All articles

What is White Label Reporting for SaaS? White label reporting for SaaS is the integration of a third-party reporting and analytics platform into your...

Read article

What is Embedded Analytics for SaaS? Embedded analytics for SaaS is the integration of customer-facing analytics — dashboards, KPIs, data...

Read article

What ISVs Need from Embedded Analytics ISVs operate under a fundamentally different constraint than direct SaaS companies: they build software that...

Read article

What is Embedded BI? Embedded BI (Embedded Business Intelligence) is the integration of business intelligence capabilities — dashboards, reports,...

Read article

What is Embedded Reporting? Embedded reporting is the integration of reporting and analytics capabilities directly into an existing software...

Read article

Why the build vs buy decision is harder than it looks On the surface, the question seems straightforward. Building gives you control. Buying saves...

Read article

What Is Traditional BI? Definition and Core Architecture Traditional Business Intelligence (BI) refers to the set of tools, processes, and systems...

Read article

LLM integrations don’t have to be piles of JSON strings and “we’ll see what comes back”. In our backend at Toucan, we treat LLMs as typed, observable...

Read article

Everyone is adding "AI" to their analytics product right now. But there's a difference between slapping a chatbot on top of a dashboard and actually...

Read article

Most analytics tools were built for data analysts. And that's kind of the problem. If you're a product manager, a sales director, or an operations...

Read article

LLM systems rarely fail “cleanly.” When you add multiple agents, tools, and tenants, errors become a systems problem, not a single try/catch. This is...

Read article

This article is part of our CPO x AI interview series, where we explore how product leaders across the tech industry are integrating artificial...

Read article

This article is part of our CPO x AI interview series, where we explore how product leaders across the tech industry are integrating artificial...

Read article

We hit a wall with the "one LLM does everything" approach. Here's what we learned and how we rebuilt our AI assistant around a team of specialists...

Read article

Self-service AI analytics has always been the promise. Let users ask questions, get answers, make better decisions — no analyst required. AI chat...

Read article

This article is part of our CPO x AI interview series, where we explore how product leaders across the tech industry are integrating artificial...

Read article

Product teams face a painful reality: users don't want another dashboard to learn. They want answers—fast, in natural language, right where they work.

Read article

When you're building a SaaS product, the embedded analytics question comes up fast. Your customers are asking for dashboards. Your CS team wants...

Read article

TL;DR AI conversational analytics transforms how teams and users interact with data. Instead of building dashboards or writing SQL, users simply ask...

Read article

The AI Feature Paradox Over 60% of enterprise SaaS products now have embedded AI features. Yet here's the uncomfortable truth: most users either...

Read article

Embedded analytics is entering a new era. The dashboards you've been embedding in your SaaS application are about to get a lot smarter, and your end...

Read article

TL;DR AI-powered analytics transforms how SaaS companies deliver insights. Instead of building complex dashboards, users ask questions in plain text...

Read article

How much does ThoughtSpot really cost? This comprehensive guide breaks down ThoughtSpot's pricing plans, hidden fees, and consumption-based...

Read article

If you've been researching Looker pricing, you've probably noticed something frustrating. There's no straightforward answer anywhere. Google's...

Read article

If you've landed on this page, you're probably frustrated. You want a simple answer to "How much does Sisense cost?"—but instead, you've hit walls of...

Read article

This article is part of our CPO x AI interview series, where we explore how product leaders across the tech industry are integrating artificial...

Read article

This article is part of our CPO x AI interview series, where we explore how product leaders across the tech industry are integrating artificial...

Read article

Picture this: a marketing manager needs to know which channel delivered the best ROI yesterday. Instead of waiting for IT to build a report, she logs...

Read article

Did you know that 80% of large businesses claim that Business Intelligence (BI) is key to their strategic decisions? If you’re not using BI yet,...

Read article

At the heart of our mission is a simple but clear goal: to make customer-facing analytics easy to deploy, highly scalable, and a delight to use. We...

Read article