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Retail

Freeing up a sales team from manual lead triage

An AI-assisted lead-qualification agent wired directly into the existing CRM, cutting out hours of manual enquiry sorting each week.

Illustrative sample project: this shows how we'd approach a brief like this, not a completed client engagement.

The challenge

A retail SME's sales team was manually reading and triaging every website enquiry before deciding who to follow up with, a repetitive, rule-based task eating hours each week that could otherwise go toward actually closing deals.

Our approach

  • Mapped the existing enquiry-to-follow-up workflow to find where the manual bottleneck actually was
  • Built an AI agent to read incoming enquiries, apply the team's existing qualification criteria, and tag leads accordingly
  • Wired the agent directly into their existing CRM, with no platform migration required
  • Documented the workflow so the team could adjust qualification rules themselves
  • Set up monitoring so misclassified leads could be caught and corrected quickly

The outcome

Manual lead triage was replaced with an automated first pass, freeing the sales team to spend their time on qualified conversations instead of sorting enquiries. The workflow remains owned and adjustable by the client's own team.

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