The Goal of Effective AI Deployment
Effective AI deployment isn’t about building impressive models — it’s about delivering reliable, scalable, secure intelligence that drives real outcomes. Many AI initiatives fail not because the technology is flawed, but because deployment is treated as an afterthought. As we learned while building Skhokho AI, success comes from aligning AI with business goals, embedding it into existing workflows, and applying DevOps principles like automation, observability, and infrastructure discipline. AI is not the product — the outcome is. The true goal is intelligence that works in the real world.
Read Article