Microsoft Copilot Studio alternatives for enterprise internal apps and AI agents

An internal help agent for 500 employees, each asking 10 questions a month, costs only $100 a month on Copilot Studio's pay-as-you-go plan. But if each query also searches your Microsoft 365 data, the same agent costs $600. (This assumes the employees don't have Microsoft Copilot licenses.)

Copilot Studio charges for every answer and action, so how you build an agent shapes your bill. But cost is only part of the decision when choosing a tool to build internal apps and agents. Starting in September 2026, Copilot Studio also began building apps, and the right tool depends just as much on who will use it and where your data lives.

Copilot Studio works best for employee-facing agents at companies that already run on Microsoft 365. When your users or your data sit outside Microsoft, a different type of tool is often a better fit. This guide helps you compare Microsoft Copilot Studio alternatives for enterprise internal apps to find the right tool for your unique scenario.

The short answer

If your company runs on Microsoft 365, already pays for Microsoft Copilot (formerly Microsoft 365 Copilot), and the app or agent is for employees only, Copilot Studio is often a sensible default. 

Look at Microsoft Copilot Studio alternatives when: 

• You need external users (clients, partners, or vendors)
• Your data lives mostly outside Microsoft
• You need costs you can forecast
• You want apps and agents that share one set of permissions

Copilot Studio vs. Power Apps vs. app building: What’s the difference?

Microsoft now has three ways to build internal tools, and there’s some overlap in functions. Here's a brief description of what each one does.

One more name to know: Microsoft Copilot is the AI assistant built into Word, Outlook, Teams, and the other Microsoft 365 apps. It's a per-user license, and it includes some Copilot Studio agent building for internal use (more specifics on that in the pricing section).

The new app building is the biggest change. According to Microsoft's announcement, these apps sign people in with Microsoft Entra ID, respect your existing connector and data policies, and show up in the Microsoft 365 admin center so IT can see every published app. Running them follows the same usage-based billing as agents.

What that means for Power Apps: For now, Power Apps is the mature, generally available option for structured apps on Dataverse, with its own per-user licensing. App building in Copilot Studio is the newer, AI-first way to get an app from a description, and it's still in preview.

What Copilot Studio costs

Copilot Studio is priced by usage, not per user. Each time an agent answers a question or takes an action, it uses Copilot Credits (Microsoft called them "messages" until September 1, 2025). Simple answers use fewer credits, and complex work uses more.

How to buy Copilot Credits

There are three ways to pay, according to the Copilot Studio pricing page (checked October 27, 2026):

• Capacity packs. $200 per pack per month for 25,000 Copilot Credits. This is a tenant-wide license, so the credits are pooled across your whole company. Unused credits don't carry over to the next month.
• Pay-as-you-go. No upfront commitment. You pay at the end of each month for the credits you used, at $0.01 per Copilot Credit. You need an Azure subscription.
• Pre-purchase plan. A one-year, prepaid pool of Copilot Credit Commit Units. Discounts start at 5% for 300,000 credits and reach 20% only at 300 million credits a year, according to Microsoft’s Copilot Studio Licensing Guide.

How many credits each action uses

According to Microsoft’s billing rates table, the most common rates are:

One user question can use several of these at once. Microsoft's own example is an agent that uses 12 credits for one answer: 10 for tenant graph grounding and 2 for the generative answer.

Included with Microsoft Copilot or bought separately

There are two ways people get Copilot Studio:

• Included with Microsoft Copilot ($30 per user per month, paid yearly). Licensed users can build and use internal agents inside Microsoft 365 at no extra cost. When a licensed user chats with an agent in Copilot Chat, Teams, or SharePoint, classic answers, generative answers, and tenant graph grounding don't use any Copilot Credits, within fair-use limits.
• The standalone Copilot Studio license (packs, pay-as-you-go, or pre-purchase). You need it to publish agents to outside channels like websites, apps, and social platforms, and to allow people without a Microsoft Copilot license use your agents. The free trial license lets you build and test agents but not publish them.

