%20copy.png)
Governance layer ROI estimator
Estimate token savings and cost reduction: governed vs ungoverned agentic AI deployment
Agents deployed50
LLM calls per agent / day200
Avg tokens per call2,000
Cost per 1M tokens (£)£3.00
Annual spend (ungoverned)
£219,000
73.0B tokens / year
Estimated annual saving
£87,600
29.2B tokens eliminated
Energy reduction (estimated)
40%
Proportional to token reduction
Waste source
Annual waste
Saving
LLM verifying LLM
—
—
Session re-establishment
—
—
Retry loops
—
—
Orchestration drift
—
—
Estimates are structural projections based on analysis of ungoverned agentic deployment patterns. Conservative (40%) assumes LLM-based verification is the primary waste source. Optimistic (70%) assumes additionally high session re-establishment and drift costs. These are not yet validated against production deployment data. Alpha partner programme available for organisations generating real deployment comparisons.
Request alpha partner briefing
Request alpha partner briefing