The models are good enough
The models are good enough. What makes AI projects fail today is integration, data quality, and operations. WAI helps mid-sized companies take AI from pilot to production — with systems that keep running after the workshop: properly integrated into existing infrastructure, with orchestration, guardrails, and a solid data layer, operable by your own team. How we work: Assess (where does AI actually pay off in your business?), Build (production-grade implementation), Adapt (operations and continuous improvement with your team). Founded by Ruben Wilpert and Kate Asarar — 15 combined years of production-critical systems and machine learning in the BMW Group ecosystem.