POCs fail when teams reinvent the wheel.

The Pain

Each new prospect asks for a sandbox. CSMs dig through old setups, configs, and success criteria slides. Weeks are lost.

The AI Setup Engine

  • Environment finder: locates past POC configs, creds, and guides.
  • Success criteria parser: extracts KPIs and acceptance tests.
  • Template export: builds reusable playbooks by product line.

Steps

  1. Search type:poc OR sandbox account:"TechCorp"
  2. Review AI summary → verify setup owner & timeline.
  3. Deploy new sandbox in record time.

Impact

  • −60 % POC setup time
  • +25 % win rate from proof-of-value
  • Fewer technical blockers

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