AI at Work: Practical Skills, Examples and a Learning Roadmap
Turn notes into actions, check a spreadsheet, write a useful update and prepare a presentation. Practise with fictional work and clear review steps.
Make the work clearer. Make the result usable.
Start with one recurring task you understand well enough to review. These guides show what to give the assistant, what a useful result looks like and where a polished draft can go wrong. Use fictional material first, then your workplace’s approved tools and process.
Your first useful result
A meeting action list with no invented owners or deadlines.
Take the short fictional meeting note. Separate confirmed actions from suggestions and keep the unassigned work visible.
Use approved tools and permitted work material. Drafting a reply or report does not authorize sending it or changing shared systems.
Build your roadmap
Choose your starting topic and one, three, five or all eight suggested sessions. Add an optional goal, then copy or download a Markdown plan with space for your attempt, checks and next step. The planner combines authored material locally; it does not call AI, execute a task, assess ability or save edits across reloads. Choose your own pace.
1. Make the next action clear
Make: A reviewed list of decisions, actions and unresolved assignments.
Review: Can every owner and deadline be traced to the notes?
2. Report the actual state
Make: A concise update with evidence, blockers and the decision needed.
Review: Have draft, local and unapproved work kept those labels?
3. Check the calculation
Make: An admitted-row list, denominator and independently checked result.
Review: What happens when there are no valid records?
4. Explain the decision
Make: A five-slide argument with a specific approval request.
Review: Can a new reader tell what decision you need?
5. Build a transferable skill
Make: A first attempt, revision and fresh practice brief.
Review: Can you use the structure on a different task with less help?
6. Leave a usable handoff
Make: A handoff with current state, file map, unresolved decisions and a first action.
Review: Could someone resume the work without guessing which version is current?
7. Explain what changed
Make: A version comparison separating wording changes from changes in meaning.
Review: Does each consequential difference point to both original passages?
8. Ask better process questions
Make: A short interview guide with neutral questions and an evidence note template.
Review: Do the questions invite a concrete example rather than the answer you prefer?
A default three-session plan
My work roadmap
Goal: A meeting action list with no invented owners or deadlines.
3 suggested sessions. Choose your own pace. This is an authored planning template, not a skill assessment.
Use approved tools and permitted work material. Drafting a reply or report does not authorize sending it or changing shared systems.
#### Session 1: Make the next action clear
Make: A reviewed list of decisions, actions and unresolved assignments.
Review: Can every owner and deadline be traced to the notes?
Guide: https://powerofai.ca/playbooks/meeting-to-actions
My attempt:
What I checked:
What I will try next:
#### Session 2: Report the actual state
Make: A concise update with evidence, blockers and the decision needed.
Review: Have draft, local and unapproved work kept those labels?
Guide: https://powerofai.ca/playbooks/weekly-status-report
My attempt:
What I checked:
What I will try next:
#### Session 3: Check the calculation
Make: An admitted-row list, denominator and independently checked result.
Review: What happens when there are no valid records?
Guide: https://powerofai.ca/playbooks/spreadsheet-questions
My attempt:
What I checked:
What I will try next:
Prepared with Power of AI. No tasks were run by this planner.
Practice a decision
These authored scenarios have explanations tied to the stated facts. A correct choice is practice feedback, not a skill certification.
The helpful invented deadline
The notes say “An accessibility check is needed.” The action table says “Mina will complete the check by Monday.”
What should you change?
- Keep the deadline because every action needs one.
- Remove the action entirely.
- Keep the action, mark owner and deadline unassigned, and request confirmation.
Answer: Keep the action, mark owner and deadline unassigned, and request confirmation.
The need is supported, but the assignment is not. A visible gap is useful; a fabricated commitment changes the record.
A suspiciously low average
Two completed requests took 30 and 50 minutes. One open request has a blank duration.
What is the average recorded time for completed requests?
- About 26.7 minutes, counting all three requests.
- 40 minutes, using the two completed requests.
- 0 minutes because one value is missing.
Answer: 40 minutes, using the two completed requests.
The admitted total is 80 minutes and the denominator is two. The open request is outside the stated question; its blank is not zero.
A handoff says “done”
A draft works locally, but capacity is unconfirmed and nothing is published.
Which opening preserves the state?
- The website is finished and live.
- The draft is ready for review; capacity remains unresolved and it is unpublished.
- Everything is blocked and no work exists.
Answer: The draft is ready for review; capacity remains unresolved and it is unpublished.
A precise state statement preserves both the work completed and the remaining limits. Neither broad success nor broad failure describes the record.
One word changes the promise
A revision changes “a place may be available” to “a place is available.”
What kind of change needs review?
- Only a cosmetic edit.
- A stronger availability claim that may need owner confirmation.
- Proof that a place has been booked.
Answer: A stronger availability claim that may need owner confirmation.
The wording removes uncertainty and strengthens the promise. Compare it with the intended process before accepting the change.
The handoff workshop
Turn a small project record into something another person can act on. Practise keeping current work, evidence and open decisions distinct.
