Home Case Studies From Fragmented AI Experiments to a Scalable Enterprise Agentic AI Roadmap

From Fragmented AI Experiments to a Scalable Enterprise Agentic AI Roadmap

A global leader in industrial manufacturing

We then designed the target architecture and transition roadmap, and moved into delivery alongside the client’s team, building the next generation of agentic systems on a scalable foundation that cut cost and reduced latency.

Meet our client

Client:

A global leader in industrial manufacturing

Industry:

Telecoms & Media

Market:

USA

Technology:

Advisory

Client’s Challenge

A global leader in industrial manufacturing aimed to stay ahead by integrating autonomous AI agents into its operations. The client had a strong engineering team, but limited experience with agentic systems and without established architectural standards was unable to confidently judge whether their design decisions would scale.

Our Solution

We began with an advisory phase — auditing the existing solution, running three workshops for 100+ employees, and introducing an observability platform. We then designed the target architecture and transition roadmap, and moved into delivery alongside the client’s team, building the next generation of agentic systems on a scalable foundation that cut cost and reduced latency.

Client’s Benefits

The client achieved a clear strategic path for agentic AI development, effectively bridging the gap between initial innovation and enterprise-scale deployment. The organisation has established a standardised development framework for agentic solutions, paving the way for the delivery and implementation of next-generation AI agents. 

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