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Workflow Opportunity Canvas

Map the work before deciding where AI belongs.

For: Process owners, team leads, and domain experts
Use when: Before choosing a tool or starting a pilot
Suggested time: 25 minutes · Version 1.0 · October 5, 2026

Use this guide to structure a discussion, then record your answers in the editable template or printable PDF. Use synthetic or authorized information. A named person owns each decision.

1. Understand the current workflow

Map one recurring workflow from its trigger to a completed outcome. Include the people, waiting, and handoffs that make it work.

Trigger and user
What starts the work, and who needs the result?
Steps and handoffs
List the actual sequence and who handles each step.
Inputs and outputs
Which sources enter, and what usable result leaves?
Friction and baseline
Where does work wait or get repeated? State evidence and uncertainty.
See a completed companion example

Illustrative responses for a fictional workflow. These are planning assumptions, not client results.

Trigger and user
A service-desk analyst receives a routine leave-policy question.
Steps and handoffs
Classify question → find approved policy → draft answer → specialist reviews → analyst sends.
Inputs and outputs
Question plus versioned policy; a cited draft answer or an escalation.
Friction and baseline
Assumed baseline: 15 minutes active handling per routine question; validate with a two-week sample.

2. Redesign the work

Separate what must change in the process from what an AI system could contribute.

Desired outcome
What should improve for the person receiving the service?
AI contribution
Name a bounded task AI could perform.
Human contribution
Which judgment, approval, or exception stays with a person?
Simplify first
What could be removed, standardized, or fixed without AI?
See a completed companion example

Illustrative responses for a fictional workflow. These are planning assumptions, not client results.

Desired outcome
A correct policy answer with fewer handoffs.
AI contribution
Retrieve approved passages and draft a response with citations.
Human contribution
The specialist checks eligibility-related questions and approves every reply during the pilot.
Simplify first
Remove duplicate policy versions and publish a clear escalation route.

3. Set the first boundary

Choose a small experiment and decide what would justify continuing.

Scope and exclusions
Which cases enter? What is deliberately excluded?
Sources and permission
What is available, current, and approved for this use?
Proof and owner
What will you test, who owns it, and when will you review?
See a completed companion example

Illustrative responses for a fictional workflow. These are planning assumptions, not client results.

Scope and exclusions
General policy explanations only; no individual eligibility decisions or personnel-record access.
Sources and permission
An approved synthetic policy corpus with named document owners.
Proof and owner
Service-desk lead tests 40 synthetic cases, reviews citations and escalations, and decides after two weeks.

Record the next decision.

What will you do next, who owns it, and when will you review the evidence? Keep unresolved assumptions visible.

Continue with these tools.

By Vic Akosile · Built Into Work. Use and adapt for your own work or your team’s work; credit the source when sharing adaptations. These tools are discussion aids, not validated assessments. Fictional examples and proposed targets do not establish readiness for real use.