High-Risk AI Systems: Classification and Conformity

One determination decides whether an organisation faces a substantial compliance programme or almost none: is this system high-risk? This cursus works through that threshold and what lies beyond it. Both classification routes, the Annex III boundaries that actually get argued, and the Article 6(3) derogation with the profiling limit that closes it. Then Articles 8 to 15 read as engineering requirements. Then the route to market: which conformity procedure applies, why most Annex III systems are self-assessed, CE marking, substantial modification, and what continues after launch.