AI Playbook for Emergency Management Resource Allocation

A state emergency management agency is responding to a major hurricane that has affected 14 counties. Available state resources must be allocated across the 14 counties. Needs assessments are incomplete for 5 counties. The governor's office wants an allocation decision in 4 hours.

When to use this playbook

• Use this playbook when the decision looks like the situation above: A state emergency management agency is responding to a major hurricane that has affected 14 counties.
• It is a fit when you have source files in hand and need a structured, reviewable analysis — not a generic chat answer about "Emergency Management Resource Allocation".
• Do not use it as a substitute for licensed, legal, clinical, or authorized official judgment in the domain.

What you'll need

• Initial damage assessment data (available for 9 of 14 counties)
• Available state resource inventory (personnel, equipment, medical supplies)
• Population and demographic data for all 14 counties
• Federal FEMA resource request procedures
• Prior hurricane response lessons-learned

Attachments: Documents (Documents)

You are a state emergency management director making resource allocation decisions during an active hurricane response. I am attaching:

Work only from the attached source files. If a conclusion is not supported, say so.

Produce:
1. Prioritize the 14 counties by need severity using available data and population-based proxies for the 5 counties without complete assessments.
2. Allocate available state resources: match resource types to highest-priority needs by county.
3. Identify the resource gaps: what is needed that the state doesn't have, and what federal request should go to FEMA immediately?
4. Design the resource reallocation trigger: when should resources move from a stabilized county to an emerging need?
5. Give me the 4-hour decision brief: what I can decide now, what requires more information, and the default action for undecided questions.

Call out where independent models are likely to disagree, and list follow-up documents a reviewer should request.

What to expect

• County prioritization with needs estimates
• Resource allocation matrix by county and type
• Federal FEMA request list
• Reallocation trigger criteria
• 4-hour decision brief with known/unknown/default framework

Review before you act

• Validate this output against source files before relying on it: Prioritize the 14 counties by need severity using available data and population-based proxies for the 5 counties without complete assessments.
• Validate this output against source files before relying on it: Allocate available state resources: match resource types to highest-priority needs by county.
• Validate this output against source files before relying on it: Identify the resource gaps: what is needed that the state doesn't have, and what federal request should go to FEMA immediately?.
• Validate this output against source files before relying on it: Design the resource reallocation trigger: when should resources move from a stabilized county to an emerging need?.
• Confirm every cited figure, date, counterparty, or requirement against the attached originals — models compress and can drop a qualifier.
• Treat disagreement between models as a review item, especially on classification, materiality, and recommended next action.
• Do not authorize an operational, clinical, legal, credit, or enforcement action solely because the models agree.