AI / Developer Platform·6 weeks
AI Agents Replace 3-Person Marketing Team's Manual Work
Series B Developer Platform
Challenge
A Series B developer platform had a 3-person marketing team drowning in manual work: repurposing blog content for social channels, monitoring community forums for product mentions, enriching inbound leads, and sending personalized follow-up sequences. They needed to scale output without hiring.
Approach
Designed and built 4 custom AI agents: a content repurposing pipeline (blog → social threads → newsletter), a community monitoring agent for Reddit/Discord/HN, a lead enrichment bot that scores inbound leads with technographic data, and an adaptive email sequence agent. All integrated with their existing stack (HubSpot, Slack, GitHub).
40+ hours/week of manual work automated
Time Saved
40+ hrs/week
Automated
Content Output
1× → 5×
+400%
Lead Response
48hr → 12min
-99%
Email Conversion
Baseline → 2.3×
+130%