Category: Data visulization

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

Data and security, Data visulization

How to Turn Compliance Data Into Commercial Insight

If you are treating compliance data as something you tidy up for the regulator rather than something you exploit for competitive advantage, you are already losing ground to firms who are not. Your organisation is generating insights that most businesses pay consultants to uncover, yet you are ignoring them because you believe they belong to […]

Charlotte Bailey

18th December 2025

Data visulization, Fintech

A Five Step Blueprint for Becoming FCA Evidence Ready by 2026

If you are waiting for the FCA to tell you that your evidence is not good enough, you are already too late. The regulator has been unequivocal in its Strategy 2025 to 2030. It expects firms to demonstrate outcomes with accuracy, traceability, and consistency. Evidence is no longer a supporting asset. It is the basis on which […]

Charlotte Bailey

11th December 2025

Artificial Intelligence, Data visulization

GPT-5’s ‘Chart Crime’ Shows Why Dashboards Need More Than AI

When OpenAI launched GPT-5, it should have been a milestone in AI innovation. Instead, within a day, users were asking for the old GPT-4o back. The “real-time router”, a feature designed to decide when the AI should think deeply versus respond quickly, often made the wrong call. The result was a model that felt less […]

Charlotte Bailey

11th August 2025

Data and security, Data visulization

SaaS Buyer Expectations Have Changed. Has Your Product Caught Up?

There has been a quiet shift in the SaaS market over the past couple of years. It did not come with big headlines, but it is fundamentally reshaping how products are bought, sold, and retained. SaaS buyers today expect more than features. They want outcomes. They expect insight, not just data. And increasingly, they expect […]

Charlotte Bailey

6th August 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

Data and security, Data visulization

EUDR Is Coming: Why Retailers, Manufacturers - and Any ESG-Reporting Business - Should Act Now

Strategic conversations with customers are always valuable for understanding what’s truly front of mind – and one issue increasingly coming into focus is the EU Deforestation Regulation (EUDR), a significant development poised to affect a wide range of organisations, particularly retailers and manufacturers. If you're in the business of making or selling physical goods - […]

Charlotte Bailey

6th August 2025

Data visulization

Moving from Reporting to Predicting: Unlocking the Full Value of Your Data

The Problem: Reporting Tells You What Happened - But Not What’s Coming For many SMEs, reporting remains a static, backward-looking process. Weekly or monthly performance summaries are pulled from spreadsheets, operational dashboards provide snapshots of what’s already occurred, and leadership teams are left piecing together trends after the fact. While this reactive approach may have […]

Panintelligence

10th July 2025