Outbound AI Engine
AI-powered sales at scale
AI-assisted outbound workflow for prospect research, personalisation at scale, and CRM-ready campaigns.
About this project
The Outbound AI Engine is a comprehensive sales automation platform that leverages large language models to transform cold outreach. The system intake hundreds of prospect companies, enriches them with firmographic and technographic data, and uses AI agents to generate highly personalized email sequences tailored to each prospect's industry, role, and recent company news.
The platform maintains a full audit trail for compliance, manages unsubscribe requests automatically, and syncs all activities back to the CRM. Machine learning models continuously optimize send times, subject lines, and content variations based on engagement metrics.
Tech stack
Architecture
Prospect Data Intake
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Enrichment + Research Agent (LangChain)
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LLM Personalization Layer (GPT-4o)
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Campaign Content Generator
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CRM Sync + Delivery Pipeline
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Analytics + Optimization LoopScreenshots & previews
System architecture
Outcomes & results
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