CorralData vs. Microsoft Fabric

Why choose CorralData over Microsoft Fabric?

Fabric gives you the tools to build a data platform. CorralData gives you the finished one: 600+ connectors, a HIPAA-compliant warehouse, governed metrics, and AskCorral AI, set up with your team during onboarding.

Get answers from your data without building and staffing a data platform first.

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CorralData Marketing and Lead Funnel board with leads, conversion by channel and leads by specialty

Fabric is a toolkit

Fabric gives you the parts. Your team builds the rest.

Fabric bundles the components of a data platform. Assembling them and keeping them running is on you.

A data platform to build and staff

Pipelines, lakehouses, and semantic models are yours to design and maintain, usually by data engineers.

AI that's only as good as your models

Copilot and data agents answer from the semantic models your team builds. If definitions drift, so do the answers.

Costs that are hard to predict

Compute is billed by capacity tier, viewers below F64 also need Power BI licenses, and running past capacity means throttling or overage at 3x the rate.

Why CorralData

Why teams choose CorralData over Fabric

The full data stack in one platform, with your data foundation built with you during onboarding.

600+ integrations, built for your industry

600+ pre-built connectors, including EMRs and practice management systems like Nextech and Meevo that Fabric has no native connector for.

No data engineering team required

Fabric expects your team to build pipelines, lakehouses, and semantic models. CorralData builds that foundation with you during onboarding, so you don't have to hire for it.

Built no-code first

Business users ask in plain English and AskCorral builds the board or Data App. Data teams still get full depth in the SQL Editor.

Predictable pricing

No capacity units to size and no metering. Unlimited AskCorral AI and unlimited data processing come with every plan.

AI that knows your business

AskCorral reads governed definitions verified against your source systems, so its answers match your dashboards. Use it in CorralData, or from Claude and ChatGPT through CorralData MCP.

HIPAA-ready from day one

A BAA and SSO on every account, an isolated, encrypted warehouse, and AI that only uses models covered by your BAA.

FEATURES Overview

Every layer of the data stack, built in

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Guided onboarding that builds your foundation

Our team connects your sources, reconciles them against your source systems, and builds your data models with your input, so you start with numbers you can trust.

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600+ connectors into one HIPAA-compliant warehouse

Connect EMRs, CRMs, ad platforms, payment processors, and Microsoft sources with no code. Everything lands in one warehouse, hosted by CorralData and isolated per account, or connect your own Redshift, Snowflake, Databricks, or Postgres.

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Answers you can trust

A semantic layer holds your business definitions, like net revenue or active patient. Each one is agreed with your team, verified against your source systems, and reused by every board, export, and AI answer, so the numbers always match.

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Revenue, net · March $2,412,880

All 8 locations

The definition behind this numberDefinition Verified View SQL

Means: Collected service and product revenue, less refunds and discounts. Gift cards count when redeemed, not when sold.
Reads: Zenoti invoices · QuickBooks journal

Data Apps, built from a prompt

When a standard chart isn't enough, describe the tool you need and AskCorral builds it as a Data App. Analysts still get full depth in the SQL Editor.

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An AI agent grounded in your data

Ask in plain English and AskCorral builds the board, answers the question, and recommends what to do next. It reads your governed data models, not raw tables, and tells you which definition it used.

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Bring Claude or ChatGPT to your data

CorralData MCP connects Claude and ChatGPT to your governed data, so your team can work from the tools they already use, with the same permissions as your dashboards.

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Row-level security and PHI protection

Row-level security filters each board to the rows a person is allowed to see, and AskCorral and MCP follow the same limits. PHI columns can be masked from AI entirely.

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Push insights back into your tools

Reverse ETL syncs segments, scores, and decisions back into the systems that run your business, automatically and on schedule.

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		Microsoft Fabric
G2 Review	4.9	4.6
Number of data integrations	600+ and supports any API	~200 built-in
Hosted data warehouse included
Enterprise-grade security and HIPAA BAA
Data models built with you during onboarding		Via paid partners
Metric definitions verified against source systems		Your team verifies
Made for non-technical users		Viewing and Copilot
AI agent included, with no metering		Uses capacity
Native EMR and practice management connectors		FHIR only
No capacity sizing or throttling
Reverse ETL included		Build with pipelines
Guided onboarding		Via paid partners

Built secure and compliant for healthcare

Governed by default

Definitions are locked and marked verified once approved, AI never queries raw source tables, and every query is logged with who ran it and what it returned.

