AI • Data • Customer Growth

Turn AI, data, and customers into a durable growth system.

Independent executive advisory on operating models, platforms, and decisions that compound lifetime value.

Trusted by teams across telco, banking, and SaaS.

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Clarity that only ex-Operators can deliver.

90-day strategies, roadmaps, and exec-ready decision artifacts.

Retention lift

Diagnose churn drivers. Define interventions. Specify measurement and ownership.

Revenue protection

Pricing, eligibility, friction, and service failures. Quantify, prioritise, and roadmap.

AI that performs

Model evaluation frameworks, governance, and operating cadence recommendations.

Frequently asked questions

Common questions answered.

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What we’ll help you fix

Common pain points we see in customer and AI programmes.

  • Fragmented ownership across product, data, and channels
  • Strategies defined without clear measurement or accountability
  • Weak measurement and unclear decision rights
  • Journey leakage nobody can quantify
  • Roadmaps that don’t survive delivery reality