The interactive workshop keeps a separate attempt, revision, evidence notes and changed-condition response for each exercise during this visit. Select another exercise to switch between them; reload or navigation clears the work. Copy or download explicitly to keep it. Opening the authored example is optional. Review choices are self-recorded; editing a revision resets those choices while preserving your notes.
Hand over a draft page
Source packet: Fictional project record: workshop-page-v3 is the current draft. The contact link opened the expected form in a local preview. Capacity is written as 24 but the venue has not confirmed it. The accessibility review is unfinished. Nothing has been published. The file approved-facts contains the confirmed date and venue name.
Task: Write a short handoff with current state, files to open, evidence, open decisions and the first next action. Do not assign an unagreed deadline.
Starting structure:
Current state: Files to open: What was checked: Open decisions: First next action:
Authored example: Current state: workshop-page-v3 is an unpublished draft. Open it with approved-facts, which contains the confirmed date and venue name. Evidence: the contact link opened the expected form in a local preview. Open items: the venue must confirm capacity, and accessibility review is unfinished. First next action: obtain the capacity decision and identify the review step before treating the page as ready to publish.
Review:
- Preserve current status: The draft remains unpublished and the unfinished review remains visible.
- Keep evidence specific: Opening the form locally is not described as live delivery or publication.
- Make the next action usable: The unresolved capacity decision is named without invented approval or deadline.
Changed condition: The venue confirms capacity 18 and the draft is updated. Which parts of the handoff change, and which claims still cannot be made?
Authored reference: Record the confirmed capacity and updated draft. The content affected by that change needs checking. Accessibility remains unfinished and publication has not occurred; neither should inherit completion from the capacity decision.
Separate actions from offers
Source packet: Fictional meeting note: “We agreed to use the short welcome text. Sam will update the draft. Lee could check the links if a test account is ready. We still need a decision about the signup deadline.” No due dates were agreed.
Task: Create a compact record with decisions, explicit actions, conditional offers and unresolved questions. Preserve the condition on Lee’s offer.
Starting structure:
Decision: Explicit action: Conditional offer: Unresolved question:
Authored example: Decision: use the short welcome text. Explicit action: Sam will update the draft; no deadline was agreed. Conditional offer: Lee could check links if a test account is ready; this is not an unconditional assignment. Unresolved: decide the signup deadline.
Review:
- Keep the categories distinct: The decision, explicit action, offer and unresolved question are separated.
- Preserve the dependency: Lee’s possible check still depends on a ready test account.
- Do not fill gaps: No due date or signup deadline has been invented.
Changed condition: A test account becomes ready, but Lee has not confirmed availability. Does that complete the assignment? Write the next clarification needed.
Authored reference: The dependency is resolved, but the conditional offer has not become a confirmed assignment. Ask Lee to confirm whether they will take the check and agree on timing if needed.
A coaching request to take to an assistant
Help me improve a handoff using only the supplied fictional record. Ask what the next person needs first. Keep draft and approval states explicit, distinguish checks from assumptions and point to one gap in my attempt. Do not send messages or modify shared systems.
Eight playbooks to keep using
- Make the next action clear: A reviewed list of decisions, actions and unresolved assignments.
- Report the actual state: A concise update with evidence, blockers and the decision needed.
- Check the calculation: An admitted-row list, denominator and independently checked result.
- Explain the decision: A five-slide argument with a specific approval request.
- Build a transferable skill: A first attempt, revision and fresh practice brief.
- Leave a usable handoff: A handoff with current state, file map, unresolved decisions and a first action.
- Explain what changed: A version comparison separating wording changes from changes in meaning.
- Ask better process questions: A short interview guide with neutral questions and an evidence note template.
Choose a working environment
A drafting workspace
Bring the approved facts and ask for a reviewable draft with unresolved details visible.
A file workflow
Use a working copy and inspect the actual document, spreadsheet or presentation.
Questions before you begin
What if my employer has not approved an AI tool?
Use the fictional exercises here and ask about the workplace policy before supplying real work material.
How do I show that AI helped?
Keep the original task, the revised result and the checks you performed. Describe that evidence without inventing time savings or business impact.
Should I automate the first useful task?
First repeat it manually with varied inputs. Define the exceptions and authority before deciding whether automation would help.
Which task is a good step beyond drafting?
Try a handoff, a version comparison or an interview guide. Each produces an artifact a colleague can inspect and helps you practise a different kind of judgment.
How do I make the result useful to a colleague?
Include the purpose, current state, exact working files, evidence and next action. Test whether someone can resume from the document without guessing.
Can I use the workshop with real work records?
The exercises are built around fictional source packets. Practise here, then take the method to an approved workspace with material you are permitted to process.
Keep exploring
Build a mission brief | Learn the fundamentals | Read The Signal
Original Power of AI teaching material, dated 2026-09-07. Examples are fictional and are not measured customer or personal-project results.
Related Power of AI pages
Keep reading with Start here, everyday uses, the tool guide, the writing workshop, and sources and standards.