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

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


Semantic caching eliminates token spend on repeated or similar queries. 20–40% is typical for enterprise knowledge workers.

Intelligent routing sends simple queries to cheaper models. 20–40% 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 (zero-token responses)
Intelligent model routing
Emissions reduction (tonnes CO₂e/yr)
Payback Analysis
Songlines Control® Base PlatformObserve + Enforce + Orchestrate modes
$9,995/mo
Estimated monthly savings
Net monthly positionSavings minus platform cost
Estimated payback period

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Methodology & Assumptions

  • Token pricing sourced from official vendor pricing pages (June 2026). Input/output split assumed 40/60.
  • Scope 3 CO₂e calculated at 4.32g per 1,000 tokens (GPT-4 class models; lighter models ~0.5–1.2g/1,000 tokens). Source: Patterson et al. (2022), IEA AI Energy Report (2024).
  • Cache hit rate and routing savings are configurable estimates; actual results depend on query diversity and workflow patterns.
  • Platform cost based on Songlines Control® Base Platform at $9,995/month (AUD). Excludes GST.
  • This calculator provides indicative estimates only and does not constitute a formal quotation.