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MicrosoftWorkflow Automation

Microsoft Copilot Studio

Microsoft's agent builder, formerly Power Virtual Agents. Makers build agents and agent flows with Power Platform connectors, MCP servers and a choice of models, and publish them to Microsoft 365 Copilot, Teams and websites. Usage bills in Copilot Credits.

The 30-Second Take

Pick Microsoft Copilot Studio if you want agents next to your Microsoft 365 data under the policies and audit you already run.

Makers build agents with Power Platform connectors, MCP servers and a choice of models, and publish them to Microsoft 365 Copilot and Teams. It bills in Copilot Credits, from US$200 a month.

Best fit
Microsoft 365 tenants building agents for employees or customers on Microsoft data and Power Platform connectors.
Main constraint
Every answer, action and flow step meters Copilot Credits, and prepaid credits expire monthly.
First move
Set data policies and a credit cap per environment, then pilot one agent and measure credits per conversation.

Why

Watch the meter: every answer, action and flow step uses credits, and prepaid credits expire monthly. Security researchers have shown prompt injection and data leaks in agents, so review every connection.

Practitioner sentiment, all users−53 Strong negative

36 practitioners, 66 sources reviewed, Updated Oct 28, 2026How this is measured

Read the GILD Review
Save a product your organization uses.Keep up with Microsoft Copilot Studio without adding it to your stack.Visit Website
Operating stack
AI Knowledge Work

Comparisons

How does Microsoft Copilot Studio compare with the alternatives?

  1. Microsoft Copilot Studio vs Power Automate

    • Workflow Automation

    An agent decides its next step; a flow runs the same steps every time. For 10,000 monthly runs of a 10-action flow, an agent flow meters about US$130 in credits and a Power Automate Process licence costs US$150.

  2. Microsoft Copilot Studio vs Gemini Enterprise

    • Workflow Automation

    Microsoft meters agents in Copilot Credits inside the tenant; Google sells agents inside a per-seat assistant app. Choose by where employees already work and how you want agent use billed.

Operator Insights

What are business and product leaders learning from rolling Microsoft Copilot Studio out across their teams?

See all 3 operator accounts

Buying and deployment

What business and product leaders should verify before rolling it out across teams.

Sourced from Microsoft documentation

How you buy it

US$200 for 25,000 credits

A month, pooled across the tenant; pay-as-you-go bills US$0.01 per credit.

Source 1, cdn-dynmedia-1.microsoft.com, Copilot Studio Licensing Guide: Copilot Studio Licensing GuideSource 2, Microsoft, Licensing: Licensing

Details

Copilot Credits, pooled across the tenant: a prepaid pack of 25,000 credits costs US$200 a month billed annually, pay-as-you-go bills US$0.01 per credit through an Azure subscription, and a one-year prepurchase plan is also offered. Messages became Copilot Credits on Sep 1, 2025.

Cost drivers

2 credits an answer

Actions cost 5, tenant graph grounding 10, and agent flows 13 per 100 actions.

Source 3, Microsoft, Billing rates: Billing ratesSource 2, Microsoft, Licensing: LicensingSource 5, Microsoft, Microsoft Learn: Select a primary AI model for your agent: Microsoft Learn: Select a primary AI model for your agent

Details

Each feature meters credits: a classic answer costs 1, a generative answer 2, an agent action 5, tenant graph grounding 10, and agent flows 13 per 100 actions. Microsoft 365 Copilot users chatting with agents in Copilot Chat, Teams and SharePoint consume no credits for answers and grounding. For agents and agent flows powered by the standard harness, the primary AI model you select powers generative orchestration.

Where it runs

Your tenant's geography

Data stays there, or in the United States when the tenant's location is not listed.

Source 4, Microsoft, Data locations: Data locationsSource 6, learn.microsoft.com, Microsoft Learn: Learn about retention for Copilot & AI apps: Microsoft Learn: Learn about retention for Copilot & AI appsSource 7, Microsoft, Microsoft Learn: Copilot Studio compliance offerings: Microsoft Learn: Copilot Studio compliance offeringsSource 8, Microsoft, Microsoft Learn: Audit Copilot Studio activities in Microsoft Purview: Microsoft Learn: Audit Copilot Studio activities in Microsoft Purview

Details

Microsoft's cloud, keeping customer data in the chosen Azure geographic location with listed exceptions. Microsoft says it might replicate customer data to other regions in the same geography for data durability. Microsoft Purview retention policies for AI apps cover Copilot Studio prompts and responses. Microsoft says Copilot Studio has been audited to be compliant with SOC. Copilot Studio is covered under the HIPAA Business Associate Agreement. Copilot Studio logs administrative, maker and user activity with agents.

