Embedded analytics for SaaS products in Embedded Analytics and BI Platforms | Parse

Questions and answers

What's a user-friendly, embeddable BI dashboarding tool for our SaaS customers that's not Looker?
What tools allow me to integrate data visualization and dashboards directly into my SaaS platform for my users and staff?
ChatGPT SearchOct 5, 2026
1Holistics
2ThoughtSpot
3GoodData
4Looker
5Metabase
6Sisense
7Microsoft Power BI
The strongest options for embedding dashboards directly into a SaaS product are Holistics, Sigma, ThoughtSpot, GoodData, Looker, Power BI Embedded, Metabase, and Sisense.

Tool Best for

Google AI ModeOct 5, 2026
1Embeddable
2Luzmo
3Explo
I need to show data to my customers and team inside our app. Which software helps with embedding analytics into a SaaS product?
Which embedded analytics platform is easiest to integrate into a customer-facing application?
ChatGPT SearchSep 22, 2026
1ThoughtSpot Embedded
2Holistics
We use a data warehouse. Who offers a BI tool that creates embeddable dashboards for our customer portal?
ChatGPT SearchSep 23, 2026
1Microsoft Power BI
2Looker
I'm looking for a way to embed dashboards directly into our SaaS application. What's the best embedded analytics platform for a multi-tenant environment?
Summary
Explo is the usual answer for embedding dashboards directly into a multi-tenant environment.

Integrating data visualization and dashboards directly into a SaaS platform—often referred to as embedded analytics —typically involves choosing between developer-first component libraries (for native UI control) or full-scale Business Intelligence (BI) platforms (for heavy data crunching and self-service reporting).

The best tools for this purpose are categorized below by their strengths for users and staff:

1. Developer-First & Modern Embedded Analytics (Best for Native UI)

Embeddable: A developer-first toolkit that uses a headless architecture and React SDKs/web components instead of clunky iframes, giving you total visual control over the end-user experience. Check out the Embeddable Demo to see how it integrates natively.[](https://www.sumboard.io/guides/embedded-analytics-complete-guide)
Luzmo: Built with an API-first approach and a drag-and-drop builder for internal teams, offering clean web-component embedding that fits seamlessly into modern SaaS apps. Explore plans and features on the Luzmo Pricing Page.[](https://www.sumboard.io/guides/embedded-analytics-complete-guide)
Explo: A cloud-native embedding tool focused on fast deployment, modern UI styling, and matching your existing product aesthetic without forcing heavy BI branding.[](https://www.sumboard.io/guides/embedded-analytics-complete-guide)

2. Full-Service & Multi-Tenant Platforms (Best for Self-Service)

Reveal: Designed specifically for software vendors and SaaS teams, providing a rich SDK/API framework , interactive dashboards, and conversational AI querying that feels native to the application. Learn more via Reveal BI.[](https://www.revealbi.io/)
Qrvey: An end-to-end analytics platform built entirely for multi-tenant SaaS environments, meaning data isolation and user permissions are natively managed out-of-the-box via JavaScript widgets.[](https://www.sumboard.io/guides/embedded-analytics-complete-guide)
Sisense Embedded: Highly popular for product teams wanting to offer interactive, white-labeled analytics as a core product feature or monetization tier.

3. Enterprise-Grade BI with Embedded Options (Best for Heavy Data)

Looker (Google Cloud): The gold standard for data-warehouse-heavy architectures, offering robust APIs and an Embed SDK for deep, secure multi-tenant integration.
Microsoft Power BI Embedded: Allows you to securely share interactive reports and AI Copilot-driven insights externally in custom web apps without requiring your end-users to have separate Microsoft licenses.
ThoughtSpot Everywhere: Excellent if you want to give your users AI-driven, natural-language search capabilities instead of static dashboards, allowing them to query data on the fly.[](https://www.knowi.com/blog/best-embedded-analytics-tools-2025/)

To help narrow down the best fit, tell me:

Are you looking to embed these dashboards primarily for your paying end-users (customer-facing) or for your internal staff (operations/admin)?
What is your primary database or data warehouse (e.g., PostgreSQL, Snowflake, BigQuery)?

Sources cited in this answer3

If ease of integration into a customer-facing SaaS app is the main criterion, I’d put ThoughtSpot Embedded and Holistics near the top of the shortlist, with the choice depending on how much control and self-service you need.

