With Spend Visibility, Prudential Financial is Ready for AI

As artificial intelligence reshapes the future of procurement, one truth remains unchanged: clean, structured data is the bedrock of transformation. 

As AI is rapidly deployed across enterprises, the importance of organised, high-quality data has never been greater. Without it, even the most advanced algorithms falter, making data integrity not just a technical necessity, but a strategic imperative.

“AI models are only as powerful as the data they’re built on,” says Mitch Couper, VP of Data & Analytics at SpendHQ. “Without high-quality data, many of the capabilities that drive meaningful outcomes simply can’t be deployed effectively.”

Unlocking transformation with spend visibility

Prudential Financial recognised that unlocking large-scale transformation required control over its spend data. For years, the company relied on quarterly Excel reports compiled by a small analytics-focused team, limiting visibility and agility. 

Its implementation with SpendHQ marked a turning point, showcasing how the right data infrastructure can power enterprise-wide change. 

Analysis was "relatively limited” and mainly examined “US-based spend on a quarterly basis," Rausey Mason, Data Analysis & Strategy Lead at SpendHQ, explains.

“It lacked the ability to look across time periods and certainly didn't have the global visibility they now have.”

From fragmented reports to global visibility

Prudential partnered with SpendHQ in autumn 2024 – and the pace of change was truly remarkable.

"By Christmas, we'd cleansed, classified and loaded almost five years worth of spend data from the US and Japan,” continues Rausey.

Soon after, SpendHQ had incorporated the rest of the world, consolidating almost US$40bn worth of spend data and turning 600,000 “uncleaned vendors” into “cleansed vendors”. 

Today, 99% of Prudential's spend is categorised. SpendHQ supports 150 active users who are “leveraging spend data to drive strategies and make decisions”.

Rausey notes that the global nature of Prudential’s global business added another layer of complexity.

“Classifying spend from all corners of the world is challenging, especially when we're looking at data in several different languages,” he says. 

"It's pretty easy with US spend, but with Japan or Brazil, it takes the right use of our AI and machine learning capabilities. Understanding unique vendors across a global spend base is fundamental to procurement and we’ve designed our tools for just that.”

Harnessing AI-powered insights

With clean, centralised data in place, Prudential is primed to harness AI-driven insights and accelerate smarter, faster decision-making across procurement.

It now has the ability to integrate AI agents that can access spend data, contracts and meeting notes to build sourcing strategies in seconds rather than weeks. 

SpendHQ recently partnered with Sligo AI to develop these procurement agents, providing procurement teams with the building blocks of agentic AI in action.

"Think about having spend data, contracts and meeting notes with vendors in places that an agent could access,” concludes Mitch.

“It's giving teams the tools to build category strategies, build sourcing strategies, carry out negotiations and start projects, without necessarily having to go into documents and build everything themselves."

This sums up what procurement is becoming: intelligent, automated and profoundly strategic.