TOPIC AREA · AI FinOps & Token Economics
Understand AI cost from use case to token.
AI cost does not depend on a licence alone. Usage, models, tokens, credits, agents, tools, and architecture can jointly determine the cost profile.
What belongs here?
The most important perspectives.
AI FinOps connects technical choices with consumption, cost, and business value. The correct starting point is therefore always the specific use case.
Consumption units
Understand tokens, Copilot Credits, and other usage-based units.
Architecture & models
See how harness, model, grounding, tools, and flows influence consumption.
Agent governance
Govern risk, data access, ownership, monitoring, and cost together.
Business value
Measure cost per successful outcome rather than total consumption alone.
Guiding questions
These questions shape the topic.
- 01Which business outcome should the use case create?
- 02Which architecture and model are genuinely required?
- 03Which tokens, credits, and platform costs can arise?
- 04How will quality, consumption, cost, and business value be measured?
Knowledge Base
Related articles and practical guidance.
When do Copilot Studio agents consume Copilot Credits?
Harness, user, channel, identity, and trigger jointly determine the cost profile.
Read the articleEstimating Copilot Credits: What the Microsoft Estimator can - and cannot - tell you
Model assumptions, identify cost drivers, and turn real consumption into a practical FinOps process.
Read the articleAI Agent Governance: Who owns agents - and who controls the costs?
Govern risk, data access, accountability, monitoring, cost, and business value together.
Read the articleWhich Microsoft Copilot tool fits which task?
Choose between Copilot Chat, apps, Researcher, Analyst, agents, Cowork, and Scout by task, licence, and cost.
Read the articleThree Copilot Studio harnesses: Which one fits which agent?
Choose between standard, Copilot chat, and GitHub Copilot by work pattern, governance, and cost.
Read the articleWhat are SCUs—and how many tasks can one SCU really handle?
Understand Security Compute Units, consumption paths, included and hourly capacity, and evidence-based task planning.
Read the article