AI is rapidly moving from experimentation to real business impact, but many organisations are still working out how to apply it effectively. At our recent Enterprise AI Application Workshop, we explored practical strategies, real case studies, and emerging trends shaping adoption, with insights from Angela Hunter, Chief Customer and Revenue Officer at Voyager Internet, Callum Galloway, Chief Sales and Marketing Officer at iT360, and Dave Wilson, Chief Executive Officer at iT360.

The main insight is simple. AI creates value by saving time and improving productivity. While most businesses are not formally measuring ROI, many are already doing more with fewer resources. The biggest barrier is no longer technology, but people, especially training, mindset, and willingness to experiment.

Organisations seeing results are taking a structured approach. Regular AI exploration sessions and internal recognition of successful use cases are helping teams test ideas and scale what works. Leadership involvement is key to maintaining momentum.

A major trend discussed was agentic AI, where systems can independently complete tasks across workflows. This enables more automated and asynchronous ways of working, allowing employees to focus on higher value activities.

Real examples showed significant gains, from reducing document processing from weeks to minutes, to cutting order handling from ten minutes to seconds.

AI is not about replacing people, but enabling them to work smarter, remove repetitive tasks, and unlock new opportunities for growth.