HIPAA-ready, BAA included

HIPAA compliant, with a BAA and SSO on every account. HIPAA accounts only use AI models covered by a BAA, and PHI columns can be masked so AI never sees the values.

Your warehouse or ours

Each account gets its own isolated, encrypted warehouse, or connect your own and we query it in place. Your data, and everything modeled from it, is always yours to export.

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Trusted by teams at

Trusted by leading brands

Analyzing 2 billion data points to generate 100,000 actionable insights per month.

Switching from Power BI to CorralData has given us complete visibility into our data without needing a massive headcount. The efficiency and insights we've gained are remarkable!

Andy Lew

CEO, St John Knits

The instant our team began using CorralData, everything clicked. It’s seamless to onboard, user-friendly, and very self-serviceable.

Eric Estroff

Head of Brand, Sweetgreen

CorralData is game changing. Now everyone has data-driven decision making at their fingertips.

Sue Lai

Product Lead, Google

Insanely fast to set up. Simply connect multiple data sources for meaningful reporting in minutes.

Keith Jensen

CMO, Hotel Engine

Switching from Power BI to CorralData has given us complete visibility into our data without needing a massive headcount. The efficiency and insights we've gained are remarkable!

Andy Lew

CEO, St John Knits

The instant our team began using CorralData, everything clicked. It’s seamless to onboard, user-friendly, and very self-serviceable.

Eric Estroff

Head of Brand, Sweetgreen

CorralData is game changing. Now everyone has data-driven decision making at their fingertips.

Sue Lai

Product Lead, Google

Insanely fast to set up. Simply connect multiple data sources for meaningful reporting in minutes.

Keith Jensen

CMO, Hotel Engine

Switching from Power BI to CorralData has given us complete visibility into our data without needing a massive headcount. The efficiency and insights we've gained are remarkable!

Andy Lew

CEO, St John Knits

The instant our team began using CorralData, everything clicked. It’s seamless to onboard, user-friendly, and very self-serviceable.

Eric Estroff

Head of Brand, Sweetgreen

CorralData is game changing. Now everyone has data-driven decision making at their fingertips.

Sue Lai

Product Lead, Google

Insanely fast to set up. Simply connect multiple data sources for meaningful reporting in minutes.

Keith Jensen

CMO, Hotel Engine

Switching from Power BI to CorralData has given us complete visibility into our data without needing a massive headcount. The efficiency and insights we've gained are remarkable!

Andy Lew

CEO, St John Knits

The instant our team began using CorralData, everything clicked. It’s seamless to onboard, user-friendly, and very self-serviceable.

Eric Estroff

Head of Brand, Sweetgreen

CorralData is game changing. Now everyone has data-driven decision making at their fingertips.

Sue Lai

Product Lead, Google

Insanely fast to set up. Simply connect multiple data sources for meaningful reporting in minutes.

Keith Jensen

CMO, Hotel Engine

A complete solution that bridges the gap between basic analytics tools and full in-house data teams—allowing organizations to become data-driven fast without upfront costs.

Chris Padilla

Head of Growth, datacamp

Now all of our data is in one easy-to-use platform and our team is learning more about our business than we ever have!

Cynthia Sakai

CEO, evolvetogether

Love having a single tool for all our metrics—email, paid media, customer lifetime value, retention, and more. We can also tag and comment right in the dashboard just like Google Docs!

Or’el Anbar

Director of Analytics, Just Salad

CorralData eliminates reporting time, providing real-time actionable insights, and allowing us to make informed decisions to drive growth.

Kitty Tsang

Head of Strategy, Ready, Set, Rocket

A complete solution that bridges the gap between basic analytics tools and full in-house data teams—allowing organizations to become data-driven fast without upfront costs.

Chris Padilla

Head of Growth, datacamp

Now all of our data is in one easy-to-use platform and our team is learning more about our business than we ever have!

Cynthia Sakai

CEO, evolvetogether

Love having a single tool for all our metrics—email, paid media, customer lifetime value, retention, and more. We can also tag and comment right in the dashboard just like Google Docs!

Or’el Anbar

Director of Analytics, Just Salad

CorralData eliminates reporting time, providing real-time actionable insights, and allowing us to make informed decisions to drive growth.

Kitty Tsang

Head of Strategy, Ready, Set, Rocket

A complete solution that bridges the gap between basic analytics tools and full in-house data teams—allowing organizations to become data-driven fast without upfront costs.

Chris Padilla

Head of Growth, datacamp

Now all of our data is in one easy-to-use platform and our team is learning more about our business than we ever have!

