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GTM AI systems for a SEA industrial technology company (confidential)

Post-call CRM hygiene, an expensive call-tooling stack that didn't fit the workflow, and channel attribution the team didn't trust. We built meeting-intelligence automation, CRM association logic, and attribution validation — client name withheld by agreement.

What went live

  • Meeting-intelligence automation: sales-call transcript → structured summary → CRM write
  • CRM association logic so notes land on the right contact and company
  • Attribution validation workflows for channel trust gaps
  • Production stack keywords: n8n, Microsoft Graph, HubSpot, LLMs

What improved

  • Pilot live on the core path
  • Production workflow with AI summary + CRM write
  • Attribution gaps quantified

No invented outcomes

  • No client-confidential metrics are published
  • No ROI percentage, revenue, or volume figures are claimed
  • The client name is withheld by agreement

Reusable placeholders

Verified metrics: Not published yet.

Client quote: Not published yet.