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Growing-Past-100-Employees-Whats-Next

Updated June 2026

Bridge document mapping this toolkit's topics to the matching folders/artifacts in the full framework.· Updated yesterday

LOOKING AHEAD

Growing Past 100 Employees: What's Next

When and how to graduate to a full enterprise AI governance program

[Your Business Name]

Small Business AI Toolkit | Internal Use

Start here

The simple toolkit works well while one owner or manager can still see most AI use. As the business grows, more people, tools, contracts, and data make informal control harder.

Use this guide to spot when you need more structure, then add the next layer one piece at a time instead of trying to copy a large-company program overnight.

IN PLAIN ENGLISH : The one thing to remember: growing bigger means making AI decisions more visible, not more complicated than they need to be.

This toolkit is built for a business where the owner can still see most of what is happening. That changes as you grow. More people make tool decisions. More systems connect. More customer and employee data moves around. At that point, simple rules are still useful, but they are not enough on their own.

Signs you've outgrown the simple version

More than one person is deciding what AI tools get used, bought, or connected to company systems.
You are moving into regulated industries, larger contracts, or partner requirements that ask for formal AI, privacy, or security controls.
A board, lender, insurer, or investor is asking how you manage AI risk and who approves higher-risk uses.
Different departments are each trying AI on their own, and nobody has one clear view of what is happening.
You are handling more sensitive customer or employee data at larger scale, so one mistake could affect a lot more people.
You have had your first serious AI-related incident or near-miss, and you do not want the next response to depend on memory and improvising.

What the bigger framework gives you

Start at the top-level README.md. It is the front door to the full Enterprise AI Strategy Framework. You do not need every folder at once. You do need to know where the next layer of structure lives when your business gets more complex.

This Toolkit	Enterprise Framework Equivalent
Simple AI Policy One-Pager	AI Governance Framework and Data Access & Classification Policy in 02-Strategy-Governance.
Should-We-Use-This-AI-Tool Decision Tree	The Data Usage, Model Risk Tiering, and Tool Vendor Approval decision trees in 05-Decision-Trees.
Employee AI Guidelines Quick Reference	The User Training & Enablement Program in 04-Enablement.
90-Day Owner Action Plan	The 100-Day Rollout Plan in 10-Program-Management.
AI Issue Log	The RAID Log / Program Tracker in 10-Program-Management.

START HERE : You do not need to adopt the full framework all at once: start with the Governance Framework and the Decision Trees, then expand.

For example

What changes	What the business adds
A 120-person company has three departments buying their own AI tools.	One person becomes the named AI owner, and each department lists the tools it uses before buying anything new.
A larger customer asks how AI tools are approved.	The business writes down who approves tools, what data is allowed, and where vendor answers are stored.
An AI mistake affects several customers.	The business uses a simple issue log and response plan instead of relying on memory and hallway conversations.

FOR EXAMPLE : The first grown-up step is usually a clear owner and a shared tool list, not a committee.

Words explained

Word	What it means
Governance	The rules for who can approve, use, review, and stop AI tools.
Framework	A set of templates and steps you can reuse instead of making decisions from scratch each time.
Risk tier	A simple way to sort AI uses by how much harm a mistake could cause.
Incident	A problem or near-miss that should be written down and handled, not ignored.

DISCLAIMER : This is general guidance, not legal, compliance, financial, or board-governance advice. Growing businesses in regulated or contract-heavy industries should get advice that fits their real obligations.