Category: Embedded Analytics

Embedded Analytics

From Regulatory Burden to Growth Advantage: Rethinking Insurance Compliance

Picture this: the FCA and PRA want an auditable portfolio of regulatory reports covering pricing fairness, Consumer Duty outcomes, claims performance, solvency metrics and AI explainability. You have 48 hours. For most insurers, that single scenario is enough to trigger a scramble across underwriting systems, claims platforms, actuarial models and finance. Each system holds part of the truth. Each […]

Charlotte Bailey

24th July 2026

Data visulization, Embedded Analytics

PiPredict: Why Simplicity Wins (and the Myth of the "Magical" Data Model)

As the 2026 FIFA World Cup heads into the final showdown on July 19 at MetLife Stadium, football fans are preparing for a heavyweight battle between Spain and Argentina. Spain swept past France 2-0, while Argentina defeated England 2-1. But behind the scenes in our analytics lab, the real story is about how we tried to build a […]

Persis Duaik

16th July 2026

Data visulization, Embedded Analytics

When More Data Does Not Automatically Mean a Better Prediction

How market value and fixture congestion led us to a more useful V3 confidence layer. 60% Overall accuracy stayed difficult 80% Very high confidence tier accuracy 0 Live World Cup results used in training Key takeaway V3 is not claiming football is suddenly easy to predict. It is saying something more useful: some predictions deserve […]

Persis Duaik

9th July 2026

Embedded Analytics, How to

How to Prepare Your Data for Predictive Analytics

One of the biggest misconceptions about predictive analytics is that the hard part is building the model. By the time you open any machine learning platform, most of the important work should already be done. A good model starts with good data, and that means spending time understanding the business problem before thinking about algorithms. Whether you’re trying to […]

Persis Duaik

30th June 2026

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 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, 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