AI workforce platform
Scaling an AI-driven workforce platform past $1M ARR with 95% retention.
The brief. Build the product, customer success and integration strategy for an AI platform connecting learners, education institutions, employers and workforce agencies. Make it work at the scale of public funding — where uptime, accuracy and auditability matter as much as features.
The work. Defined and streamlined a human-in-the-loop AI process using multiple LLMs so the team could scale operations without trading away quality. Managed the due-diligence, acquisition and post-merger integration of an outcomes-tracking product in the education market. Oversaw integrations across Stripe (payments), Salesforce (CRM) and Ellucian (ERP), pushing and pulling data via REST APIs to match client requirements. Built a cohesive onshore + near-shore cross-functional team empowered to make decisions.