IFS’s AI bookings follow the operational data it already holds

On 22 October the industrial software company IFS said its annual recurring revenue (ARR) had passed €1.3bn (£1.1bn) at the end of the third quarter, up 24% year on year. The same press release carried a sharper number: new bookings for its Industrial AI products in the first nine months of 2026 were already more than three times those for the whole of 2025, with a quarter still to go.

IFS is privately held. EQT and Hg are co-control shareholders and TA Associates a minority investor, according to EQT’s announcement of a minority stake sale in April 2025 that valued the company at more than €15bn. At that point EQT said IFS had recently passed €1bn in ARR. The latest figures are the company’s own, issued in a trading update rather than published accounts. Recurring revenue made up 85% of the total, IFS says, against 82% at the same point in 2025 and 83% for that full year.

The customers IFS names for the quarter give the update its shape. Tesco, LATAM Airlines, Yeo Valley, Mitsubishi Electric and Eight Group selected IFS Industrial AI in Q3 for asset lifecycle management, field service, aviation maintenance and manufacturing, the company says. Each of those uses depends on records of physical assets, engineers’ jobs and production runs, the data an operational system holds.

The figures are IFS’s evidence for a specific argument about where business AI budgets are going: that customers are paying for AI that sits inside the software running their equipment, safety rules and live jobs, and that the vendor already holding that operational data is the one collecting. IFS makes that case, and so does the analyst it quotes.

The case for AI inside operations

Mark Moffat, chief executive of IFS, frames the demand in terms of risk. “Our customers want AI that understands their equipment, their safety rules and how the work actually gets done, and AI that can act on a live job without putting anything at risk,” he said. “That is what we have spent decades building, and it is why our AI bookings have tripled in just nine months.”

Eric Newmark, group vice-president at the analyst firm IDC, went further in the same release. “Building an AI agent is easy. Turning it into a digital worker you can trust in an industrial production environment is the hard part,” he said. Buyers, in his account, “want AI that acts on real operational data, while securely staying within the controls that their business sets”, and vendors “with deep industry specialization are best suited to meet that demand”. His comments appear in IFS’s own announcement, which also carries his view that the company’s focus on asset-intensive industries “positions them well”.

The product built for that pitch is IFS Intelligence, launched at the company’s event in Orlando in October. IFS says it lets people ask questions, act and delegate workflows to digital workers “within the rules and permissions set by their business”, supported by a control layer it calls the Industrial AI Harness. Ryan Courson, chief financial officer, described the shift in buying behind the numbers: “Customers are moving beyond testing AI and buying our Industrial AI at scale.”

Three times an undisclosed number

IFS has not published what its Industrial AI bookings were in 2025, in money or in contracts, so “more than three times” measures growth from a base nobody outside the company can see. Its trading update in October 2025 and its full-year release in January 2026 gave ARR growth of 22% and 23% respectively, but neither put a figure on AI bookings. Nor does the latest release say how much of the €1.3bn of ARR now comes from AI products.

More than 100 customers signed up during the third quarter to pilot IFS Intelligence and its digital workers ahead of its launch, according to the release. A pilot is a trial, and the release itself describes the shift it reports as customers moving Industrial AI “out of pilots and into daily operations”. The 100 sign-ups sit on the near side of that line. Newmark’s own wording carries the same caveat: industrial organizations have “moved past AI pilots toward operational deployment, but remain laser focused on ensuring it can be trusted in live operations”.

ARR growth has risen by two percentage points, from 22% for the first nine months of 2025 to 24% now, over the same period in which IFS says its AI bookings more than tripled.

Where the advantage now sits

For software buyers beyond heavy industry, IFS’s argument, backed by Newmark, is that the AI worth paying for acts on live operational records under controls a business already runs, and that the vendor holding those records and controls starts ahead. A general-purpose AI tool bought separately has to be given access to that data and those permissions; the operational vendor already has both.

IFS’s update does not prove the case, because its central number has no published base and its pilots have yet to become deployments. What it does change is the terms of competition for operational AI: the vendor that already runs a company’s equipment records and permissions now arrives at an AI deal with the data in hand, and stand-alone AI suppliers have to argue their way past it. How large that advantage is will stay on the company’s word until IFS puts a figure on its AI book.