Koe Syndicate.

01The problem

Finding useful business signals, qualifying leads, and preparing outreach creates a fragmented, manual workflow.

02The system

An AI sales-development system designed around 34 specialized agents, connecting lead discovery, scoring, management, and outreach through an operations console.

03My contribution

I built most of the core system hands-on, connecting Python-based agent workflows with data processing and the product experience.

04An engineering decision

Model the sales process as specialized responsibilities around shared business context, rather than one general-purpose prompt. The central design challenge is coordinating useful actions across that workflow.

05The flow

1. Business signals
2. Lead discovery
3. Agent orchestration
4. Qualification
5. Outreach