Bring reporting and actions together
Power BI reports can connect to actions through tools such as Power Apps. Reflex AI Builder lets you describe the report and the surrounding workflow as one application.
Looking for the best alternative to Power BI? Build the app, not just another dashboard.
Power BI helps your team understand the data. Reflex AI Builder helps you build the application around it: describe the dashboard, forms, and approvals you need in plain English, then refine them together in one app.
Example prompt
Build a regional sales dashboard from our warehouse, plus a form so reps can request discount approval over 20%.
Where Power BI stops being enough
Power BI is a strong reporting tool. When a report becomes part of an operational workflow, consider how the data, actions, and user experience fit together.
Build around your business process
A process can span Power BI, Power Apps, and Power Automate. With Reflex, you can build a custom interface for the whole journey and connect the services it needs.
Plan for your data and audience
Power BI model sizes and refresh limits depend on the license and capacity. With Reflex, choose the app and hosting setup for your workload, then test it against realistic data.
Power BI vs Reflex AI Builder
Compare a reporting platform with a builder for custom business applications.
Scroll horizontally to compare →
| Decision | Power BI | Reflex |
|---|---|---|
| Beyond reporting | Model, visualize, and share business data through reports and dashboards. | Combine data views with forms, decisions, and actions in a custom application, using Python for the interface and backend logic. |
| Build your way | Desktop and the service support report creation; models can include DAX calculations and Power Query transformations. | Start with AI in Reflex Build or write Python directly with the open-source framework. Extend the application with your own business logic. |
| Taking action | A Power Apps visual embeds a separate Power Apps application inside the report, with its own app setup and access requirements. | Handle user input, validation, and record updates within your Reflex application. Define permission checks and business rules in server-side Python. |
| Choose your deployment | The service provides cloud sharing. Report Server supports on-premises reporting with its own licensing and feature scope. | Choose managed Reflex hosting or self-host your framework app on your infrastructure. Enterprise deployment services are separately scoped. |
| Application flexibility | Reports, semantic models, and DAX calculations are built around Power BI's reporting environment. | Develop your own application screens and business rules on an Apache 2.0 open-source framework, with code your team can review and extend. |
Framework, AI Builder, and hosting: what's included?
Open-source framework
The Apache 2.0 Python framework is available independently of Build and managed hosting. Your app still depends on Reflex and its other packages.
Reflex Build
The AI development product generates and edits framework-based apps. Usage, private projects, repository access, and export entitlements belong to your plan.
Hosting and App Management
Managed deployment is an operating service. You can also self-host a framework app, providing its frontend, Python backend, configuration, and maintenance.
Enterprise
Enterprise packages and services have separate entitlements. Workspace SSO is distinct from app-user authentication. Authorization, auditing, and private deployment need configuration and an agreed operating plan.
Describe, build, test, ship
From an idea to a reviewed application in four steps.
Describe what you want
A prompt, a document, or a screenshot of the report you have today.
Watch it come to life
See the app build in a live preview as it's generated.
Test before you ship
Use AI-generated tests as a starting point. Review the results and check permissions, data accuracy, and real user workflows.
Choose where to deploy
Use Reflex hosting or plan a self-hosted deployment. Review code export, infrastructure, and support requirements for your plan.
Built with Reflex
Bayesline on building financial applications with Reflex.
“Reflex definitely saved us from needing to hire a frontend engineer and sped us up by 4x relative to learning React”
Bringing your Power BI reports over
Start with a report or screenshot and describe the actions your team needs alongside it. Connect approved data sources, reproduce the measures you rely on, and test forms and approvals before replacing the existing report. A screenshot is a starting point, not an automatic migration of data connections or business rules.
Frequently asked questions
The practical details before you choose.
What's a good alternative to Power BI?
It depends what you need next. If you only need read-only reporting, Power BI still works well for that. If your team needs to act on the data too (approve, edit, submit), Reflex AI Builder is built for that: it replaces the report and the extra add-on tools with a single application.
How does this compare to other Power BI competitors, like Tableau?
Power BI and Tableau are analytics platforms with ways to extend dashboards through integrations and extensions. Reflex AI Builder is a different option when you want a custom application that combines reporting, forms, and business workflows. Compare the Tableau approach on our Tableau comparison page.
Is this cheaper than paying for Power BI, Power Apps, and Power Automate separately?
Compare the full workflow cost: product licenses, capacity, connectors, app generation, hosting, and ongoing maintenance. Reflex can bring the experience into one application, but savings depend on your plans and workload. Review current pricing before deciding.
Do I need to know how to code?
You can start by describing the app, uploading a document, or sharing a screenshot. AI Builder generates a first version; your team still needs to review data access, behavior, and deployment before using it in production.
What happens if we outgrow it?
Your team can extend the generated application as requirements change. Growth still needs appropriate infrastructure, testing, and maintenance; exporting code and enterprise services depend on your plan.
Describe your next app instead of building another dashboard
Start with one workflow and refine it with your team.