This split causes a lot of confusion. In a Reddit thread on Copilot Studio pricing, people asked whether each user needs a $200 subscription. They don't: the $200 pack is capacity for the whole company. Others found that a Microsoft Copilot license alone wasn't enough to publish beyond Teams. 

A worked example: An internal help agent for 500 employees

Let's say you build an IT and HR help agent for 500 employees. Each person asks it 10 questions a month, so that's 5,000 questions. Assume these employees don't have Microsoft Copilot licenses (for example, frontline or operations staff), so every answer uses credits.

How we calculated this:

• Questions: 500 employees × 10 questions = 5,000 questions a month
• Credits: 5,000 questions × the credits each question uses
• Pay-as-you-go: credits × $0.01
• Capacity packs: Packs come in blocks of 25,000 credits, so we rounded up to the next full pack. Packs work out cheaper per credit ($0.008), but unused credits don’t carry over to the next month.

Two things stand out. First, the same agent can cost 8 times more depending on which features it uses, so the design of the agent matters as much as the number of users. Second, if all 500 employees had Microsoft Copilot licenses ($15,000 per month at $30 each), most of this usage would be included at no extra charge.

That's why the real number is hard to forecast before launch. Use Microsoft's agent usage estimator with your own traffic, and expect to adjust after the first month. Builders in r/copilotstudio say agents used credits even when they were set up to avoid premium features, and that it wasn't always clear why. 

When Copilot Studio is the right choice

For many companies, Copilot Studio is the best tool for the job. It fits well when:

• Your company is standardized on Microsoft 365. Your staff already work in Teams, Outlook, and SharePoint, and that's where they'll use the agent.
• Your users have Microsoft Copilot licenses. Internal agents are then included at no extra cost for most everyday use, which makes the math easy.
• Your data lives in Microsoft systems. SharePoint, Teams, Dataverse, and Dynamics 365 connect natively, and tenant graph grounding can search across your Microsoft 365 data.
• IT wants one place to govern everything. Agents are managed in the Power Platform admin center, the new apps appear in the Microsoft 365 admin center, and data policies control which connectors makers can use.

For companies working within these scenarios, switching rarely makes sense. And many users like it once it's set up. In one r/copilotstudio thread about how teams use their agents, an engineer said they'd built several useful agents and credited Copilot Studio's newer orchestration for the results. 

Where teams hit limits with Copilot Studio

Most teams that look for Microsoft Copilot Studio alternatives for enterprise internal apps leave because of cost, reach, or data. Here's what users report, plus the limits Microsoft documents:

• Credit use is hard to predict. As the worked example shows, the cost depends on how each agent is built. Microsoft also enforces capacity: if a company's usage reaches 125% of its prepaid credits, custom agents are turned off and users see a message that the agent has reached its usage limit. Linking pay-as-you-go billing avoids this, but then the bill grows with usage.
• Slow answers from large SharePoint libraries. One builder on Reddit reported replies taking 30 seconds or more when an agent searched SharePoint, and said Microsoft support called this expected behavior. Others suggested smaller knowledge sources or moving to Microsoft Foundry.
• Extra licensing for people outside the company. Clients, partners, and vendors can't use your agents through Microsoft Copilot licenses. You need the standalone Copilot Studio license, and every answer they get uses credits. For apps, external users usually means Power Pages, which is licensed separately.
• Company policies can block common tools. Data policies are a good thing for IT, but they also affect makers. One Reddit user said their company blocks flows that use Excel Online. 
• A learning curve and some fragility. Users describe Copilot Studio as capable but sometimes fragile in complex agents, with topics, tools, flows, and knowledge sources to manage. 

