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AI agent for hospital administrators

Nurse Staffing Gap Agent

Every shift meets safe staffing with the lowest-cost fill

Nurse Staffing Gap Agent: what goes in, what the agent does and what you get

What it does

Safe staffing depends on patient numbers, patient needs and skill mix, and gaps found on the day force expensive agency calls. Each day this agent reads the roster for the next two weeks, expected patient numbers, acuity and leave, and finds shifts below the required staffing. Wards with high-acuity patients need a higher ratio than their base level. For each gap it drafts fill options in order: internal moves from wards with extra cover, then bank shifts, and agency only as a last resort, always keeping skill mix rules. The nursing manager approves moves and agency use. It updates the roster status and checks again after each fill. If a gap is still open 48 hours before the shift, it escalates. Edge case: a move that would leave the donor ward below its own safe level is never suggested.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
ApprovedYes, continueNo 1 STARTS WHEN Daily run 2 USES A TOOL Read roster, leave and patient acuity 3 DOES Find shifts below safe staffing 4 DOES Draft fill options by cost 5 YOU APPROVE Nursing manager approves moves and agency use 6 USES A TOOL Update roster status 7 CHECKS THE RESULT Are all shifts at safe staffing? If not: escalate gaps within 48 hours. Back to step 4. 8 RESULT Staffing gap report
Read the steps as a list
  1. Daily run
  2. Read roster, leave and patient acuity
  3. Find shifts below safe staffing
  4. Draft fill options by cost
  5. Nursing manager approves moves and agency useThe agent waits here for your OK.
  6. Update roster status
  7. Are all shifts at safe staffing?If not: escalate gaps within 48 hours. Back to step 4.
  8. Staffing gap report

How it decides

Gaps are filled first from internal moves, then bank, then agency, keeping skill mix rules.

  • Internal moves first
  • Agency only as a last resort
  • Acuity raises requirements

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Staffing rules by ward
  • Look-ahead window
  • Fill order
  • Escalation timing

What keeps you in control

It always asks you first

  • Staff moves
  • Agency bookings

Hard limits

  • Never books agency staff itself
  • Never changes staff rosters without approval

It stops when

  • Done: all shifts covered
  • Stop: no fill possible, escalate to director of nursing

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensFor the week of February 10, five night shifts fell below safe staffing. The manager approved two internal moves and two bank shifts. The recheck on February 12 still failed for the Thursday night on ward 7, now 48 hours away. The agent escalated with no internal or bank options left, and the nursing manager approved one agency nurse.

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