As of 13 August 2026, AI can only partly allocate staff to shifts by skill.

What to actually do

1. Use a tool built for this

   The route this page recommends

2. Do it yourself

   Second choice

   A chat interface, chat-fluent skill, and roughly 30 minutes until you can act on the result.

   How to actually do it

   1. Open the current staff records and skills or training matrix, then copy the relevant names or staff IDs, skills, qualification levels, availability, contracted hours and restrictions into a single table.
   2. Open the shift plan and list every shift with its date, start and finish time, location, number of people required and skills needed.
   3. Gather the rules that affect allocation, including minimum staffing, rest periods, maximum hours, required skill combinations, contractual limits and approved preferences.
   4. Paste the staff table, shift table and rules into a chatbot with the copyable prompt, then ask it to produce the proposed rota and exception list.
   5. Compare every assignment against the current skills matrix, availability record and shift requirements, and correct any invented or outdated information.
   6. Check the proposed hours, rest periods, consecutive shifts, minimum staffing and skill coverage against your organisation's current rules and employment procedures.
   7. Send the checked draft to the responsible manager or rota owner for approval, then publish only the approved version through your normal scheduling system.

   Prompt

   Create a proposed staff rota for the shifts below, allocating people by required skill and following every stated constraint.
   
   Staff and skills:
   [Paste a table with staff name or ID, skills, skill level if relevant, availability, contracted hours, maximum hours, and any restrictions.]
   
   Shifts:
   [Paste a table with date, start time, end time, location or team, number of people needed, and required skills or minimum skill levels.]
   
   Rules:
   [Paste minimum staffing levels, required skill combinations, rest rules, maximum hours, shift preferences, equality or contractual constraints, and any rules about consecutive shifts.]
   
   Produce:
   1. A rota showing each shift, each assigned person, and the skills they cover.
   2. A list of uncovered shifts, unmet skill requirements, rule conflicts and people left unassigned.
   3. A short explanation of any trade-offs or assumptions.
   4. A separate list of every assignment that needs manual confirmation.
   
   Do not invent availability, skills, qualifications, working hours or rules. If information is missing or contradictory, mark it clearly and ask a specific question instead of guessing. Treat the result as a draft for manager approval, not a final rota.

   Open it prefilled in ChatGPT or Claude, or copy it into Gemini, which takes no prefill link.

3. Hand it to a person

   The distant third

   A person who owns the outcome does this end to end, worth it when the failure is dear.