AI Adoption Initiative · AA-03

AI Governance & Safe Adoption Framework

ImpactVery High

Complexity2 / 5

AI Adoption Est.$1,999Starting

Shadow AI is already present in most 50+ employee firms. Lightweight guardrails are missing, so data leakage risk rises, quality stays inconsistent, and formal projects stall while risk, legal, or IT wait on a usable framework.

The outcomeA practical governance model is in place and communicated: what data can enter AI tools, what decisions AI can make, what requires human review, and how the organization will monitor use. Teams can adopt faster because the rules are clear.

What you get

A right-sized acceptable-use and data-handling policy
Simple data classification and approved-tool guidance
Decision-authority tiers distinguishing autonomous use from human-required review
A lightweight monitoring approach for ongoing use
A quarterly review to keep the framework current

How we prove it · Your agreed metrics

Existence of an approved, communicated AI policy
Percentage of known AI use covered by the framework
Reduction in unapproved or high-risk shadow AI incidents
Time from idea to approved production use for new workflows

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