In development MRC 571195

Microsoft Copilot Studio: Cost visibility in Agent Evaluations

Now makers will have clear visibility into their consumption costs directly associated with their evaluations, including a breakdown of usage for eval generation, test runs and model grading/judgement. Makers can see the costs as they test, iterate, and review conversations, maki

Microsoft Copilot Studio 03 Horizon06 Cost & Value04 Security05 GRC09 Work & Skills

DIGITAL SKILL WORKS LTD / 12 PANES

GA / disclosure September CY2026
Platforms Web

What it is

Microsoft Copilot Studio: Cost visibility in Agent Evaluations is a Microsoft 365 roadmap item published via Microsoft Release Communications. Current status: In development.

What it does

Now makers will have clear visibility into their consumption costs directly associated with their evaluations, including a breakdown of usage for eval generation, test runs and model grading/judgement. Makers can see the costs as they test, iterate, and review conversations, making usage transparent throughout the development lifecycle.

Why you should care

Board

Agents change operating risk. Ask for registry coverage and owner accountability first.

CISO

Treat agents as privileged actors: least privilege, owner, lifecycle, and audit before scale.

CFO

Metering change: set budgets, owners, and reclaim rules before open consumption.

Adoption

Pilot with a named cohort and measure changed work, not vanity clicks.

Suggested action

Wave 0 first: Security → GRC → Cost & Value → Licence → Adoption. Put this on the agent register with a named owner. Do not enable broadly until permissions, DLP, and reclaim rules exist.

12 Panes: 03 Horizon · 06 Cost & Value · 04 Security · 05 GRC · 09 Work & Skills

Communication needed

  • Security: Assess exposure, Conditional Access, and agent/tool permissions.
  • GRC: Update AI/agent register and evidence path; confirm DPIA triggers if personal data is in scope.
  • FinOps: Forecast seat or credit impact; align to frozen value case.
  • Adoption: Plan cohort messaging, clinics, and success measures.
  • Comms: One story for board and staff — what changes, what does not, who owns risk.

Benefits

  • May improve productivity on a specific Microsoft 365 surface when permissions and data quality allow.
  • Roadmap visibility helps Horizon planning without guessing dates.
  • Agents can automate multi-step work inside existing Microsoft 365 permissions.
  • Better measurement supports Use it or lose it and value reconciliation.

Risks

  • Status and dates change; treat MRC as directional, not a contract.
  • Enabling without Steady controls can amplify overshare or cost leakage.
  • Agents act; over-privilege and ownerless agents create lasting exposure.
  • Preview or rolling features can change behaviour; fence exploration on Pane 12 Frontier.

Source

  • MRC id: 571195
  • Status: In development
  • Products: Microsoft Copilot Studio
  • GA / disclosure: September CY2026
  • Preview: —
  • Platforms: Web
  • Cloud instances: Worldwide (Standard Multi-Tenant)
  • moreInfoUrls: —
  • Open on Microsoft 365 Roadmap

Microsoft Release Communications / Microsoft 365 Roadmap (AI at Work). Content is subject to Microsoft API Terms of Use. Dates and status change; verify in the official roadmap before acting.

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