The EU AI Act does not place every AI-enabled product into the same risk category. It does, however, make vague answers about the use of AI increasingly difficult to carry through an enterprise procurement process.

Since 2 August 2026, the European Commission's AI Office and the national authorities have enforced the general provisions of the Act, including the transparency requirements of Article 50. The Digital Omnibus on AI, Regulation (EU) 2026/1744, in force since 27 July 2026, fixed the remaining dates: 2 December 2027 for stand-alone high-risk systems listed in Annex III, and 2 August 2028 for AI embedded in products regulated under Annex I.

Classification comes before the sales claim

“AI-powered” is a marketing description, not a regulatory classification. A supplier should be able to explain the system’s intended purpose, where AI is used, whether another general-purpose model is embedded and which party acts as provider or deployer in the customer’s use case.

Those answers determine which questions matter next. They also affect whether the customer can complete its own internal assessment.

Evidence the buyer can use

Enterprise buyers may need information about system behaviour, data and model dependencies, human oversight, logging, transparency and change control. The relevant set depends on the system and its intended use. A large policy document that never answers the buyer’s actual role is not a substitute for usable evidence.

The supplier’s commercial and technical teams should therefore agree what can be stated, what documentation can be shared and which questions require specialist escalation before outreach begins.

Procurement readiness is market readiness

For an established local vendor, the buyer may already understand the organisation and its support model. A new foreign supplier has to establish that context as well as the product case. Clear responsibility, restrained claims and accessible documentation reduce avoidable uncertainty in the buying process.

The objective is not to turn the first conversation into a legal seminar. It is to ensure the proposition can withstand the questions that follow.