Enterprise AI Adoption — Evidence-Building Workflow

Enterprise AI Adoption — Evidence-Building Workflow A workflow diagram generated by Archify. 01 / Enterprise Leadership + Owners 02 / Client + ECV Delivery 03 / Business + Use-Case Team 04 / Evidence + Independent Challenge Orient + bound Prove + build Activate + operate + learn Evidence qualification · Proceed / Refine / Hold / Stop Priority · owner + outcome · Enterprise Leadership + Owners › Orient + bound Priority owner + outcome Assess · current state · Client + ECV Delivery › Orient + bound · ECV ORIENTATION Assess current state ECV ORIENTATION Prove · risk assumptions · Business + Use-Case Team › Prove + build · BOUNDED Prove risk assumptions BOUNDED Evidence Gate · P · R · H · S · Evidence + Independent Challenge › Evidence qualification · Proceed / Refine / Hold / Stop › Prove + build · EXPLICIT Evidence Gate P · R · H · S EXPLICIT Build · capability + control · Client + ECV Delivery › Prove + build Build capability + control Activate · controlled use · Business + Use-Case Team › Activate + operate + learn Activate controlled use Operate · outcome + recovery · Client + ECV Delivery › Activate + operate + learn Operate outcome + recovery Expand · qualify reuse · Enterprise Leadership + Owners › Activate + operate + learn Expand qualify reuse Learn · reassess · retire · Evidence + Independent Challenge › Evidence qualification · Proceed / Refine / Hold / Stop › Activate + operate + learn Learn reassess · retire proceed qualify reuse live evidence