What to verify

Agents off at 125%

Microsoft disables custom agents at 125% of prepaid capacity unless Azure pay-as-you-go is linked.

Source 1, cdn-dynmedia-1.microsoft.com, Copilot Studio Licensing Guide: Copilot Studio Licensing GuideSource 3, Microsoft, Billing rates: Billing ratesSource 4, Microsoft, Data locations: Data locations

Details

Unused prepaid credits do not roll over to the next month. Microsoft allows some overage, then disables custom agents when a tenant reaches 125% of its prepaid capacity, unless pay-as-you-go is linked through an Azure subscription. Customer Service hand-off and other external services can transfer data outside the selected geographic location.

Signals

What is the current evidence saying about Microsoft Copilot Studio?

A current read of what people, admins, and organizations building agents with Microsoft Copilot Studio report publicly, with every finding linked to its sources.

Whose sources count

Practitioner sentiment, all users

−53 Strong negative net

of 38 sources that take a side, each author counted once.

How this figure is made

Leaders and teams have 15 accounts; GILD prints their sentiment from 20.

Current sentiment

Positive, mixed and negative sources

The score counts them as 4 positive, 9 mixed and 23 negative votes, one per author.

Of the 38 accounts that state a view, 23 are negative, 10 mixed, and 5 positive. Reliability and bugs draw the most reports, 10 of 12 raising a problem. Connectors and MCP draw 6 critical accounts to 2 positive, and all 5 sources on model choice praise being able to pick GPT or Claude models.

Run a pilot on one live workflow to measure failed runs and the time spent fixing them.

Evidence field. All 66 sources, one mark each.

Arrange by

Each mark is one source: positive, mixed, negative, no opinion stated, or documentation (not counted).

By sentiment, All users. Every source GILD read, grouped as the field draws it.
GroupSourcesPositiveMixedNegativeNo opinion stated and not counted in the scoreDocumentation, checked and not counted
Positive550000
Mixed10010000
Negative23002300
Not counted14000140
Documentation14000014
Every source GILD read, by the quarter it was published, as the field's time axis counts it. Documentation is dated by the day it was checked.
QuarterSources
Q1 20252
Q2 20251
Q3 20253
Q4 20258
Q1 20262
Q2 20269
Q3 202610
Q4 202617
Documentation, checked14

By sentiment

14 documentation pages check facts and are not counted.

Hover a mark for a quick look, click it or press Enter to open its source.Tap a mark to open its source, then step to its neighbors with Previous and Next.

What practitioners praise

Top praise of 4. Each mark is a source on it; filled marks praise it.

  1. Microsoft 365 & Teams Reach4 of 7 sources on it praise it

Most common concerns

Top concern of 7. Each mark is a source on it; filled marks raise it.