Cynthia Sakai

CEO, evolvetogether

Love having a single tool for all our metrics—email, paid media, customer lifetime value, retention, and more. We can also tag and comment right in the dashboard just like Google Docs!

Or’el Anbar

Director of Analytics, Just Salad

CorralData eliminates reporting time, providing real-time actionable insights, and allowing us to make informed decisions to drive growth.

Kitty Tsang

Head of Strategy, Ready, Set, Rocket

A complete solution that bridges the gap between basic analytics tools and full in-house data teams—allowing organizations to become data-driven fast without upfront costs.

Chris Padilla

Head of Growth, datacamp

Now all of our data is in one easy-to-use platform and our team is learning more about our business than we ever have!

Cynthia Sakai

CEO, evolvetogether

Love having a single tool for all our metrics—email, paid media, customer lifetime value, retention, and more. We can also tag and comment right in the dashboard just like Google Docs!

Or’el Anbar

Director of Analytics, Just Salad

CorralData eliminates reporting time, providing real-time actionable insights, and allowing us to make informed decisions to drive growth.

Kitty Tsang

Head of Strategy, Ready, Set, Rocket

Switching from Power BI to CorralData has given us complete visibility into our data without needing a massive headcount. The efficiency and insights we've gained are remarkable!

Andy Lew

CEO, St John Knits

The instant our team began using CorralData, everything clicked. It’s seamless to onboard, user-friendly, and very self-serviceable.

Eric Estroff

Head of Brand, Sweetgreen

CorralData is game changing. Now everyone has data-driven decision making at their fingertips.

Sue Lai

Product Lead, Google

Insanely fast to set up. Simply connect multiple data sources for meaningful reporting in minutes.

Keith Jensen

CMO, Hotel Engine

A complete solution that bridges the gap between basic analytics tools and full in-house data teams—allowing organizations to become data-driven fast without upfront costs.

Chris Padilla

Head of Growth, datacamp

Now all of our data is in one easy-to-use platform and our team is learning more about our business than we ever have!

Cynthia Sakai

CEO, evolvetogether

Love having a single tool for all our metrics—email, paid media, customer lifetime value, retention, and more. We can also tag and comment right in the dashboard just like Google Docs!

Or’el Anbar

Director of Analytics, Just Salad

CorralData eliminates reporting time, providing real-time actionable insights, and allowing us to make informed decisions to drive growth.

Kitty Tsang

Head of Strategy, Ready, Set, Rocket

Frequently asked questions: CorralData vs Microsoft Fabric

Is CorralData a good alternative to Microsoft Fabric?

Yes, for organizations that want trusted answers from their data without building a data platform first. CorralData connects 600+ data sources and supports any API, versus roughly 200 Fabric connectors, and holds a 4.9 rating on G2 versus Fabric's 4.6.

What's the biggest difference between CorralData and Microsoft Fabric?

Who builds the foundation. Fabric gives you the components (pipelines, a lakehouse, a warehouse, notebooks, and Power BI) and your team assembles and maintains them. CorralData covers the full stack in one platform, and our team builds your data models and metric definitions with you during onboarding, so dashboards and AI answers agree from day one.

Does a mid-sized organization need the full scope of Microsoft Fabric?

Often not. Fabric is designed for enterprises with data engineering teams running large-scale pipelines, Spark workloads, and real-time streaming. If your goal is reliable reporting and fast answers across your operational, financial, and marketing systems, CorralData covers that without infrastructure to size, staff, and maintain.

How does pricing compare?

Fabric bills by compute capacity tier, and AI features draw on that same capacity. Below the F64 tier, each person viewing Power BI reports also needs a Pro or Premium Per User license, and storage, backup copies, and data transfer are billed separately. CorralData plans include the data warehouse, unlimited AskCorral AI, unlimited CorralData MCP, and unlimited data processing, with no metering.

Does CorralData work with Microsoft data sources?

Yes. CorralData's 600+ integrations include Microsoft data sources, so Excel, Dynamics, and Azure data can sit alongside your EMR, finance, marketing, and scheduling systems in one governed warehouse. If you already run Redshift, Snowflake, Databricks, or Postgres, CorralData can query it in place.

Is CorralData HIPAA compliant?

Yes. CorralData is HIPAA compliant, with a BAA and SSO on every account. Each customer's data lives in its own isolated, encrypted environment, HIPAA accounts only use AI models covered by a BAA, and PHI columns can be masked from AI. It's widely used by medspas, dental groups, behavioral health, and other healthcare organizations.