What IT should check before you choose

Most comparison articles about Microsoft Copilot Studio alternatives for enterprise internal apps only score agent features. If you're building internal apps and agents, the permission model matters just as much. Use this checklist for every tool on your list:

• Who will use it? Employees only, or also clients, partners, and vendors? Check how outside users sign in and how they're priced.
• Where does the data live? Microsoft 365, Salesforce, Google Workspace, a SQL database, or a mix? Check for native connectors, and whether data is copied or read live.
• Whose access does the AI agent use? Does the agent see only what the signed-in person can see, or does it run with one shared connection that has broad access? This is the most important AI question to ask.
• Do apps and agents share permissions? If an agent sits inside an app, you want it to follow the same user groups and record-level rules as the app. Setting up permissions twice means twice the risk of a gap.
• Can you forecast the monthly bill? Is pricing per user, per plan, or per credit? What happens when you run out: does it stop, slow down, or charge more?
• Single sign-on (SSO). Can staff log in with their company account (Microsoft Entra ID, Okta, or Google Workspace)? Check which plan includes it.
• SCIM provisioning. SCIM is a standard that syncs users from your identity system, so accounts are created and removed automatically when people join or leave.
• Audit logs. Is there a record of who did what and when, for both app actions and agent actions? How long are logs kept?
• Data location. Where is the data stored, and does the vendor's AI provider train on it?

Microsoft Copilot Studio alternatives for enterprise internal apps by type

The tools below solve different problems, so we've grouped them by type instead of ranking them. Start with the group that matches your main reason for looking, then compare two or three tools inside it.

Products and prices checked on each vendor's site on October 27, 2026.

Staying in Microsoft

If you like the Microsoft stack but Copilot Studio isn't quite right, you have two other options inside it.

• Power Apps builds structured business apps on Dataverse. Power Apps Premium is $20 per use per month when paid early (12 with a 2,000-seat minimum). It's the safer pick today if you need a generally available app builder rather than a preview.
• Microsoft Foundry (formerly Azure AI Foundry) is Microsoft's platform for developers to build, ground, and govern AI apps and agents in code. It offers thousands of models from several providers, and pricing is consumption-based by service. Choose it when your agents need custom logic or models that a low-code tool can't handle and you have developers to build them.

Other big ecosystems

If your company's center of gravity isn't Microsoft, the AI tools from your main platform vendor may fit better.

• Salesforce Agentforce builds agents on your Salesforce CRM data. It's priced with Flex Credits ($500 per 100,000 credits, with each agent action using 20 credits), per conversation, or through per-user add-ons from $125 per user per month for unmetered employee use.
• Google Gemini for Business (formerly Google Gemini Enterprise) is Google's work agent, connected to Google Workspace and third-party tools like Microsoft 365, Salesforce, and ServiceNow. Google says it runs under each person's existing permissions. Pricing is through sales, with a 30-day free trial of the Plus edition. 
• ServiceNow AI Agents run on the ServiceNow AI Platform, with AI Agent Studio for building agents in natural language. They're a natural fit if IT service, HR, or customer service already runs on ServiceNow. Pricing is quote-based.

AI app builders for internal apps and portals

This group is the closest match if you need an app people can log in to, with an AI agent inside it.

• Softr builds internal tools, client portals, and AI agents on one platform with one set of user groups and permissions. We cover it in detail in the next section.
• Retool is a developer-focused platform for internal tools on your own databases and APIs. Business is $50 per builder and $15 per internal user per month, paid yearly, with metered external users. SSO and SCIM are on Enterprise. It's a strong pick for engineering-led teams that write SQL and JavaScript.

For a wider list, see our guide to the best enterprise AI app builders and our roundup of internal tool builders.

Agent and automation builders

If you mainly need agents that run workflows across your tools, and nobody needs to log in to an app, these are lighter options.

• n8n is a workflow automation tool with AI agent features. Every plan includes unlimited users, pricing is based on workflow runs, and you can host it yourself. It suits technical teams who want control over where agents run.
• Zapier Agents add AI agents to Zapier's automation platform, which connects thousands of apps. Agents are sold as an add-on to Zapier plans, and SAML SSO starts on the Team plan.
• StackAI is a no-code platform for building AI agents that process documents and run analysis. Enterprise plans include SSO, on-premises or private cloud deployment, and a signed BAA for health data.

