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Becoming a Frontier Firm with AI

Mark Rotheram - CTO, BCN

2 min read

Becoming a Frontier Firm with AI

Most AI initiatives fail for the same reason: they start with the technology. In this video, we explain BCN’s outcome‑first AI approach, used throughout our Pathfinder methodology.

Rather than asking “How do we use AI?” we start with the questions that actually move the needle: What outcomes matter to the business? Where is work breaking down today? What’s holding teams back from performing at their best? Pathfinder is built around understanding the real problems first, not models, not tools, not hype. Only once outcomes are clear do we redesign the work itself, often ignoring the existing process entirely and starting again from the result we want to achieve. We also explain why we focus on agents, not chatbots. Generic chat interfaces rarely deliver meaningful value.

Targeted, outcome‑driven capabilities, delivered at the right moment in the workflow, are where real impact happens. Finally, we cover why obsessive measurement matters. Every Pathfinder engagement is tied to clear metrics and ROI, so leadership teams can confidently demonstrate impact at board level.

If you’re exploring AI, automation or work redesign and want to avoid expensive experiments that go nowhere, this is where to start.