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Embedded Analytics

Embedded analytics bridges the gap between raw data and actionable insights, ensuring every team member, regardless of technical expertise, can make informed decisions quickly. Learn why embedded analytics is important for your use case and best practices for implementing it.

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AI Analytics
Data Architecture
Databases
BI/Analytics Solutions
Tool Comparisons
Mastering Analytics
Embedded Analytics
Knowi Updates
Product Features

How to Embed MongoDB Dashboards in Your App

This tutorial covers embedding MongoDB Charts dashboards into your web application, providing interactive data visualizations for your users.

February 20, 2026

Free vs Paid Embedded Analytics: When “Free” Embedded Analytics Becomes Expensive

When free tools exist, what’s the real cost of “free” embedded analytics and when does paying make sense? TL;DR Free Metabase costs $18,000-$48,000/year in hidden

February 19, 2026

MongoDB Charts vs Metabase vs Knowi: Which Is Best for Embedded Analytics?

Compare MongoDB Charts, Metabase, and Knowi for embedded analytics. Learn which tool works best for customer-facing SaaS dashboards.

February 18, 2026

Elasticsearch Embedded Analytics for SaaS: Kibana vs Dedicated Solutions

Compare Kibana iframe embedding vs dedicated embedded analytics solutions for SaaS. See real differences in multi-tenancy, white-labeling and implementation

February 13, 2026

Why Kibana Isn’t Built for Customer-Facing Dashboards | Embedding Limitations Explained

Kibana was built for internal teams, not SaaS. See how its iframe embedding, authentication, and multi-tenancy limits make it a poor fit for embedded analytics.

February 11, 2026

Building Embedded Analytics on Elasticsearch Without Code | No SDK Required

Skip the custom development. Learn how to embed Elasticsearch dashboards in your React, Vue, or JavaScript app without building infrastructure from scratch.

February 9, 2026

How to Build Multi-Tenant Embedded Analytics with Database-Per-Tenant Architecture: A Complete Tutorial

Learn how to serve multiple customers with a single dashboard template using dynamic database routing. Step-by-step guide with database-per-tenant architecture.

February 6, 2026

AI-Powered Embedded Analytics: Why Chat is not AI Analytics

Learn why chat is not AI-powered analytics, where AI breaks in embedded products, and what real AI-powered embedded analytics requires.

January 22, 2026

SSO vs Secure URL Embedding: Security Tradeoffs Explained

SSO vs Secure URL Embedding: Embedded Analytics Security Tradeoffs Explained

Embedded Analytics – SSO vs Secure URL embedding explained. Learn the real security tradeoffs, failure modes, and how SaaS teams should choose the right model.

January 22, 2026

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