AI Automation

AI support copilot suggesting answers from past tickets and knowledge base

Illustrative exampleEnterpriseProfessional ServicesE-commerce

Typical client: Customer support teams handling repetitive technical or account questions

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Operations planning team reviewing schedules at a shared screen

The challenge

Agents repeatedly search past tickets and articles to answer similar questions, leading to long handling times and inconsistent responses.

The solution

A copilot inside the helpdesk that suggests draft answers based on similar resolved tickets and knowledge articles, with citations and approval before sending.

Business benefit

Shorter handling times, more consistent responses and faster onboarding of new agents.

Key capabilities

  • Similar-ticket search and summarisation
  • Draft replies citing internal sources
  • Tone and length controls
  • Per-agent approval before sending
  • Quality metrics on accepted vs edited suggestions

How it works

  1. 1Ticket arrives in the helpdesk
  2. 2Copilot retrieves similar tickets and articles
  3. 3Agent reviews draft, edits and sends
  4. 4System tracks which suggestions are kept

Let's look at what is slowing your business down

A short introductory call to review your current process, the main challenges and possible directions. No technical sales pitch, no commitment.

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