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Why Automate?

The fastest way to move revenue is to remove ops friction and tighten feedback loops.

GTM systems, not slides.

I build automation and decisioning systems for revenue teams—routing, enrichment, measurement, and iteration loops that move pipeline.

  • Automations that remove pipeline friction (routing, enrichment, alerts)
  • Measurement baked in (dashboards, QA checks, anomaly detection)
  • Fast iteration loops (ship → observe → tune)
n8nSQL / BigQuerySalesforceLLMs
hrs / wk
$/hr
Monthly impact
$73,610
Annualized impact
$883,320

Assumes 4.33 weeks / month

Automation pays back immediately when it removes recurring manual work.