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Day 21 of 30 · Knowledge Hub Toolkit
The AI Infrastructure Cost Calculator
The engineers who bring a three-year TCO to the budget conversation are the ones who get decisions closed in their favor quicker.
Arc 4 · AI and Architecture · Build your own bill of materials.

Most AI infrastructure budgets are built around one cost category — the model API bill. This calculator helps you build the complete picture. Start with the five pre-loaded categories, edit them to match your context, add your own rows, and generate your personalised bill of materials.

Day 20 asked whether your agents should remember anything. Day 21 asks the question budget owners actually care about: what does all of this cost to run — this month, this year, and over three?
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The Cost Calculator
Your bill of materials

Edit the pre-loaded rows, delete what doesn't apply, and add your own components. Every number updates in real time.

Component Qty Unit Unit Price Maps To Monthly Total
Monthly subtotal $0.00
× 12 = Year 1 total $0.00
× 36 = 3-Year total $0.00
Unplanned scaling buffer
How much extra should you plan for?
Conservative (15%) +$0.00 Year 1 · +$0.00 3-Year
Moderate (18%) +$0.00 Year 1 · +$0.00 3-Year
Likely (20%) +$0.00 Year 1 · +$0.00 3-Year
Reality (25%) +$0.00 Year 1 · +$0.00 3-Year

Unit prices are illustrative starting points. Actual costs vary by provider, tier, and usage pattern. Verify current pricing with your providers before budgeting.

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Your Receipt
THE AI INFRASTRUCTURE CAFÉ
Chez Production Scale · Est. 2024
Table: POC → Production
ITEMQTYUNITMONTHLY
Monthly subtotal$0.00
× 12 months (Year 1)$0.00
× 36 months (3-Year)$0.00
YR 1 EXTRA3YR EXTRA
Conservative (15%)+$0.00+$0.00
Moderate (18%)+$0.00+$0.00
Likely (20%)+$0.00+$0.00
Reality (25%)+$0.00+$0.00
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Your Cost Map

Each component is matched to where it actually runs — based on what you called it.

Your components, mapped to the infrastructure that runs them
Model Provider Orchestration CONTAINER Agent Container Agent Agent Agent Model Container Vector DB Observability
The engineers who bring a three-year TCO to the budget conversation are the ones who get decisions closed in their favor quicker.
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This is a planning tool, not a financial model

Costs vary significantly by provider, region, usage pattern, and negotiated rates. Use this as a starting point for the conversation — not the final number.

For a more detailed cost modelling exercise — connect with me on LinkedIn.

Series Progress
Day 21 / 30