Tool and token
economics.

AI spending is spread across licences, models and pilots. Make sense of what your tools cost, how people use them and what value they create.

See the whole
picture.

A per-seat price or a per-token rate tells you only part of the story. Compare spend with usage, quality and the work people still need to do.

Bring licences, seats, usage and model costs into one view across teams.

Agree what matters: time saved, quality, revenue or avoided cost. Include review and correction time.

Find unused spend, set budgets and ownership for token usage, and choose where to invest next.

Spend view: A clear account of tools, licences and model usage.
Return measures: A small set of measures agreed with the people responsible for the investment.
Token tracking: Costs, budgets and alerts for model usage, with named owners.
Next steps: Practical recommendations on waste, vendor choices and future spend.

Tell me what you are using today and what you need to decide next.