Getting real work done · for operations and project managers
Finishing real operations and project work with AI
Operations work counts when people act on it. The procedure is followed on the next shift, and the plan is in the tracker. Many people get a fast first draft from AI and then spend an hour correcting it.
The goal is a finished document that holds up when the people who use it review it. That includes doing some parts yourself, such as setting priorities and confirming commitments with other teams.
Where it comes up
A standard operating procedure ready for the floor
The procedure has to be followed correctly by someone new to the task. AI can write clear steps from your notes. A person who does the task has to walk through it before it is published.
A project kickoff pack
Scope, timeline, roles, risks, and communication plan in one document. AI can assemble and format it from your inputs. You confirm the dates and roles with each team lead before it goes out.
A recommendation on a process change
A short paper that asks a decision-maker to choose between options. AI can structure the options and draft the trade-offs. You own the recommendation and the evidence behind it.
What it looks like at each band
E1 · Foundational
Uses AI for first drafts and finishes them mostly by hand. Sometimes shares drafts with gaps or placeholder text still in them.
E2 · Proficient
Reaches a finished document with AI and moderate editing. Meets the purpose on routine work, such as a standard report or a simple procedure. Knows which sections to write personally.
E3 · Distinguished
Delivers complete work on large jobs, for example a multi-team rollout plan or a full procedure set for a new site. Uses AI for structure and drafting and their own judgment for priorities and commitments. Readers cannot tell which parts came from AI.
E4 · Exceptional
Produces documents the team treats as the model to follow, even under tight deadlines. Chooses on purpose which parts of a task use AI. Can show colleagues how a finished document was built.
Common mistakes
Publishing a procedure nobody has tested
Steps that read well can still be in the wrong order or miss a system screen. Have someone follow the procedure once before it becomes the standard.
Letting AI set the priorities
Ask AI which project to do first and you get a general answer. It does not know your commitments or your sponsor’s concerns. Set the priorities yourself and use AI to test them.
Committing other teams in a document
An AI draft will assign tasks and dates to other teams if you let it. Confirm those commitments with the teams before the document goes out.
A worked example
A one-page onboarding checklist for new shift supervisors at a distribution center, needed by Monday.
Ask AI to write an onboarding checklist for new shift supervisors and post it to the team site.
The checklist covers generic supervisor tasks and misses the site’s own systems, safety briefings, and sign-offs. New supervisors will follow it and still miss steps that matter.
List the site-specific items yourself: system access requests, the safety induction, the key-holder sign-off, and the first-week shadow shifts. Ask AI to organize them with the general supervisor tasks into a checklist grouped by day one, week one, and month one. Have a current supervisor review and correct it before you publish.
The site knowledge comes from the manager and a current supervisor. AI organizes the material. The published checklist reflects how the site runs.
The full study guide for this skill, for every role, is Getting real work done. The other five skills for operations and project managers are on the AI skills for operations and project managers page. A one-page summary is in the AI-assisted work checklist.
See where you stand
The free check grades getting real work done and the other five skills in about fifteen minutes. Nobody sees the grade but you.
Then build the skills and prove it. The three steps for operations and project managers list the courses and templates that fit the work.