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AI Governance

Diagnose → Adopt → Operationalize.

A single, unified umbrella of three proprietary assets that meet clients where they are — anchored in DOJ ECCP (2024), FDA AI guidance, EU AI Act positioning, and the HHS-OIG seven elements.

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TRESTLE’s AI Governance practice sits under a single, unified umbrella — three proprietary assets that meet clients where they are, anchored in DOJ ECCP (2024), FDA AI guidance, EU AI Act positioning, and the HHS-OIG seven elements.

Step 01 · Diagnose

The TRESTLE AI Integrity Test

Board-ready diagnostic

Fourteen scored instruments across four dimensions. Measures whether your AI is governed, on the record, today — and delivers a board-ready findings memo plus a 45-minute executive workshop.

Ideal starting point · 4–6 weeks
Step 02 · Adopt

TRESTLE AI Integrity Framework

The governing framework

The complete governance framework the Test measures against — policies, SOPs, roles, and control library across all four dimensions. Adopt it as your enterprise AI-governance standard and remediate to it.

Adoption & remediation · 3–6 months
Step 03 · Operationalize

TRESTLE Praxis

Continuous AI-governance platform

The planned platform that operationalizes the Framework day-to-day: AI-inventory, human-in-the-loop workflows, monitoring, incident logging, and audit-ready evidence — continuously.

Continuous operation · platform
Deep-dive: The TRESTLE AI Integrity Test

Fourteen scored instruments across four dimensions: Governance & Accountability, Model Lifecycle & Human-in-the-Loop, Bias / Drift / Quality, and Regulatory Alignment. Deliverable: board-ready findings memo plus a 45-minute executive workshop.

01 Governance & Accountability 02 Model Lifecycle & HITL 03 Bias, Drift & Quality 04 Regulatory Alignment Integrity GOVERNED ON THE RECORD
Four dimensions, one balanced system — a program is judged by its weakest dimension.
01

Governance & Accountability

A named human owns every consequential AI decision — in writing, before deployment, and visible to the board. AI Use Policy, HITL SOP, and board reporting cadence.

4 instruments
02

Model Lifecycle & HITL

Every model has documented approval, validation, and a path to a qualified human when stakes rise, confidence falls, or signals diverge.

4 instruments
03

Bias, Drift & Quality

Model-risk and bias-review SOP with measurable monitoring. Detect-and-correct is timed, drilled, and rollback speed is part of how the program is judged.

3 instruments
04

Regulatory Alignment

DOJ / FDA / OIG / EU AI Act framework — including GMLP, SaMD, ECCP (2024), and OIG GCPG (2023). Workforce AI training and audit-ready evidence trail.

3 instruments
14Scored instruments across 4 dimensions
1Board-ready findings memo
45minExecutive workshop — on your terms
Request a board walkthrough
The TRESTLE AI Integrity Test™, TRESTLE AI Integrity Framework™, TRESTLE Regulatory Radar™, TRESTLE Privacy Console™, TRESTLE FMV™, and TRESTLE Praxis™ are trademarks of TRESTLE Compliance, LLC. TRESTLE Compliance® and the TRESTLE hexagon logo are registered trademarks of TRESTLE Compliance, LLC. © 2026 TRESTLE Compliance, LLC. All rights reserved.
Next Step

Find the right AI governance starting point.

Whether you need an initial diagnostic, a written framework, or leadership alignment, we can begin with the risks and use cases already present in your organization.