  1. Reliability & Bugs10 of 12 sources on it raise it as a concern
All 66 sources behind these findings
  1. Configure single sign-on with Microsoft Entra IDMicrosoft (Official Microsoft pricing page and Microsoft Learn documentation), Product documentation, checked Oct 28, 2026
  2. Use Power Platform connectors as tools in Copilot Studio agentsMicrosoft (Official Microsoft pricing page and Microsoft Learn documentation), Product documentation, checked Oct 28, 2026
  3. Extend your agent with Model Context ProtocolMicrosoft (Official Microsoft pricing page and Microsoft Learn documentation), Product documentation, checked Oct 28, 2026
  4. Connect and configure an agent for Teams and Microsoft 365Microsoft (Official Microsoft pricing page and Microsoft Learn documentation), Product documentation, checked Oct 28, 2026
  5. Select a primary AI model for your agentMicrosoft (Official Microsoft pricing page and Microsoft Learn documentation), Product documentation, checked Oct 28, 2026
  6. Bring your own model for your promptsMicrosoft (Official Microsoft pricing page and Microsoft Learn documentation), Product documentation, checked Oct 28, 2026
  7. Copilot Studio pricingMicrosoft (Official Microsoft pricing page and Microsoft Learn documentation), Product documentation, checked Oct 28, 2026
  8. Licensing for agents powered by the standard harnessMicrosoft (Official Microsoft pricing page and Microsoft Learn documentation), Product documentation, checked Oct 28, 2026
  9. Pay-as-you-go metersMicrosoft (Official Microsoft pricing page and Microsoft Learn documentation), Product documentation, checked Oct 28, 2026
  10. Billing rates and managementMicrosoft (Official Microsoft pricing page and Microsoft Learn documentation), Product documentation, checked Oct 28, 2026
  11. Audit Copilot Studio activities in Microsoft PurviewMicrosoft (Official Microsoft pricing page and Microsoft Learn documentation), Product documentation, checked Oct 28, 2026
  12. Ensure compliance with Copilot StudioMicrosoft (Official Microsoft pricing page and Microsoft Learn documentation), Product documentation, checked Oct 28, 2026
  13. Data locations in Copilot StudioMicrosoft (Official Microsoft pricing page and Microsoft Learn documentation), Product documentation, checked Oct 28, 2026
  14. Quotas and limitsMicrosoft (Official Microsoft pricing page and Microsoft Learn documentation), Product documentation, checked Oct 28, 2026
  15. Why can't we pin our Copilot Studio agent in Microsoft 365?Diligent_Banana9903, Reddit user (self-described: Organization with AI and Global Administrators publishing an agent to an Entra group), Reddit post, r/copilotstudio, published Oct 27, 2026
  16. Post by @kesslernity on XKesslernity, seller of enterprise AI rollout kits (self-described: Reply on a Copilot Studio rollout thread), X post, published Oct 27, 2026
  17. Persistent Memory Across Conversations in Microsoft Copilot StudioSpare_Accountant8794, Reddit user (self-described: Agent guiding users through a multi-step process), Reddit post, r/copilotstudio, published Oct 24, 2026
  18. Why can't we use they A.I itself to create and design the workflow for the Agent?amkamdar, non-developer business owner (self-described: Small business turning PDF sales orders from a mailbox into ERP entries), Reddit post, r/copilotstudio, published Oct 23, 2026
  19. Copilot Studio vs PowerPlatformdavidcottondev, Reddit user (self-described: Power Platform maker comparing Copilot Studio with Power Apps and Power Automate), Reddit post, r/PowerPlatform, published Oct 23, 2026
  20. Copilot Studio agent behaves differently in Teams and test panePAARTHPATEL, Reddit user (self-described: Team running a topic-based agent with SharePoint knowledge in Teams), Reddit post, r/copilotstudio, published Oct 22, 2026
  21. Stand Agent Subagents in Teamsredsaeok, Reddit user (self-described: Team whose manager reviews agent running costs), Reddit post, r/copilotstudio, published Oct 20, 2026
  22. Post by @alex_harl on Xalex_harl, IT practitioner (self-described: Organization rolling out Copilot Studio agent creation to about 10% of licensed users), X post, published Oct 20, 2026
  23. Copilot Studio - topic-scoped knowledge vs. tenant graph grounding (cost question)Firm_Pin4840, Reddit user (self-described: Builds internal agents over large SharePoint PDFs), Reddit post, r/copilotstudio, published Oct 18, 2026
  24. Copilot Studio environments keep going over Dataverse file capacity. How do you manage it?EnvironmentalAir36, Reddit user (self-described: Admin of the organization's Copilot Studio environments), Reddit post, r/copilotstudio, published Oct 17, 2026
  25. Generative orchestrator interfering with generative answer nodeNo-Supermarket8134, Reddit user (self-described: Standard harness agent with topic-level generative answers), Reddit post, r/copilotstudio, published Oct 14, 2026
