Numeric launches Financial Data Platform to replace ERPs

Numeric has launched a Financial Data Platform for companies with complex accounting, positioning it as a replacement for conventional enterprise resource planning systems.

The platform uses a different accounting data structure from a traditional general ledger. It stores each business event as a full record with its original source document and metadata, treating debits and credits as one output of that record rather than the primary record itself.

That approach directly challenges long-established ERP and accounting software models, which typically centre on journal entries and a limited set of fields. Numeric argues that this older structure was built to produce compliant financial statements but strips away much of the transaction context finance teams now need for reporting, automation and software agents.

Parker Gilbert, Chief Executive Officer of Numeric, said current attempts to apply artificial intelligence to ERP systems do not go far enough.

"I view 'AI-native ERPs' largely as inheriting the prior generation of infrastructure, but with AI features bolted on. Same house, new paint," said Parker Gilbert, Chief Executive Officer of Numeric.

He said finance systems should be rebuilt around operational data rather than traditional ledgers.

"We think a bigger rethink is required. You should instead have one platform for all of finance that starts by reflecting the way the business transacts, enables teams to transform their data, and automates the creation of accounting records," Gilbert said.

System design

Numeric described the product as closer to a data warehouse with embedded accounting logic than a standard ERP. In practice, it pulls information from operating systems used across a business and converts it into accounting records, instead of asking finance teams to reconstruct business activity from compressed ledger entries.

The company says this lets accountants create rules once and then review exceptions rather than post the same entries every reporting period. It also says the extra context should make transaction-level analysis easier without moving data into a separate financial planning and analysis stack.

Examples include examining the software and hardware cost tied to hiring an additional engineer, analysing revenue by customer and product line across regions, and projecting departmental costs after a reorganisation. The product is also aimed at what Numeric calls finance engineers, or accountants who build systems that carry out accounting processes.

Deployment model

Replacing an ERP system is often one of the most disruptive technology projects inside a finance function, particularly for larger companies with established processes. Numeric says its platform can be introduced module by module rather than through a full switch in a single project.

For companies already using Numeric alongside NetSuite, the supplier said they could start by using the new system for more difficult accounting tasks while continuing to post back into their existing ERP. That would allow a phased transition before a full replacement, if customers choose to make one.

The launch also reflects a wider push by software providers to recast finance systems around artificial intelligence and automation. Many accounting and ERP groups have added generative AI tools for search, reporting and workflow assistance, but Numeric argues that the underlying data model matters more than interface-level features.

A customer cited by the company said the system changes how accounting work is organised.

"Numeric is an operating engine. It's not a legacy ERP system, it's not accounting software; it takes data from every operating platform your business uses and turns it into day-to-day accounting that's flexible and easy to configure, by any accountant," said Asia McKnight, Controller of Built.

Numeric says the intended outcome for finance teams is a monthly close measured in hours rather than weeks, with predefined rules and automated processes handling more routine work. It also says the richer transaction data gives software agents and other automated tools more information to work with than standard journal-based systems provide.

The company's argument rests on the idea that accounting architecture has changed little despite successive waves of software modernisation. By targeting the ledger itself rather than adding tools around it, Numeric is trying to move from close management and order-to-cash software into the more competitive market for core finance systems.