Neuro Linguistic Programming & Human Capital

The Intelligent Coach.

I architect systems that analyse human communication at scale, providing leaders with data-driven insights for team health, performance feedback, and personalised development plans.

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Applied NLP: Insights at Scale

Team Communication Intelligence

Designing NLP systems that analyse cross-team communication to detect clarity gaps, misunderstandings, friction points, and psychological safety signals—providing real-time insight into how teams collaborate, escalate, and align.

Vision & Goal Translation Engines

Building LLM frameworks that convert leadership vision, strategic statements, and OKRs into clear, actionable, role-specific language—ensuring teams understand intent, prioritise correctly, and remain aligned to outcomes.

Performance Language Analytics

Using embeddings, pattern detection, and conversational analysis to measure performance indicators embedded in team dialogue—tracking ownership, accountability, progress signals, and risk language to support objective, data-driven performance management.

A diverse team engaged in a tug-of-war, symbolizing collective effort and leadership.

Case Study: Automated Leadership Feedback

Meeting Data to Clear, Useful Insights

The Challenge: In many large organisations, employees only receive feedback from their managers once or twice a year, and it is often shaped by personal opinions. Managers also have no ongoing, objective view of how their communication style affected their teams.

  • What Was Built: A system that analysed everyday conversations, meeting notes, messages, and team updates using AI to spot patterns in how leaders communicated. It highlighted whether they listened well, gave clear direction, and encouraged or challenged their teams.
  • The Result: Leaders received weekly summaries showing what was working and what needed attention. Over six months, managers in the pilot reported a 25 percent improvement in their effectiveness because they finally had continuous, unbiased insights they could act on.
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