Case study
The Agentic GTM Platform
Built and shipped a near-fully-agentic outbound and client-acquisition platform from scratch. Booked weekly mid-market opportunities for a client, surpassing their prior KPIs, with no headcount added.
The problem
A B2B services client needed consistent mid-market pipeline without adding sales headcount or paid ad spend. The job: turn a manual, days-long research-to-send motion into a system that runs end to end behind human approval.
What I did
- §Built a fleet of 10+ specialist AI agents that run lead sourcing, personalized outreach drafting, reply triage, CRM sync, and meeting booking end to end, all behind human approval gates with cost-aware model routing and full audit logging.
- §Architected an AI research and copy-generation pipeline with an 11-stage output quality review (spam filtering, word-count enforcement, banned-word linting, opener rotation). Cut research-to-send from days of manual work to hours running unattended.
- §Built a multi-model orchestration layer with an automated cross-model review pass and a self-improving optimization loop. Raised an automated security-configuration score from 74 to 93.
A client-acquisition platform that books weekly mid-market opportunities surpassing the client’s prior KPIs, with no SDR headcount and no paid ad spend.
10+
AI agents in production
Weekly
Mid-market opportunities booked
74 → 93
Security-config score

