Build an AI Sales Outreach Agent
An autonomous AI agent that researches prospects, crafts personalized outreach messages, and manages multi-step email sequences to drive sales pipeline.
Agent Orchestration
Core agent framework that coordinates prospect research, message generation, and follow-up sequences
Role-based multi-agent framework ideal for sales workflows — assign dedicated agents for research, copywriting, and outreach coordination
Graph-based agent orchestration for complex branching outreach flows with conditional follow-ups and A/B testing paths
Multi-agent conversations where a researcher agent hands off to a copywriter agent for iterative message refinement
Prospect Research & Enrichment
Web scraping and data extraction to build rich prospect profiles from LinkedIn, company sites, and news
Structured web scraping API that extracts clean prospect data from company websites and public profiles for personalization
Open-source LLM-friendly crawler that converts prospect web pages into structured data ready for agent consumption
Browser automation for navigating dynamic prospect pages like LinkedIn or CRM portals that require interaction
LLM Gateway & Message Generation
Routes prompts to the best model for each task — research summarization, email copywriting, and tone matching
Workflow Automation & Sequencing
Manages multi-step outreach sequences with scheduled follow-ups, response detection, and CRM updates
Visual workflow automation connecting the agent to email providers, CRMs, and calendars — handles drip sequences, triggers, and response routing
Durable workflow engine for reliable multi-day outreach sequences that survive failures and handle complex retry logic
Developer-friendly workflow platform with built-in scheduling for timed follow-ups and webhook-triggered responses
Observability & Optimization
Tracks message performance, model costs, and agent effectiveness to continuously improve outreach quality