THE AI AGENT FIELD GUIDESOURCES FIRST. CLEARER CHOICES.
CONDITIONS BEFORE CONCLUSIONS

See the differences that matter.

Choose 2–3 products for a shared fact matrix, or read an editorial comparison for a specific task. Unknown means not verified, not unsupported.

Documented product facts; unknown fields are not negative claims.
Selection questionGlean AgentsGleanMicrosoft Copilot StudioMicrosoft
Product typeSupervised agentAutomated workflow
Best suited forEnterprises searching across authorized internal systems and building reusable agents with access governance.Microsoft-oriented organizations building a governed custom agent around approved data, actions, and channels.
Shared / related tasks
Price modelEnterprise demo and quotationThe reviewed official pages offer an enterprise demo, without establishing a current public numeric price. Connector, deployment, agent-usage, and governance entitlements require a procurement-specific quote.Prepaid or pay-as-you-go Copilot usageThe reviewed page describes prepaid credit commitments and consumption-based usage, requiring an Azure subscription. Identity, connectors, channel delivery, and underlying services may have additional eligibility or cost conditions.
Price amountNot verified — not assumed to be $0Not verified — not assumed to be $0
DeploymentHosted service; exact tenancy and regional options require confirmationHosted service; exact tenancy and regional options require confirmation
APIYes (documented)Plan eligibility and exact endpoint scopes require confirmation.Source 1Not verifiedNot verified in the reviewed official material.
Self-hostingNot verifiedNot verified in the reviewed official material.Not verifiedNot verified in the reviewed official material.
Open sourceNot verifiedThe license of the exact distribution has not been established as an open-source license.Not verifiedThe license of the exact distribution has not been established as an open-source license.
InputsApproved company-system connections, indexed documents and access controls, task instructions, tool actions, and trigger conditions.An agent specification, knowledge sources, environment and identity configuration, permitted connectors, test cases, and usage budget.
OutputsCompany-context answers, recommendations, agent actions, and governed workflows across connected systems.Configured agents or workflows, published channel experiences, evaluation results, and operational analytics.
Platform relationshipNot verifiedNot verified
PermissionsExact action scopes not verifiedExact action scopes not verified
Commercial useOutput rights, data-provider licenses, and applicable contractual conditions require review for the intended use.Output rights, data-provider licenses, and applicable contractual conditions require review for the intended use.
Human reviewValidate governance and action boundaries in a development environment before scheduling or publishing agents.Validate governance and action boundaries in a development environment before scheduling or publishing agents. Test policy accuracy and action failure paths using approved or synthetic customer cases.
Enterprise Operations · Knowledge connectionsEnterprise context, search, and connected company systemsSource 1Business data, files, sites, connectors, Work IQ, and MCPSource 1
Enterprise Operations · Agent configurationAgent builder, event triggers, task routing, and orchestrationSource 1No-code conversational/autonomous agents, workflows, and appsSource 1
Enterprise Operations · Approval requirementsNot verifiedNot verified in the reviewed official material.Not verifiedNot verified in the reviewed official material.
Enterprise Operations · Execution visibilityPermissions-aware governance and real-time oversightSource 1Structured evaluations, analytics, lifecycle controls, and audit logsSource 1
Enterprise Operations · Deployment optionsNot verifiedNot verified in the reviewed official material.Publish to internal, social, and website channels in a governed environmentSource 1
Enterprise Operations · Data handlingNot verifiedNot verified in the reviewed official material.Not verifiedNot verified in the reviewed official material.
Customer Support · Knowledge sourcesOutside this profile’s reviewed scopeNot verifiedNot verified in the reviewed official material.
Customer Support · Support channelsOutside this profile’s reviewed scopeNot verifiedNot verified in the reviewed official material.
Customer Support · Human handoffOutside this profile’s reviewed scopeNot verifiedNot verified in the reviewed official material.
Customer Support · Customer data accessOutside this profile’s reviewed scopeNot verifiedNot verified in the reviewed official material.
Customer Support · Action permissionsOutside this profile’s reviewed scopeNot verifiedNot verified in the reviewed official material.
Customer Support · Resolution billingOutside this profile’s reviewed scopeNot verifiedNot verified in the reviewed official material.
VerificationPartially verified · 2026-10-02Partially verified · 2026-10-02
Independent testingNot conducted by uAgentKitNot conducted by uAgentKit

What “official sources” means We read vendor material for the claims cited below. This is a documentation review. No independent product test or professional endorsement is implied. Read our method →

  1. Official Glean platform and enterprise search

    Glean · www.glean.com · Read · 2026-10-02

  2. Official Glean Agents building, governance, and orchestration

    Glean · www.glean.com · Read · 2026-10-02

  3. Official Microsoft Copilot Studio features

    Microsoft · www.microsoft.com · Read · 2026-10-02

  4. Official Copilot Studio consumption models

    Microsoft · www.microsoft.com · Read · 2026-10-02

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