Spectrum Outreach: B2B Sales Automation Platform
End to end prospecting automation with AI response classification
A full stack email outreach system built for Spectrum Business Services B2B prospecting. The platform handles the entire outreach lifecycle: prospect research, AI powered email personalization, automated send sequences, intelligent response classification, and a 12 tab analytics dashboard. Designed to replace hours of manual prospecting with automated, intelligent outreach.
Tech Stack
Key Features
- ▸AI powered email personalization that adapts to each prospect's industry and role
- ▸Rule based response classifier: MEETING_REQUEST, OBJECTION, HARD_NO, AUTO_REPLY
- ▸4 stage follow up cadence with business day logic and listening windows
- ▸12 tab management dashboard with real time analytics and campaign metrics
- ▸Zero per email AI cost through optimized rule based classification
- ▸Automated meeting CC routing and calendar integration
Challenges
The biggest challenge was the response classification system. Natural language is ambiguous, and the difference between 'not interested right now' (an objection worth a follow up) and 'take me off your list' (a hard stop) is subtle but critical. Getting the classification wrong in either direction has real consequences: too aggressive and you annoy prospects, too conservative and you miss opportunities. The system went through dozens of iterations to get the accuracy where it needed to be.