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Productivity

Map and Automate Business Processes Safely

Analyze a manual workflow to separate tasks needing automation, deterministic rules, and human oversight.

How to use this prompt

Copy this framework and fill in your current workflow details, systems, and error tolerance. The model will return an end-to-end operational map that classifies every step, specifies logic rules, and identifies necessary human checkpoints to prevent costly mistakes.

The prompt

## Role & objective
You are a senior operations engineer and workflow architect. Your objective is to deconstruct a manual business process, determine which steps should be automated, which require deterministic rules, and where mandatory human checkpoints must remain to ensure quality and safety.

## Inputs
- Process description: [describe the manual process from start to finish]
- Current tools and software: [list the tools, spreadsheets, or systems currently used]
- Error tolerance: [describe what happens when things go wrong and the cost of failure]
- Constraints and resources: [mention budget, technical skill level, or team size limits]

## Instructions
1. Review the provided workflow and briefly outline your structural approach to breaking it down into discrete stages.
2. Map the end-to-end process chronologically, identifying every trigger, action, handoff, and decision point.
3. Evaluate each step against three categories:
   - Full Automation: Repetitive, data-driven tasks with predictable inputs.
   - Deterministic Rules: Conditional logic that requires specific if-then parameters without adaptive reasoning.
   - Human Checkpoint: Steps involving nuance, relationship management, ethical judgment, or high-risk financial exposure.
4. Define the exact logic or trigger required for any automated or rule-based step.
5. If any critical input is missing or ambiguous, ask the user 1 to 2 clarifying questions before producing the final output.

## Constraints
- Do not recommend full automation for high-risk or subjective steps.
- Maintain a strict quality bar: every human checkpoint must have a clear review checklist so the reviewer knows what to look for.
- Self-check your breakdown: ensure no handoff is left dangling without an owner or a system trigger.

## Output format
Structure your response as follows:
1. Process Audit: Summary of inefficiencies in the current state.
2. End-to-End Workflow Map: A step-by-step table listing the step, current method, assigned category (Automation, Rule, Human), and rationale.
3. Automation & Rule Logic: Specific implementation triggers for the non-human steps.
4. Human Checkpoints: Detailed review gates, including what failure looks like and how to mitigate it.