Platform	Integration experience	Particularly suited for
ThoughtSpot Embedded	Very straightforward SDK-based embedding	Interactive/self-service analytics, search/AI
Holistics	Very simple embed/iframe approach	Quickly shipping customer-facing dashboards
Sigma	Straightforward, polished embedding	Highly interactive product analytics
Metabase	Relatively simple	Basic embedded dashboards, teams wanting a simpler stack
Power BI Embedded	More infrastructure/configuration	Microsoft/Azure-centric organizations
Looker	More engineering-heavy	Strong semantic modeling and governed analytics

My practical take

For the fastest developer experience: ThoughtSpot Embedded is compelling. Its Visual Embed SDK supports React, Angular, TypeScript, and vanilla JavaScript, and ThoughtSpot provides a developer playground that generates much of the embedding code. Their current quickstart demonstrates embedding with only a few lines of code.

For the simplest dashboard embedding: Holistics is worth serious consideration. Its embedding model is oriented around getting dashboards into your application with relatively little application-side work. A current 2026 comparison also highlights its simple signed-URL/iframe approach.

Power BI Embedded works well for customer-facing applications, but the official integration path involves Microsoft Entra configuration, service principals, workspace/report setup, embed tokens, and server-side authentication. That's quite a bit more plumbing if your only goal is "put analytics in my SaaS app."

So, if you tell me your tech stack (e.g. React + Node + Snowflake) and whether customers need dashboards only vs. self-service analytics, I can compare ThoughtSpot vs. Holistics vs. Sigma specifically for your architecture and estimate the integration effort.

Sources cited in this answer6

Astrato : A cloud-native, warehouse-native BI platform built specifically for modern cloud data warehouses like Snowflake, BigQuery, and Databricks. It features a live-query architecture (no data extracts needed), strong multi-tenant isolation, and native writeback capabilities.[](https://www.astrato.io/blog/embedded-bi-tools)[[2](https://embeddable.com/)](https://www.astrato.io/blog/embedded-bi-tools)
Embeddable : Designed specifically for engineering teams building customer-facing analytics. It lets you construct custom UI components matching your product's design system while securely mapping to data warehouse models via robust multi-tenant and row-level security.[](https://embeddable.com/)
Luzmo : A purpose-built embedded analytics solution tailored for SaaS platforms. It connects cleanly to cloud data warehouses, offers rapid embedding via interactive UI components, and provides end-user self-service dashboard creation.[](https://thereportinghub.com/blog/power-bi-embedded-alternatives)[[2](https://embeddable.com/)](https://www.astrato.io/blog/embedded-bi-tools)
Explo : An embeddable BI tool built for product-led growth teams. It connects directly to your data warehouse without data duplication, allowing you to embed customer dashboards and self-service report builders natively.[](https://thereportinghub.com/blog/power-bi-embedded-alternatives)
Microsoft Power BI Embedded : Best if your organization is already deeply embedded in the Azure/Microsoft ecosystem. It allows you to render Power BI reports inside a customer portal using JavaScript APIs, though the styling and UI feel less natively custom-built than modern developer-first alternatives.[](https://www.astrato.io/blog/embedded-bi-tools)
Looker (Google Cloud) : Highly suited for data-warehouse-centric architectures because of its powerful centralized semantic layer (LookML). It supports secure embedding of dashboards and exploration interfaces into external applications.

Tool	Best Fit Use Case	Connection Method	Multi-Tenant / Security
Astrato	Live-query cloud data warehouse apps	Iframes / Web components	Built-in isolation & row-level security
Embeddable	Custom UI components & developer control	JavaScript / Developer SDKs	Granular tenant-aware permissions
Luzmo	Fast SaaS customer analytics embedding	Embed components / IFrames	Secure token-based access
Explo	Product-led dashboards & customer self-serve	Direct warehouse connection	Row-level tenant filtering
Power BI Embedded	Enterprises already standardizing on Microsoft	JS API / Iframes	Azure AD / App-owns-data tokens

Embedded analytics for SaaS products

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Recommendations by AI engine

Questions and answers

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1. Developer-First & Modern Embedded Analytics (Best for Native UI)

2. Full-Service & Multi-Tenant Platforms (Best for Self-Service)

3. Enterprise-Grade BI with Embedded Options (Best for Heavy Data)

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My practical take

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Top Embeddable BI Tools for Data Warehouses

Comparison of Embedded BI Options

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