AI-Generated Project Schedules: Verification Checklist
An AI-generated project schedule is a proposed project plan produced with the help of an artificial intelligence tool. It may organize work into tasks and suggest durations, dependencies, dates, resources, or milestones. Treat it as a draft, not an approved plan: before using it to set commitments or track delivery, verify that its scope and scheduling logic fit the work. AI-generated results can contain unsupported information, so check them against the project brief and other reliable sources. Microsoft also recommends reviewing and verifying Microsoft 365 Copilot results.1
Confirm the work and assumptions
Section titled “Confirm the work and assumptions”Compare the proposed plan with the project brief and the people responsible for delivering it:
- Are the objective, deliverables, exclusions, and acceptance criteria represented?
- Are phases and tasks specific enough to estimate, assign, and track?
- Do duration estimates use the right units and assumptions, such as working days rather than calendar days?
- Are owners and resource assignments realistic, and are unresolved assumptions recorded?
Resolve omissions and unsupported estimates with the project team before treating the task list as a commitment.
Project Plan 365’s Erix AI project-creation workflow can draft a project structure from a description and optional materials. Review its proposed tasks and assumptions against the brief just as you would any AI-generated draft.
Validate the schedule logic
Section titled “Validate the schedule logic”These checks apply to AI-generated schedules generally. As a desktop-specific example, in Microsoft Project check whether tasks are manually or automatically scheduled: automatically scheduled dates are calculated from inputs such as duration, dependencies, calendars, constraints, and resource information, while manually scheduled tasks do not recalculate in the same way. In any scheduling tool, confirm that each dependency represents a real work or approval sequence—row order alone does not link tasks—and that constraints or deadlines represent intentional requirements rather than guessed dates. For more detail on Microsoft Project desktop, see How Microsoft Project Schedules Tasks.
Check project, task, and resource calendars, including holidays and exceptions. Confirm resource availability and assignment units, and review task types where they affect work or duration. Verify that milestones represent the intended events: a zero-duration task is a milestone, while a positive-duration task marked as a milestone still spans its scheduled working time.
Recalculate, correct, and approve
Section titled “Recalculate, correct, and approve”Review the calculated dates in the target scheduling tool after checking the inputs. Investigate unexplained shifts, unrealistic overlaps, unavailable resources, fixed dates without a reason, and milestone dates that do not match agreed events. Project Plan 365’s Erix AI assistant can answer questions about project, task, and resource status and offer project insights to help identify items for follow-up. Verify those findings against the schedule and responsible owners, then record corrections and assumptions so later reviewers can understand the decisions.
Once the team has approved the reviewed schedule, save a baseline as the reference for comparing later progress. Saving a baseline records the plan; it does not approve the plan or validate its estimates.