Find automation opportunities and estimate ROI

Business automationKINDA1 method

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Analyze the following business processes and workflows to identify AI automation opportunities including:
- **Process inventory**: List all processes analyzed with current effort/time investment
- **Automation opportunity scoring**: Rate each process for automation potential (High/Medium/Low) based on:
  - Repetitiveness and volume
  - Rule-based decision making
  - Data availability and quality
  - Technical feasibility
  - Business impact
- **AI/Automation solutions**: Specific technologies and tools for each opportunity:
  - Robotic Process Automation (RPA)
  - Machine Learning models
  - Natural Language Processing
  - Computer Vision
  - Workflow automation
  - AI agents and assistants
- **ROI analysis for each opportunity**:
  - Time savings (hours per week/month)
  - Cost reduction estimates
  - Quality improvement metrics
  - Error reduction percentage
  - Employee satisfaction impact
  - Implementation cost estimate
  - Payback period
- **Implementation roadmap**: Phased approach with:
  - Quick wins (0-3 months)
  - Medium-term projects (3-6 months)
  - Long-term transformations (6-12 months)
- **Risk assessment**: Technical, operational, and change management risks
- **Change management plan**: Employee training, communication, and adoption strategies
- **Success metrics**: KPIs to measure automation success
- **Vendor/technology recommendations**: Specific tools and platforms to consider

Format the output with prioritization matrix, implementation timeline, and executive summary with total ROI projection.

Business process data:
{Paste_Your_Process_Documentation_Here}

Include:
- Department/function processes
- Current staffing and time allocation
- Pain points and bottlenecks
- Existing technology stack
- Budget range for automation

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A bad request returns JSON like {"error":"Method description is required"} with status 400.

Field	What it is
`jobId`	This use case. Review queue uses `useCaseTitle` + `email` instead.
`summary`	Method description. Shown on the card. Also accepts `title`.
`products`	Optional. Array of `{ name, url }`. Legacy: `tools`.
`prompts`	Optional. Array of prompt strings. Legacy: one `prompt` string.
`skills`	Optional. Array of `{ text, url }`. Legacy: `skill` + `skillUrl`.
`authorName`	Author name. Legacy live field: `postedBy`.
`author`	Optional 𝕏 handle. Legacy live field: `creditHandle`.
`parts`	Optional. Inferred from products, prompts, and skills if omitted.`standalone-product`, `ai-agent`, `ai-tool`, `skill`, `prompt`. Do not send a prompt/product/agent/skill radio.

{
  "jobId": "find-automation-opportunities-and-estimate-roi",
  "summary": "Turns a Zoom recording into notes and action items with owners",
  "products": [
    {
      "name": "Claude",
      "url": "https://claude.ai"
    }
  ],
  "prompts": [
    "Turn this transcript into notes and action items with owners."
  ],
  "skills": [
    {
      "text": "Watch a folder. When a transcript lands, write notes with owners.",
      "url": "https://example.com/zoom-notes.md"
    }
  ],
  "authorName": "Alex Rivera",
  "author": "@handle"
}