AI Governance & Data Handling
Governance is not paperwork that slows adoption down. It is what makes adoption defensible: a written account of what your systems may touch, which decisions still require a person, and how you would prove both to a client, a carrier, or a court.
The Current Exposure
In the companies we assess, employees are already using public AI tools on real work. They are drafting correspondence, summarizing specifications, and checking their arithmetic, and they are doing it without guidance because none was ever offered. The exposure is not hypothetical and it did not require anyone to buy a platform.
Governance closes that gap in the useful direction. It tells your people what is safe, gives you a written position when a client asks, and keeps the human-approval requirement enforceable as automation grows. Done properly it enables the work rather than restricting it.
Eleven Policy Decisions
Each of these is a business decision, not a technical one. We bring the questions and the recommended positions; the answers are yours.
What the System May See
A written boundary around the records AI is permitted to read, so bid strategy, payroll, and client agreements are governed deliberately rather than by whoever pasted what into a chat window.
Where Data Goes
Which providers process your information, in what region, under what retention terms, and whether any of it can be used to train a model. Answered in writing, in plain language.
Who Has Access
Role-based access mapped to your actual org chart, so a field account cannot reach financial records and a departing employee's access ends when their employment does.
Which Decisions Require a Human
A documented line between what may run unattended and what must be approved. This is the single most important control in the whole framework.
Approval and Escalation Paths
Named approvers with defined authority, and a rule for what happens when the approver is unavailable rather than an assumption that they never will be.
Audit Trail and Retention
Every automated action logged with its input, its output, and its approver, retained long enough to answer a question raised months later.
Acceptable Use for Staff
Practical guidance your team will follow about the public tools they are already using, because the realistic goal is safe use rather than a prohibition no one follows.
Vendor and Subcontractor Terms
How AI use is represented in your agreements, and what you require of the parties handling your project information.
Client and Insurer Disclosure
A defensible written account of your controls, ready for the owner, general contractor, or carrier who asks how you use AI on their project.
Incident Response
What is done when a system produces a wrong output that reached a client, including who is notified and how it is corrected.
Review Cadence
A scheduled reassessment, because capability, staff, and regulation all move and a framework written once decays quietly.
Risks Without a Policy
The four exposures we find most often. Each one turns over to show how the framework closes it.
Confidential Information Entering Public Tools
Staff paste bid numbers and client documents into consumer chat tools because it is convenient and no one told them otherwise. This is the most common exposure we find, and the cheapest to close.
Unattended Decisions No One Approved
An automation that quietly commits to a number or sends an outbound message creates liability the company did not agree to carry. Governance is what keeps the approval requirement enforceable rather than aspirational.
No Answer When a Client Asks
Owners and general contractors increasingly ask how AI is used on their work. A company without a written position looks either unprepared or evasive, and neither helps at award time.
Access That Outlives Employment
Automation accounts and API keys tend to persist after the person who created them leaves. An access register makes that a routine offboarding step.
Governance Questions We Hear
Is this only for large companies?
No. A twelve-person office needs a shorter framework than a two-hundred-person one, not a different kind of one. The questions are the same; the document is proportionate.
Will governance slow down our automation work?
It does the opposite in practice. Most delay in automation projects comes from unresolved questions about what the system is allowed to touch. Settling those once, up front, removes the hesitation from every build that follows.
Do we need this if we are not building anything yet?
Arguably more so. Staff use of public tools is where the current exposure sits, and that is happening whether or not you have commissioned a single automation.
Who owns the framework afterward?
You do. It is written in plain language for your leadership to maintain, and companies on a fractional engagement have us keep it current as capability and regulation move.
Start With an Assessment
Schedule a 15-minute introductory call to discuss your company’s needs.