← Back to overviewAI readiness and workflow audit
AI readiness audit: find the first workflow worth implementing
If staff are already trying Copilot or ChatGPT, this audit finds the repeated job worth improving first, checks what information the tool would reach and gives the business a practical pilot plan.
What would the audit find?
It finds the tasks people repeat, how long they take, which emails, meetings or files they depend on and where mistakes would cause a problem. It also checks who can see the source information, how long it is kept, which licences are needed and who would be responsible for checking the result.
- The meeting, document, report or research task most worth testing.
- The Microsoft 365, Azure or other systems involved in that job.
- The files and information the workflow may use, and who may see them.
- The current time or quality baseline and a clear measure for the pilot.
What do we get at the end?
You get a ranked list of suitable jobs, a short note showing the data and permission risks, and one pilot brief. The brief states what goes in, what should come out, who checks it, what happens when it fails and how the team will decide whether it worked. If a job should stay manual, the audit says so.
Why check permissions before buying more Copilot licences?
Copilot can use information that the signed-in person is already allowed to reach. If old SharePoint sites, Teams or folders are too widely shared, the problem already exists and AI can make it easier to surface. The business should understand and correct that access before rolling the workflow out.
Official guidance: Microsoft 365 Copilot enterprise data protection.
Good fit
Use Attenta Partners when your team knows what it wants AI to do, but not how to make it safe and repeatable.
- A leader who knows staff are using AI but does not know which company information they are putting into it.
- A Microsoft-based team with several ideas and no agreement about which one is useful enough to test.
- An operations team that wants a practical pilot plan instead of another AI strategy presentation.
Boundaries
What AI will not do.
- A generic maturity score that does not tell the team what to do next.
- Giving AI broad access before checking who can see each file, mailbox and site.
- Promising savings or live deployment before the current workload has been measured and tested.
FAQ
Questions teams ask before putting AI into live work.
Is this a Microsoft 365 Copilot readiness assessment?
It can include Copilot readiness, but it starts with the operational job. The recommendation may use Microsoft 365 Copilot, a tailored Azure workflow, an existing non-AI control or no automation at all.
Do you need access to the whole Microsoft tenant?
No. Discovery should begin with the minimum information and access needed. Any technical review is scoped with the client's IT or security owner and follows least-privilege access.
What happens after the audit?
The client keeps the workflow map and pilot brief. Attenta Partners can then run the agreed pilot or hand the brief to the client's internal technology team.
Does the audit promise a return on investment?
No. It defines a baseline and measurable pilot target. Savings or quality improvements are reported only after the workflow has been tested with real, permitted data.
Related situations
Other office jobs AI can help with.