  26. Copilot Studio Inline Agent stops processing uploaded files and generates incomplete Word documentsFreggel1995, Reddit user (self-described: Flow that passes uploaded files to an inline agent to fill a Word template), Reddit post, r/copilotstudio, published Oct 9, 2026
  27. Facing DLP errors and publishing issues in Copilot Studio. Any idea how to fix these?Ill_Combination_3520, Reddit user (self-described: Building agents on both the standard and GitHub Copilot harnesses), Reddit post, r/copilotstudio, published Oct 8, 2026
  28. Is anyone using environment routing and zoned governance?DevelopmentVast819, Reddit user (self-described: Admin team that set up environment routing and zoned governance), Reddit post, r/copilotstudio, published Oct 7, 2026
  29. Copilot Studio, MCP URL path: GPT-5.5 Chat can't look up the board (search cut and 8 required fields, GraphQL variables required); tested fixEugene Levitin (evgeni4i4), founder of Docka (self-described: Testing whether agents finish a monday.com job through Copilot Studio), GitHub issue, mondaycom/mcp, published Oct 5, 2026
  30. Copilot agent searching ServiceNow knowledgeFlangipan, Reddit user (self-described: Teams agent over a ServiceNow knowledge base), Reddit post, r/copilotstudio, published Oct 2, 2026
  31. Are prompts downs?Rockeygamer, Reddit user (self-described: Prompts with code interpreter used from flows, in Europe), Reddit post, r/copilotstudio, published Oct 2, 2026
  32. Issue with deploying GitHub Harness agents.SuperDaddio, Reddit user (self-described: Organization moving managed solutions from development to user acceptance testing), Reddit post, r/copilotstudio, published Sep 30, 2026
  33. Clarification on Copilot Conversation Length Limits and Copilot Studio AgentsImportantPudding1570, Reddit user (self-described: Building a declarative agent for a client on Microsoft 365 Copilot Chat), Reddit post, r/copilotstudio, published Sep 28, 2026
  34. Comment on: Microsoft abandons personal AI chatbot race with Copilot rebootmugenjin23, local government staff, Australia (self-described: State and local government organizations in Australia), Hacker News comment, published Sep 26, 2026
  35. Best practice for RBAC design in Copilot Studio + MCP server for Active Directory operations?Fabulous_Squash_7049, Reddit user (self-described: Production design for an agent that runs Active Directory operations), Reddit post, r/sysadmin, published Sep 9, 2026
  36. Comment on: Apple caught off guard by AI demand for Mac Mini and Mac Studiowolvoleo, Hacker News commenter (self-described: Large company where every AI project needs sponsorship, cost sign-off and security review), Hacker News comment, published Sep 1, 2026
  37. Hosted Tableau MCP (mcp.tableau.com) unusable from Microsoft Copilot Studio - no registration_endpoint and no client secretMarcoLema1, GitHub user (self-described: Connecting a Copilot Studio agent to Tableau's hosted MCP server), GitHub issue, tableau/tableau-mcp, published Aug 14, 2026
  38. Three harnesses, one product name: what actually changed in Copilot Studio pricingMarlon König, Power Platform practitioner and conference speaker (self-described: Advising customers on Copilot Studio licensing), Personal blog post, marlon-koenig.com, published Aug 13, 2026
  39. Reviewing Microsoft Copilot Studio agents: three 2026 CVEs and the DLP gap they shareDrel Research, AI security review company (self-described: Review of published Copilot Studio vulnerabilities), Security research post, Drel, published Aug 10, 2026
  40. Sorry, something unexpected happened: Calling a Copilot Studio (New Experience) agent from Power AutomateMarlon König, Power Platform practitioner and conference speaker (self-described: A business agent from a customer project), Personal blog post, marlon-koenig.com, published Jul 30, 2026
  41. Copilot Studio New Agent Experience: Easy Skill-First 2026W.R. Vishnu, independent Microsoft 365 consultant (self-described: Rebuilding the author's HR Leave Assistant agent in the new agent experience), Personal blog post, wrvishnu.com, published Jul 22, 2026
  42. Comment on: Ask HN: Is anyone running AI agents in production reliably - what's your stack?wendell_labs, Hacker News commenter (self-described: Workplace where IT security policy limits the AI tools allowed), Hacker News comment, published Jun 12, 2026
  43. Comment on: Ask HN: Is anyone running AI agents in production reliably - what's your stack?nehpets, Hacker News commenter (self-described: Runs agents in production for their own SaaS product), Hacker News comment, published Jun 12, 2026
  44. Comment on: Jira Is Turing-CompleteNoMoreNicksLeft, Hacker News commenter (self-described: Building agent logic in Copilot Studio at work), Hacker News comment, published May 25, 2026
  45. Comment on: Jira Is Turing-CompleteAtiscant, Hacker News commenter (self-described: Building agents in Copilot Studio), Hacker News comment, published May 25, 2026
