IFS Unleashed 2026: AI moves from answering questions to running operations

IFS used its Unleashed conference in Orlando, held on 12–16 October, to place execution at the centre of its industrial AI strategy. The headline launch was IFS Intelligence, alongside new governance controls and plans for a partner AI marketplace. The pitch: software that does the work, rather than merely suggesting it.

IFS Intelligence connects questions to action

IFS Intelligence brings operational data into a conversational interface. Cowork lets employees question live data and prepare actions for human approval. Loops delegates defined workflows to digital workers, while Runway translates plain-language requirements into software configurations and extensions.

That distinction is important. 

Finding a missing component is useful. Coordinating its replacement across purchasing, inventory, and maintenance is where the operational value lies.

Governance gets its own foundation

IFS also introduced the Industrial AI Harness, the control layer beneath Intelligence. It applies enterprise permissions, approvals, and audit trails to AI activity. Think of it as the factory’s permit-to-work system, extended to digital employees.

The timing is telling. 

The IFS Industrial Index 2026 surveyed more than 2,200 senior decision-makers across 14 countries. Some 43% reported frontline teams had trained and introduced agentic digital workers during the previous year.

The challenge echoes our examination of why enterprise architecture underpins AI governance: automation needs operational context, not just a capable model.

Digital crews and a partner marketplace

Onstage, IFS demonstrated digital workers coordinating multi-step maintenance processes as “digital crews”. Agent Studio and Runway showed how customers could build agents and extensions with less manual development. Agent Studio itself launched in April; this was an evolution, not its debut.

IFS also outlined a marketplace where partners could sell industry-specific AI capabilities. No launch date or revenue-sharing terms were disclosed.

Meanwhile, its previously announced Siemens partnership featured prominently, extending the engineering-to-operations feedback loop. The direction is clear: connect decisions to governed action. Delivering that reliably at scale remains the test.

Warehouse AI and asset intelligence

IFS Softeon launched Fulfillment Flow, bringing context-aware AI to warehouse operations. It aims to help teams understand operational conditions and determine their next steps.

IFS and AVEVA also demonstrated Continuous Asset Decision Intelligence, connecting sensor data with asset-management decisions to recommend interventions and, where appropriate, act autonomously.

Partners get a bigger role

IFS reaffirmed partner ownership of new customer opportunities at businesses with annual revenue below $200 million, while extending resale opportunities to larger accounts where partners have the necessary capabilities. It also targeted €300 million in partner-led annual recurring revenue within two to three years. Its new Value-First delivery methodology aims to shorten implementations and reduce project costs using AI.