Start with a useful business question
An AI rollout needs a more precise objective than increasing adoption. Identify a repeatable task, the people who perform it, the information they need, and the human review the output requires. A meeting-summary workflow has a different risk profile from drafting material based on sensitive internal documents.
Choose a small number of use cases with accountable business owners. Agree on what useful output looks like, where an incorrect answer would create risk, and what the user must verify. This gives the pilot something concrete to evaluate.
Review access before increasing discoverability
Microsoft 365 Copilot respects the permissions users already have. That makes existing access decisions important: information that is broadly accessible today may become easier to discover and summarize through new workflows. Readiness work should examine the underlying access model rather than assume the tool will correct it.
Review a representative set of SharePoint sites, Teams, and shared content. Look for unclear ownership, broad access, stale guest membership, and sensitive material in unexpected locations. Prioritize remediation according to information sensitivity and the likely business impact of exposure.
Give information a usable structure
Permissions are one part of readiness. People also need to know which information is authoritative, who maintains it, and when it becomes outdated. Conflicting documents and unclear ownership make it harder to judge whether an answer is appropriate for a business decision.
Work with content owners to identify high-value information sources. Clarify document lifecycle, labels where applicable, and the process for correcting stale or misleading material. Confirm which controls and licenses are available in the actual tenant before committing to a specific implementation.
Run a bounded pilot
Select a pilot group that reflects the intended workflow and can provide useful feedback. Establish onboarding guidance, permitted uses, review expectations, and a channel for reporting unexpected behavior. Avoid using a pilot as a reason to bypass normal access or information-handling decisions.
Evaluate more than usage counts. Ask whether the output helped complete the intended task, how much review it required, and whether users understood its limitations. Record observed issues and distinguish information-quality problems from training needs or configuration decisions.
Make expansion an explicit decision
At the end of the pilot, bring the business owner, IT, and the relevant information or security stakeholders together. Review the evidence against the original use cases. Identify unresolved issues, the owner of each action, and any conditions that should limit expansion.
A readiness assessment should leave a prioritized backlog, a clear pilot scope, and practical adoption guidance. Broad enablement can then follow a documented decision rather than an assumption that licensing alone makes an organization ready.