Work

Multi-Agent Slack Bot

LangGraph
Multi-Agent
Slack
Python

Multi-agent system automating offer generation, lead analysis, and follow-ups via LangGraph with Slack, Gmail, and Jira. Reduced manual effort by 65% and response time by 50%. Schoene Neue Kinder GmbH (Munich, remote).

Multi-agent Slack bot automating offers, leads, and follow-ups with LangGraph

I architected and built an internal multi-agent Slack bot at Schoene Neue Kinder GmbH that automates offer generation, lead analysis, and follow-ups. The system is wired into Slack, Gmail, and Jira and orchestrated with LangGraph.

Impact

  • 65% reduction in manual effort on offer and follow-up workflows.
  • 50% faster response time on lead handling.

Agents are specialized (e.g. offer drafting, lead scoring, follow-up scheduling) and the graph coordinates handoffs and tool use so the right agent acts at the right step. This is used daily by the team for sales and operations.