Softr as an option for apps plus agents

Softr is an AI app builder for business operations. Teams use it to build internal tools, client and partner portals, and dashboards on their own data, then add AI agents that work inside those apps. Among Microsoft Copilot Studio alternatives for enterprise internal apps, its key difference for IT is that apps and agents share one permission model.

Best for: Companies that need internal tools and external portals with AI agents built in, especially when users include clients or partners, or when data lives outside Microsoft.

How agents and permissions work: Softr Agents act as the signed-in user, never as an admin. An app agent can only read or change what that person could read or change through the app. If a page shows a list, the agent can read those records. If there's a form, it can create records with the fields the form shows. User groups, page visibility, and record-level data restrictions apply exactly as they do in the interface. To give the agent more or less access, you change the app, not a separate agent policy. For third-party tools like Gmail or Slack, builders choose per-user or shared authentication. 

What every app includes: Login, user management, permissions, and hosting come with every Softr app. The same app can serve employees and external users such as clients and partners, with each group seeing only its own data.

Enterprise controls:

• Two-factor authentication, domain-restricted signup, and record-level global data restrictions: Business ($329 per month, paid yearly)
• SSO (SAML, OpenID), SCIM, and audit logs: Enterprise (custom pricing)
• SOC 2 Type II report, available on request through the Softr Trust Center
• Data hosted in Germany 
• LLM providers don't train on or store your data, according to Softr for Enterprise

Best features:

• Apps and agents on one platform: Build the app, its database, and its agents in one place, with no separate agent tool to license or govern.
• One set of permissions: Agents follow the app's user groups and data restrictions, so IT reviews access rules once.
• Internal and external users: Serve employees, clients, and partners from the same app, with a block of users included in each plan.
• Flexible data: Store data in Softr Databases, or connect Airtable, Google Sheets, HubSpot, SQL databases, Salesforce, Snowflake, and many more integrations (some sources depend on your plan).
• App agents and scheduled agents: App agents chat with users inside your apps, and Schedule agents run on their own for recurring reports and data cleanup.
• Built-in AI answers: Ask AI lets users ask questions about the data in an app block, and it only analyzes the records that user can see.
• Clear run logs: Each agent run shows the model, duration, tool calls, and credits used, so you can see where AI spend goes.

Pros:

• One permission model for apps and agents, instead of separate rules for each
• External users included in plan pricing, without a separate portal product
• Works with data outside Microsoft, from CRMs to SQL databases
• Flat monthly plan price, so the base cost is easy to forecast
• Business teams can build on their own, without code, while IT governs on Enterprise
• Free plan with apps, databases, workflows, and agents to test before buying

Cons:

• SSO, SCIM, and audit logs need the Enterprise plan.
• Softr isn't HIPAA compliant, so it isn't the right fit for health data.

Where it doesn't fit: If your company is all-in on Microsoft 365 with Microsoft Copilot licenses, and your agents only need to live in Teams, Copilot Studio is the more natural fit.

Real-world example: Celonis built a go-to-market knowledge base on Softr that more than 1,500 team members use.

Pricing: Softr pricing is a flat monthly plan price with a monthly allowance of AI credits that power agents and other AI features. Pro is $99 per month with 50 AI credits, and Business is $329 per month with 100 AI credits (both paid yearly). Enterprise is custom. The number of credits an agent uses depends on the model, tool calls, knowledge searches, and output length. If you run out, AI features pause until your credits reset, or you can buy add-on credits. On higher plans, you can also connect your own AI provider key so usage is billed by your provider instead. 

The free plan includes unlimited apps, databases, workflows, agents, and forms, and you can start building from templates. See full details for Softr pricing.

Try Softr for free or talk to our team about Softr for Enterprise.

How to decide: three common scenarios

Most decisions come down to who the users are and where your data lives. These three scenarios cover the most common cases and the best option for each:

If your team’s setup resembles scenario 2, or your data mostly lives outside Microsoft, try Softr for free and build a portal with an agent on your own data. For a broader framework, read how to choose a business app builder.