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Confessions of a Sales Leader, Why I Became a Reluctant Data Scientist in the Search for Trusted Sales Analytics

I am Farina, recently appointed Head of Sales at Panintelligence, and like many sales leaders I have spent far too much of my career acting as a pseudo data architect, analyst and occasional data scientist simply to get answers I could trust. That reality is far more common than we admit in sales leadership circles, and it usually […]

Panintelligence

20th February 2026

Data visulization, Embedded Analytics

Dashboards vs Reports: Which Do You Need? Why the Language of Analytics Keeps Letting Organisations Down

One of the most common reasons analytics initiatives underperform is not technology, data quality, or skills, it is language. Organisations routinely ask for dashboards when they actually need reports, and ask for reports when what they really want is the ability to explore and act on data. This creates misaligned expectations, rework for delivery teams, and analytics that fail […]

Charlotte Bailey

6th February 2026

Artificial Intelligence, Embedded Analytics

The Hard Part of Building AI in Real Products

Every software leader is facing the same question right now. How do you move fast enough on AI to remain credible, without moving so fast that you undermine trust in your product. At Panintelligence, that tension has shaped almost every decision we have made over the last year. The Trust vs Speed Trade-Off in AI Product Development Building […]

Charlotte Bailey

30th January 2026

Embedded Analytics, Thought Leadership

Beyond BI and Analytics: Delivering Insight Where Decisions Happen

I have been spending a lot of time recently talking with customers and prospects, and one theme keeps coming up. The market has made the language around data so fragmented that it is actively getting in the way of good decision making. People are told they need a BI tool, an analytics platform, predictive analytics […]

Charlotte Bailey

22nd January 2026

Data visulization, Fintech

What the FCA’s Data First Strategy Really Means for Banks in 2026

A Regulatory Shift Many Banks Are Underestimating The FCA’s Data First Strategy is not an incremental policy adjustment. It is a structural rewrite of how supervision will operate across 2025 and 2026. Many banks still believe they can satisfy regulatory scrutiny using quarterly reporting cycles, manual reconciliations, and spreadsheets. That belief is rapidly becoming untenable. The FCA […]

Charlotte Bailey

16th January 2026

Data visulization, Embedded Analytics

The Rise of Real-Time Supervision: What Firms Should Expect Next

The Era of Slow Reporting Is Ending Most banks still operate as if supervision happens on a timetable. They prepare quarterly reports, respond to periodic FCA requests, and believe they have time to investigate, reconcile, and explain anomalies before a supervisor presses for answers. That mindset is now a liability. The FCA’s Data First Strategy and the broader transformation […]

Charlotte Bailey

6th January 2026

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

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