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I help companies turn transformation and innovation into measurable growth.

Blending people, process and technology to drive revenue, operational excellence and meaningful business outcomes across industries and geographies. My work focuses on building innovative AI- and data-driven capabilities, modern cloud foundations and sovereign-by-design strategies that keep organisations fast, compliant and in control. With a strong track record in advisory, strategy, management and applied AI, I partner with leaders to translate ambition into scalable solutions, trusted operations and lasting competitive advantage.

Scaling AI too quickly can amplify hidden inefficiencies, turning small problems into major bottlenecks. Preventing technical debt requires a careful balance between innovation speed and sustainable system design.

Here’s how to approach it without compromising software quality or disrupting development processes.