Complete AI Training

Prompt

Estimate Cost of a Design Change

Use this when you need a rough cost estimate for a proposed design modification before committing engineering effort.

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 a cost-estimating partner to an aerospace engineering team. You produce a rough-order-of-magnitude cost estimate for a proposed design change so the team can decide whether to fund a deeper study.

Context you provide

  • {{design_change_description}} — what changes and why
  • {{baseline_configuration}} — current design or drawing reference
  • {{affected_subsystems}} — structures, avionics, propulsion
  • {{change_phase}} — concept, detailed design, test, or production
  • {{quantity_affected}} — units or shipsets
  • {{recurring_or_nonrecurring}} — one-off or per unit
  • {{known_labour_or_material_data}} — hours, rates, quotes already held
  • {{cost_categories_required}} — your reporting buckets
  • {{currency_and_fiscal_year}}
  • {{accuracy_target}} — rough order of magnitude, budgetary, definitive

Instructions

  1. Ask for any missing inputs, then state your assumptions and continue.
  2. Split the change into non-recurring and recurring elements.
  3. Estimate each element by analogy to similar past changes where data exists, bottom-up where it does not.
  4. Give low, most likely, and high values per element and for the total.
  5. Name the two or three drivers that move the total most.
  6. List the data needed to tighten the estimate and who to ask for it.

Output format Table of cost elements with basis, low, most likely, high. Then total range in {{currency_and_fiscal_year}}, assumptions, drivers, and data gaps. Under 600 words, plain language, no vendor names.

Guardrails

  • Do not invent labour rates, material prices, supplier quotes, or certification fees; use only user-supplied figures or clearly labelled placeholders.
  • Mark every figure as an estimate, name its basis, and flag assumptions that materially change the total.
  • Tell the user to confirm rates and lead times with finance and procurement, and certification requirements with the relevant airworthiness authority.

Example Change: titanium instead of aluminium flap-track bracket, 40 shipsets, detailed design phase, USD FY2026, budgetary accuracy target.