
Building your data foundation: why entity resolution must come before AI in procurement
Most procurement data isn’t broken—it’s fragmented. Discover how entity resolution unites your supplier data, removes hidden costs, and makes AI actually work.
Collecting together articles, comment and resources from Previse about Payments, Supply Chain Finance and SMEs.


Most procurement data isn’t broken—it’s fragmented. Discover how entity resolution unites your supplier data, removes hidden costs, and makes AI actually work.

When one supplier appears 20+ times across your systems, it’s not just messy data – it’s lost negotiating power, invisible overpayments, and procurement chaos. Before you can deploy AI in procurement, you need to fix this foundation.

For years, your AP team has been processing invoices and keeping suppliers happy: important work, but hardly strategic. But in 2025, the rules have changed.

Every CFO has asked the question: Where exactly is our money going? And across industries, from logistics and healthcare to manufacturing and insurance, the answer is often unclear.

Explore how Previse evaluates leading GenAI platforms to build AI-native infrastructure for finance. Learn why model flexibility matters, how platform choice impacts performance, and what it takes to future-proof intelligent procure-to-pay and payment workflows.

True P2P transformation takes more than AI agents. Discover why data quality, orchestration, and platform design are critical to scaling intelligent procurement and finance operations — and how to move beyond siloed automation towards cohesive, enterprise-grade workflows.

Finance, procurement, and treasury teams are sitting on mountains of data—but large language models (LLMs) now make it possible to unlock insights at scale. We explain how batch LLM inference can drive efficiency, improve compliance, and optimise supplier relationships—plus how OpenAI and Amazon Bedrock stack up for enterprise use.

By connecting and integrating the vast flows of B2B data, Previse is proud to announce two new tools that enable next-generation payments.

Mining your accounts payable data pinpoints opportunities to extend payment terms using cards.

Optimize working capital and cashflow by leveraging a card program to virtually extend terms and generate rebates.

Global suppliers face cash flow hurdles with delayed payments, while buyers grapple with inefficient processes. A data-driven strategy accelerates B2B payments, enhancing working capital for mutual benefit.

Bringing significant benefits to Buyers and Suppliers through Virtual Cards

Slow supplier payments are a major problem for UK SMEs operating in the retail sector where retailers take 41 days to pay their suppliers.

Many of the most progressive businesses are enthusiastic about putting an end to slow supplier payments.

A discussion with Rebecca Nilsson (Oracle Startup Ecosystem) on how we are changing the world of B2B commerce.

Sears, once America’s most iconic retailer, has filed for Chapter 11 bankruptcy.