Lead Operations · AI Automation
An automation that monitors Reddit, uses an LLM to qualify relevant opportunities and delivers actionable leads into Slack.
Project profile
The challenge
Potential client needs appear across active Reddit communities, but manually reading every post is impractical. A useful system had to narrow a large stream of posts without removing human control over targeting and qualification criteria.
The solution
An automated pipeline monitors selected communities, applies an LLM-based relevance filter and sends qualified posts into Slack with structured labels. The Slack interface also supports operational changes such as adjusting keywords and prompts.
What was delivered
Business outcome
The automation reduces the volume a team must review while keeping qualified opportunities in the collaboration tool they already use. Targeting can be refined without turning routine changes into a separate development workflow.
Related capability
AI automation systems that connect your existing tools, reduce manual work and keep people in control of important business decisions.
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