance checklists
Applied Across Our Services
This framework is used across all our services, from advisory and custom roadmaps to readiness assessments and implementation support, ensuring consistency, depth, and alignment in every engagement.
Contact us
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