Summary
APEC is an internal multi-agent system at OSIX Tech that acts as an automated CMO.
It coordinates scraping agents for market research and financial data extraction, then feeds an end-to-end outbound sales pipeline with prospect targeting, personalized messaging, automated follow-ups, tracking, and anti-detection scheduling.
Problem
Outbound sales has a lot of repeated judgment work: finding relevant prospects, researching them, extracting the right context, writing useful messages, and tracking the campaign without turning the whole thing into a spreadsheet swamp.
Approach
APEC uses specialized agents for different parts of the workflow:
- Market research and prospect discovery.
- Financial data extraction.
- Campaign planning and message generation.
- Follow-up scheduling and tracking.
The system streams agent state and campaign updates into a dashboard so the operator can see what is happening while the pipeline runs.
Outcome
APEC turned a scattered research and outreach process into a coordinated internal tool. It also became a practical testbed for the agent orchestration patterns we use in client systems.