Category: Embedded Analytics

Data visulization, Embedded Analytics

Why Most Affordability Models Fail Explainability Standards

Most lenders believe their affordability models are compliant. They are not. If you cannot explain how your model makes a decision within seconds, you are already misaligned with FCA expectations. The FCA’s Data First Strategy at makes one point painfully clear. Black box decisioning is no longer tolerated in UK financial services. Yet most firms continue […]

Charlotte Bailey

23rd December 2025

Embedded Analytics, SaaS

Spreadsheet Based Compliance Is Dead: What High Performing Firms Are Doing Instead

If spreadsheets still sit at the heart of your compliance process, you already know your controls are not fit for purpose. The question is why you continue to trust tools that cannot provide the evidence your regulator now demands. Many firms still rely heavily on spreadsheets because they are familiar, flexible, and close at hand. But […]

Charlotte Bailey

28th November 2025

Data and security, Data visulization, Embedded Analytics

“Just Give Me the Data”: The Shift from Reports to Real Time in Client Conversations

I hear it more often than ever these days. A client picks up the phone or fires off an email and says, “Can you just give me the data?” No fluff. No formatting. No neatly curated PDF. They want to see it themselves, and they want to see it now. That sentence has become a […]

Charlotte Bailey

6th August 2025

Data and security, Data visulization, Embedded Analytics

Is Your BI Strategy Still Fit for Purpose in a Real-Time World?

There’s a question I find myself asking more and more in conversations with product owners, finance leads, and SaaS founders: Is your BI strategy genuinely built for the world you're operating in now? Or is it still serving the one you were in five years ago? It’s easy to assume that because you’re generating reports […]

Charlotte Bailey

6th August 2025

Embedded Analytics, SaaS, Thought Leadership

The Future of Embedded BI: What SaaS Leaders Need to Know

As the pace of SaaS innovation accelerates, so too does the expectation that data should not only be available – it should be embedded, intelligent, and actionable. Traditional reporting isn’t enough. Customers want insight in context, and they want it now. Embedded Business Intelligence (BI) is no longer a value-add. It’s a core part of […]

Panintelligence

10th July 2025

Data visulization, Embedded Analytics

We Had Dashboards. We Just Weren’t Looking at the Right Things.

Let’s get one thing out of the way — we had dashboards. Lots of them. They looked decent. They worked… kind of. But they weren’t telling us the things we actually needed to know. As we added more tools — GitLab, AWS, JetBrains, Qase, Zendesk — our data sources multiplied, but our visibility didn’t. Each […]

Panintelligence

12th June 2025

Data visulization, Embedded Analytics

We Asked ChatGPT to Build a Dashboard. Here’s What Happened…

It definitely understood the assignment. Kind of. In the name of research (and mild mischief), we decided to run an experiment: ask ChatGPT to design a business dashboard. After all, AI is everywhere. It writes code, summarises documents, and occasionally insists the capital of France is Brussels. So we asked ourselves: What would happen if […]

Panintelligence

12th June 2025

Embedded Analytics

Embedded analytics vs. business intelligence: What's the difference?

Embedded analytics vs business intelligence: We describe the main differences so you can choose the best option for your organization.

Zandra Moore

19th August 2024

Embedded Analytics

Build vs buy: where should you focus your development efforts?

Businesses will face the same dilemma when making decisions about technology investments, do we buy or build? We outline some common concerns that arise during the buy vs. build debate and how to overcome them.

Ken Miller

16th August 2024