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Context and spend

AI spend

In shortWhat AI costs, attributed by app, agent, person and project, so spend is understood before the invoice arrives.

Where it sits in EndLayer · step 4 of 7, context

  1. 01Deploy
  2. 02Signals
  3. 03Inventory
  4. 04Context
  5. 05Policy
  6. 06Decision
  7. 07Evidence

What it means

EndLayer estimates token cost from the usage each device reports, and compares paid seats with real use.

Estimates are labelled as derived and kept apart from what a provider actually billed.

Why it matters

AI spend grows quietly across teams and tools. Attribution shows where it goes and what is wasted.

See it on endlayer.aiMonitor →
EndLayer

Give AI room to work.And clear boundaries.

See the Guardian Agent Platform on your own fleet. Find every AI tool, understand what it reaches and costs, and apply the controls your team needs.

One connected layer of control
Devices · Cloud · ApplicationsSurface / Monitor / Govern