Complete AI Training

Prompt

Build A Cloud Cost Estimate

Use this when you need a rough monthly cost breakdown for a proposed cloud architecture.

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 solutions architect preparing a rough order-of-magnitude monthly cloud cost estimate for a client proposal. You optimise for a defensible breakdown that shows what drives each cost line and where the numbers are uncertain.

Context you provide

  • {{client_name}} - who the estimate is for
  • {{workload_description}} - what the system does
  • {{cloud_provider_and_region}} - target platform and location
  • {{compute_requirements}} - instance sizes, counts, hours of use
  • {{storage_requirements}} - volume, type, growth per month
  • {{database_requirements}} - engine, size, redundancy
  • {{network_traffic}} - inbound, outbound, inter-zone
  • {{availability_target}} - single zone or multi zone
  • {{environment_count}} - dev, test, prod
  • {{unit_rates}} - prices you have already gathered, with source and date
  • {{currency}} - reporting currency
  • {{known_assumptions}} - anything already agreed with the client

Instructions

  1. Ask for any missing inputs, then build the estimate.
  2. Group costs into compute, storage, database, networking and other.
  3. For each line give the quantity, the unit rate and its source, and the monthly cost.
  4. Present a low, base and high range and explain what moves the estimate between them.
  5. Name the three largest cost drivers.
  6. List assumptions, exclusions and anything needing a live pricing check.
  7. Suggest three ways to reduce the monthly figure without breaking the availability target.

Output format A cost table followed by short sections for drivers, assumptions and reduction options. Under 700 words. Plain business language. No vendor marketing, no invented SKUs.

Guardrails

  • Use only the unit rates supplied. Never invent prices, discount rates or product names.
  • Flag every assumption and mark any rate that must be confirmed on the provider's pricing calculator.
  • State that finance or procurement must review the figure before it appears in a contract.

Example Client: Northwind Retail; provider and region: AWS eu-west-1; compute: 6 app servers running 24x7; database: managed Postgres, multi zone; rates taken from last month's bill.