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Prototype2025· Innomergence Solutions

Emergency Playbook Agent

AI-assisted tool that generates role-specific emergency response playbooks from organizational plans and reusable baseline material.

PythonRAG / vector retrievalOpenAIDocument ingestionStructured output

Interactive demo

emergency-playbook-agent.local

Organization type

Role

Generating playbook for a Emergency Coordinator at a local government.

Portfolio simulation using local sample data

Choose organization type and role.

Overview

A tool for generating role-specific emergency-response playbooks. A user selects an organization type and role, optionally uploads baseline plans, and the system produces a structured playbook by combining reusable templates with retrieval over the uploaded documents.

Role: Full-Stack Developer

Approach & responsibilities

  • Designed the organization + role selection flow.
  • Built document ingestion and retrieval over uploaded plans.
  • Implemented reusable templates and structured playbook output.

Key features

  • Organization-type and role selection
  • Document ingestion from uploaded plans
  • Retrieval over baseline material
  • Reusable templates with structured output

Architecture

  1. Org + role

  2. Document ingestion

  3. Retrieval

  4. Template + generation

  5. Playbook

Challenges & decisions

  • Balancing reusable templates against organization-specific content.

Outcome

  • Prototype that produces tailored playbooks from shared baseline material.

Privacy & demonstration note. The portfolio demo uses pre-written mock output and local documents. It does not ingest documents or call an AI provider.