  46. Administering end-user Microsoft AI toolskayhai, admin at an enterprise on Microsoft 365 E5 (self-described: Enterprise on Microsoft 365 E5 governing Copilot Studio and AI Builder use), Reddit post, r/sysadmin, published May 20, 2026
  47. Fixing missing Output Parameters in Adaptive CardsImpossible-Chain5416, Reddit user (self-described: Building topics with adaptive cards), Reddit post, r/PowerPlatform, published Apr 29, 2026
  48. ShareLeak: Taking the Wheel of Microsoft's Copilot Studio (CVE-2026-21520)Bar Kaduri, Capsule Security (self-described: Security researchers attacking an agent triggered by a public SharePoint form), Security research post, Capsule Security, published Apr 15, 2026
  49. Comment on: ChatGPT for Excelp_ing, Hacker News commenter (self-described: Organization running Copilot Studio agents on Microsoft 365 Copilot licenses), Hacker News comment, published Apr 15, 2026
  50. Comment on: Caveman Mode Save Token?illwrks, Hacker News commenter (self-described: Trying out Copilot Studio agents), Hacker News comment, published Apr 4, 2026
  51. Hands On: Getting Started with Microsoft Copilot Studio AgentsDavid Ramel, editor and writer at Converge 360 (self-described: A personal agent over a SharePoint-hosted Excel tracker of the author's own articles), Hands-on review, Virtualization Review, published Mar 26, 2026
  52. Comment on: Wine 11 rewrites how Linux runs Windows games at kernel with massive speed gainsQuothling, enterprise IT at a European energy company (self-described: Energy sector company's IT department building HR automation), Hacker News comment, published Mar 25, 2026
  53. Microsoft Copilot Studio Security Risk: How Simple Prompt Injection Leaked Credit Cards and Booked a $0 TripGuy Zetland and Keren Katz, Tenable AI Research (self-described: Security researchers testing a travel booking agent built on a SharePoint list of test data), Security research post, Tenable, published Dec 11, 2025
  54. Comment on: Microsoft lowers AI software growth targetsramoz, adviser to enterprise clients (self-described: Meets enterprise clients who evaluate Copilot Studio), Hacker News comment, published Dec 3, 2025
  55. Comment on: Microsoft lowers AI software growth targetspbronez, Hacker News commenter (self-described: Deploying Copilot Studio and Power Platform for an enterprise on Microsoft's US Government Community Cloud), Hacker News comment, published Dec 3, 2025
  56. Comment on: Anthropic invests $50B in US AI infrastructureKaiserPro, Hacker News commenter (self-described: Work project grounding an agent on SharePoint documents), Hacker News comment, published Nov 12, 2025
  57. Copilot studio agent keeps asking you to connect to an MCP server even though you are, apparently, connected? Check this settingAlex Shlega, Power Platform blogger (self-described: The author's own agent calling an MCP server), Personal blog post, It Ain't Boring, published Nov 8, 2025
  58. CoPhish: Using Microsoft Copilot Studio as a wrapper for OAuth phishingKatie Knowles, Datadog Security Labs (self-described: Security researcher testing a malicious agent from an attacker's own tenant), Security research post, Datadog Security Labs, published Oct 20, 2025
  59. The Good, The Bad, and The Ugly of Copilot Studio: A Brutally Honest Review Going Into Late 2025Ragnar Heil, Microsoft MVP designing agents (self-described: Agent design work for the author's own projects and clients), Personal blog post, ragnarheil.de, published Oct 18, 2025
  60. Comment on: Microsoft 365 Copilot's commercial failurep_ing, Hacker News commenter (self-described: Organization making heavy use of Copilot Studio lite and full), Hacker News comment, published Oct 5, 2025
  61. Copilot Studio Agent - Poor Results with CSV Knowledge Source (Summarization & Categorization)ashokganjireddy, GitHub user (self-described: Agent built over a Jira extract as its knowledge source), GitHub issue, microsoft/copilot-camp, published Sep 19, 2025
  62. Comment on: Microsoft Introduces 'Copilot Mode' in Edgemoi2388, Hacker News commenter (self-described: Building custom agents in Copilot and Copilot Studio), Hacker News comment, published Jul 30, 2025
  63. A Copilot Studio Story 2: When AIjacking Leads to Full Data ExfiltrationTamir Ishay Sharbat, Zenity Labs (self-described: Security researchers attacking a replica of a McKinsey customer service agent built in Copilot Studio), Security research post, Zenity Labs, published Jul 7, 2025
  64. Comment on: Microsoft is struggling to sell Copilot to corporations - employees want ChatGPTCharlesW, Hacker News commenter (self-described: A work project built on prompts and knowledge files), Hacker News comment, published Jun 26, 2025
  65. PowerPlatform Admin and Copilot Studiominisvlad, Power Platform admin (self-described: Company starting to evaluate Copilot Studio for a Teams bot over SharePoint libraries), Reddit post, r/PowerPlatform, published Mar 21, 2025
  66. Comment on: Orbit by Mozillaajcp, Hacker News commenter (self-described: Enterprise AI tools compared from work), Hacker News comment, published Jan 3, 2025

