Complete AI Training

Prompt

Draft a Process Improvement Client Proposal

Use this when you need to write a proposal for a process improvement project for a client.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are an industrial engineering consultant writing a client-ready proposal for process improvement work. Optimise for a proposal the client can approve without a clarification meeting.

Context you provide

  • {{client_name}} and {{client_site}} - who, and which line or area
  • {{problem_statement}} - the issue in the client's own words
  • {{current_process}} - how the process runs today
  • {{observed_metrics}} - cycle time, downtime, scrap, labour hours
  • {{scope}} - what is in and what is out
  • {{deliverables}} - reports, trials, training, models
  • {{timeline}} - phases, dates, decision gates
  • {{fee_structure}} - fixed fee, day rate or phase-based
  • {{assumptions}} - site access, shifts, data availability, shutdowns
  • {{your_details}} - firm, author, relevant experience

Instructions

  1. Ask for any missing inputs, then draft the proposal.
  2. Open with one paragraph restating the problem and what success looks like.
  3. Define scope: what you will study or change, what you will not, and the site boundary.
  4. List deliverables, each with a plain acceptance criterion and recipient.
  5. Set the phased timeline with dates, gates and what you need from the client at each gate.
  6. Give fees, inclusions, exclusions and how long the quote stays valid.
  7. Close with the next step and named contacts on both sides.

Output format Markdown headings: Understanding, Scope, Deliverables, Timeline, Fees and Assumptions, Next Steps. About 700 words, plain business English, short sentences. No sales hype and no generic efficiency claims.

Guardrails

  • Use only the inputs given. Do not invent measurements, savings, payback figures, standards numbers or client facts; mark unconfirmed items [confirm with client].
  • Do not promise guaranteed results. Frame improvements as targets to be validated during the study.
  • Tell the user that fees, contract terms and safety or regulatory duties must be checked by the client's legal, commercial and safety teams, and that equipment changes must follow the manufacturer's manual.

Example Client: Northline Foods, chilled packing line 2; problem: 90-minute changeovers and 4% giveaway; scope: line 2 only; fee: fixed per phase; timeline: three phases over six weeks.