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How Telenet Keeps AI Under Control as It Scales

How Telenet Keeps AI Under Control as It Scales

Insights

  • One Salesforce use case consumed 43,000 tokens on its first run, then fell to roughly 7,000 once an AI harness constrained its context.
  • A sales representative's digital twin should not inherit full system access simply because the employee has it; agents need their own access controls.
  • AI now reviews requirement epics for gaps and overlaps before implementation and generates reusable test scripts, cutting the rework that manual handoffs once caused.

At Dreamforce 2026, Werner Meert, Director of B2B Business Transformation at Telenet Group, spoke with Vinod Ravindran, Director of Enterprise Sales at Fluido. Their conversation addressed a problem facing enterprises adopting AI quickly: how to accelerate value while keeping the technology under control. Telenet, one of 15 companies worldwide adopting Salesforce Commerce Cloud, is consolidating legacy CRM systems as it introduces AI across sales and delivery. Meert argued that AI should shorten routine work, such as helping sales teams surface their strongest opportunities in minutes, without removing human ownership of outcomes.

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