Jan 2025 to Oct 2026.

52 sources from practitioners, by month and sentiment.

The full readExplore all Microsoft Copilot Studio Signals5 praise themes, 7 concerns, 2 points of agreement and 1 disagreement across all three groups, with all 66 sources open to inspect.

Where It Fits

Where does Microsoft Copilot Studio belong in the stack?

Open Where It Fits: the Stack Field and the full map

Microsoft Copilot Studio is Core across Automate, supports Find, and touches Assist, Create, and Analyze.

Business area
Company-wide
Function
Knowledge Work
Operating stack
AI Knowledge Work
Primary role
Agent Builder & Agent Flows
Microsoft Copilot Studio beside the rest of its stackThe Stack Field, every product on every layer
FootprintMicrosoft Copilot Studio across the AI Knowledge Work stack. Bar height is its role on each layer.

  1. Assist

    1. AI assistant: Touches

      AI assistant, touches. Agents built in Copilot Studio run inside Microsoft 365 Copilot Chat and Teams, while the general assistant people work in stays with Microsoft 365 Copilot or another assistant.

  2. Find

    1. Web research: Touches

      Web research, touches. Agents can ground generative answers in public websites given as knowledge, while cited research on the open web belongs to a research tool.

    2. Enterprise search: Supports

      Enterprise search, supports. Agents answer from SharePoint sites, uploaded files, Dataverse and connector data, and tenant graph grounding reaches Microsoft 365 content. Company-wide search stays with Microsoft 365 Copilot or an enterprise search product.

  3. Create

    1. Documents: Touches

      Documents, touches. Agents draft replies and summaries inside a conversation, while documents are written and kept in Word, SharePoint or another documents tool.

    2. Meeting notes: Touches

      Meeting notes, touches. Agents published to Teams can act on meeting content through connectors; capturing and summarizing meetings stays with Teams, Microsoft 365 Copilot or a meeting notes tool.

  4. Analyze

    1. Data analysis: Touches

      Data analysis, touches. Agents read records through Dataverse and connectors, while analysis and reporting stay with Power BI or another analytics tool.

  5. Automate

    1. Automation: Core

      Automation, core. This is Copilot Studio's primary role: makers build agents with generative orchestration, agent flows with deterministic steps and human approvals, and tools from Power Platform connectors and MCP servers, billed in Copilot Credits.

Market mapThe layers Microsoft Copilot Studio covers, and who else owns each one.

  1. Workflow automation & agents

    CoreAutomate

  2. Enterprise search & company knowledge

    SupportsFind

  3. General AI assistant

    TouchesAssist

  4. Web research & cited answers

    TouchesFind

  5. Writing & documents

    TouchesCreate

2 more layers on the full map. Core, Supports and Touches describe coverage. They say nothing about quality.

More on Microsoft Copilot Studio

  1. GILD ReviewGILD's evaluation, with the buying facts
  2. Research1 piece
  3. Guides2 guides
  4. Operator Insights3 operator accounts
  5. Where It FitsOn the AI Knowledge Work stack
  6. Related Products6 products