An autonomous revenue layer that closed the gaps no rep could watch
1. Problem. 14 disconnected sales tools, no consistent lead qualification and shaky CRM data. Revenue was slipping through gaps that no single person could track across multiple regions at once.
2. Solution. A round-the-clock revenue layer on n8n and LangGraph. Real-time lead qualification, automatic CRM enrichment, personalized outreach across email and LinkedIn, predictive deal health scoring, and live pipeline reports delivered to leadership with no sales ops in the loop.
3. Impact
- 48%
- Reduction in manual sales ops workload
- 1.8x
- Increase in qualified lead throughput
- $340K
- Pipeline generated in the first 6 months
- 900+
- Automated workflow triggers daily