Tag AI Operating Model

Blogs

From AI Use Cases to AI Systems: The Operating Model Shift

Enterprise AI systems enabling scalable AI delivery through agentic engineering and governance

If the first wave of enterprise AI was about proving value, the next wave is about making that value scale. And this is where many organizations are encountering a structural limitation they hadn’t anticipated.Despite strong individual use cases, AI initiatives…

Deepak Basnal
July 31, 2026

Blogs

The Hidden Bottleneck in Enterprise AI: Why Value Isn’t Scaling

Enterprise AI scalability through governed AI delivery, reusable workflows, and industrialized engineering

By Benoit PostAcross engineering, operations, customer experience, and analytics, AI is improving decisions, accelerating workflows, and unlocking new efficiencies. Someone built a copilot that reduced manual effort. Another team automated a decision workflow. A data science group proved that a model could…

Bhupendra Sahu
July 20, 2026