Category: Data visulization

Data visulization, Embedded Analytics, RetailTech

Retail Intelligence: How to Reduce Stockouts, Markdowns and Missed Revenue

Retail organisations are not short of data. Stores, ecommerce platforms, loyalty programmes, supply chains, customer service tools and warehouse systems generate huge volumes of information every day. Yet many retailers still struggle to make fast, confident decisions when it matters most. A product starts underperforming. A promotion misses its window. Stock sits in the wrong […]

Charlotte Bailey

25th June 2026

Data and security, Data visulization

Some of These Predictions Will Be Wrong. That’s the Point.

By Reece Bentham Finance, aspiring accountant, Yorkshireman through and through I should probably start with a confession. Some of these predictions will be wrong. There. I’ve said it before anyone screenshots the bracket and waits patiently for football to make fools of us all. As a finance person, I am used to forecasts being challenged. As a Spurs fan, […]

Reece Bentham

19th June 2026

Data and security, Data visulization

From Model to Matchday: Building and Embedding Our World Cup Dashboards

By Persis Duaik, Presales Consultant at Panintelligence and the Brazilian half of our World Cup prediction team In the previous blog, I explained how we prepared more than 49,000 historical international football results for analysis, turning raw facts into model-ready variables: form difference, attack and defence ratings, and tournament importance. We even built the Panintelligence Team Strength Index (PI-TSI) to give us a clean, […]

Persis Duaik

15th June 2026

Data visulization, Embedded Analytics

Can You Really Predict Football? How We Prepared the World Cup Data

By Persis Duaik, Presales Consultant at Panintelligence and the Brazilian half of our World Cup prediction team In our first blog, Reece introduced our slightly ambitious plan to use PiPredict and Panintelligence to analyse the 2026 World Cup. Reece brings the finance brain, Yorkshire realism and the emotional resilience that comes from supporting Tottenham Hotspur. I bring the technical build, a presales […]

Persis Duaik

11th June 2026

Data visulization, Embedded Analytics

When Football Meets Forecasting: PiPredict Takes on the World Cup

There are some things in life that should never be left entirely to guesswork. Cashflow. Forecasting. Month-end. Whether someone has “just one quick finance question” that definitely will not be quick. And, most importantly, whether England are finally going to bring football home. As a 27-year-old aspiring accountant, Tottenham Hotspur fan and proud Yorkshireman, I like to […]

Reece Bentham

9th June 2026

Data visulization, Embedded Analytics

Why Better Product Decisions Start With Data Coherence, Not More Dashboards

Making data-driven product decisions sounds straightforward in theory. In practice, it is one of the most structurally broken processes inside scaling organisations. You have dashboards. You have reports. You have a BI tool, a CRM, a data warehouse, and a growing stack of SaaS platforms generating signals by the minute. And yet, when it matters […]

Charlotte Bailey

5th June 2026

Data visulization, SaaS

Why AI Doesn’t Replace Dashboards - It Makes Them More Valuable

The assumption that is quietly creating risk If you step back from the current narrative around AI, and instead look at what is actually happening inside organisations that are trying to move beyond experimentation and into real, production-level use of AI, a very different picture begins to emerge, one that is far less about replacement and far more about […]

Charlotte Bailey

15th May 2026

Data visulization

We Already Have a BI Tool… So Why Does This Still Feel So Hard?

For many organisations, investing in a BI tool feels like it should solve the reporting challenge. This is a conversation I find myself having regularly. “We’ve already got a BI platform. If we need more reports, we can bring in a consultant.” And increasingly, I also hear: “We’ve got a data analyst internally who can build […]

Charlotte Bailey

24th April 2026

Data visulization, Embedded Analytics

Automating Regulatory Reporting Without Losing Control

There is a quiet tension sitting at the heart of every financial services organisation right now. On one side, regulatory pressure continues to increase. Reporting requirements are becoming more frequent, more granular, and far less forgiving. On the other, the expectation from the business is speed, efficiency, and automation. And somewhere in the middle sits a […]

Charlotte Bailey

17th April 2026