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Value Scenario Planner

What is your AI usage
actually costing you?

Enter an AI usage profile to build an illustrative cost, routing and emissions scenario. Outputs are planning estimates and require source, methodology and finance validation.

Your AI Usage Profile
Adjust the inputs to match your organisation. All figures update in real time.
Organisation Scale
Primary AI Model

Remaining queries are assumed to use a mid-tier model (GPT-4o mini equivalent pricing).

Songlines Control® Settings

Semantic caching eliminates token spend on repeated or similar queries. 30–50% is typical for enterprise knowledge workers.

Intelligent routing sends simple queries to cheaper models. 25–45% cost reduction is typical on non-cached queries.

Current Estimated Spend
Without Songlines Control®
Monthly token spendBased on usage profile and model pricing
—
Annual token spend
—
Annual AI queriesTotal across all users
—
Annual Scope 3 emissionsGHG Protocol Category 1 — AI inference
—
Estimated Annual Savings
—
per year with Songlines Control®
— reduction in AI token spend
Savings Source Annual Saving
Semantic caching scenario —
Model-routing scenario —
Modelled emissions change (tonnes CO₂e/yr) —
Operational Savings Scenario
Estimated monthly token-cost changeBased on the selected cache and routing assumptions
—
Cetus commercial termsPlatform, services and deployment scope
Scoped privately

This planner does not calculate Cetus ROI or payback. A financial case requires agreed commercial terms, validated workload data, implementation cost and finance-approved benefit attribution.

Validate a Baseline Through a Scoped Assessment

Use these estimates to frame discovery. A scoped assessment can validate source coverage, assumptions, attribution and evidence requirements before figures are used for finance or board review.

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Methodology & Assumptions

  • Pre-populated provider rates and the 40/60 input-output split are illustrative planning inputs and must be refreshed and validated before use.
  • The emissions calculation uses an illustrative token-intensity factor. Actual reporting requires an agreed methodology, boundary, provider data, materiality assessment and assurance review.
  • Cache hit rate and routing savings are configurable estimates; actual results depend on query diversity and workflow patterns.
  • Default usage assumptions are illustrative only and are not presented as representative customer or market evidence.
  • This calculator provides indicative estimates only and does not constitute a formal quotation.