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Work-grounded Copilot can use permitted organizational context. It would support personal work-context summary, not the stated diagnosis of Copilot feature availability.

Shared-data agent access may require metered billing arrangements. Its purpose is metered tenant-data agent usage; the specified need is diagnosis of Copilot feature availability.

Public-data chat need not retrieve protected organization content. Its purpose is public information conversation; the specified need is diagnosis of Copilot feature availability.

Agent instructions are not substitutes for source-level authorization. The action is relevant to security-trimmed enterprise knowledge rather than approved integration boundaries.

Public distribution requires careful isolation of internal data. This helps with safe anonymous product support instead of the required approved integration boundaries.

Tool credentials and access checks govern actual mutation rights. The action is relevant to staff-only sensitive payroll operation rather than approved integration boundaries.

Agent availability is governed by publishing and tenant access policy. It is used for internal Copilot agent distribution; this scenario calls for customer-facing public distribution.

SharePoint agents are grounded in selected site content under user permissions. That addresses site-specific conversational knowledge, whereas the current case requires customer-facing public distribution.

Isolated test experiences reduce exposure from unreviewed behavior. It is used for unpublished author validation; this scenario calls for customer-facing public distribution.

Review controls gate availability of extensions before broad use. Its purpose is approved agent catalog entry; the specified need is retirement of abandoned agent.

Declarative agents specialize the conversational experience using instructions and data. Its purpose is bounded knowledge-centered agent; the specified need is retirement of abandoned agent.

Action-enabled agent orchestration supports multi-step processes. It would support structured multi-tool business operation, not the stated retirement of abandoned agent.

Metered services accrue charges based on eligible consumption. This helps with occasional paid agent interactions instead of the required pay-for-use financial visibility.

Group-scoped billing policies define who may consume supported metered services. The action is relevant to spending eligibility by business unit rather than pay-for-use financial visibility.

Predictable named-user licensing covers the entitled features. The action is relevant to frequent employee premium use rather than pay-for-use financial visibility.

Both licensing and feature configuration determine usable capabilities. It is used for controlled Researcher availability; this scenario calls for minimal-impact agent governance change.

Governance configuration restricts unapproved experiences. That addresses blocking an unreviewed agent feature, whereas the current case requires minimal-impact agent governance change.

Approval workflows gate which agents are offered to users. It is used for vetted agent availability; this scenario calls for minimal-impact agent governance change.

High-impact transactions should retain accountable human control. Its purpose is review before a consequential action; the specified need is mitigation of discriminatory recommendations.

Grounding prevents unsupported confident assertions. It would support auditable evidence-based response, not the stated mitigation of discriminatory recommendations.

Telemetry should preserve operational signal without unnecessary data exposure. Its purpose is protected agent operating logs; the specified need is mitigation of discriminatory recommendations.

Removing no-longer-needed licenses helps reclaim available entitlement. This helps with reclaimed unused Copilot seat instead of the required premium Copilot licensed accounts.

Eligible group assignments simplify ongoing subscription management. The action is relevant to automatically licensed pilot membership rather than premium Copilot licensed accounts.

Feature rights depend on the actual license and applicable settings. This helps with diagnosis of unavailable premium capability instead of the required premium Copilot licensed accounts.

Removing the connection ends the corresponding metered entitlement path. That addresses deactivation of unused billing connection, whereas the current case requires first-time metered AI service billing.

A policy must be linked to the service for authorized metered use. That addresses activation of an agent billing connection, whereas the current case requires first-time metered AI service billing.

Billing eligibility can constrain the population able to consume the service. It is used for restricted pay-per-use audience; this scenario calls for first-time metered AI service billing.

Cost reports reflect billed consumption rather than prepaid user-seat count. Its purpose is actual usage-based agent expenses; the specified need is alerting when metered spend grows.

Unconnected services cannot incur that policy's new metered consumption. It would support prevention of unapproved usage charges, not the stated alerting when metered spend grows.

Documented pay-as-you-go budgets can alert without automatically stopping usage. It would support realistic budget-control expectation, not the stated alerting when metered spend grows.

Analytics can help evaluate organizational Copilot adoption and impact trends. This helps with segment-level adoption insights instead of the required usage statistics for licensed Copilot.

Cost reporting measures currency charges, which differs from adoption. The action is relevant to metered Copilot expenditure rather than usage statistics for licensed Copilot.

AI data-security reporting monitors risk rather than productivity adoption. This helps with compliance risk during Copilot usage instead of the required usage statistics for licensed Copilot.