Flyte insight · AI readiness
What should an AI and workflow audit actually give you?
Direct answer: A useful audit should replace scattered ideas with an operating view: how AI is being used today, which workflows matter most, what must change, and what the company should do first. Its value is a set of decisions the team can act on—not a catalog of tools.
Original Flyte perspective · September 21, 2026
01
A truthful current-state view
The audit should look beyond licenses and pilot lists. It should show how people actually use AI, where the work still breaks down, who owns the outcome, and which information or system constraints shape the opportunity.
02
Priorities with reasons attached
Every possible use case should not receive equal attention. The audit should compare business importance, feasibility, readiness, review effort, risk, and dependencies so leadership can see why one opportunity belongs ahead of another.
03
A future workflow people can understand
For a selected priority, the team should see how information enters, which steps AI supports, where judgment remains with a person, how exceptions return to an owner, and where the approved result is recorded.
04
A first implementation with boundaries
The first move should be small enough to test and important enough to matter. It needs an owner, representative cases, acceptance criteria, required access, and a clear stopping point when human judgment is needed.
05
A roadmap that can change with evidence
A longer direction is useful when it sequences capabilities and dependencies. It should guide the next twelve months without pretending the organization already knows what every later project will require.
Use this on one workflow
A practical review.
These questions help turn a broad AI discussion into operating choices a team can examine.
Can leadership explain what AI is doing today?
Are opportunities ranked by value, readiness, and risk?
Is at least one future workflow visible from trigger to outcome?
Are human decisions and exceptions named?
Is the first implementation scoped with an owner and acceptance criteria?
Can the audit stand on its own if the company implements internally?