AI systems
An AI Marketing OS the team runs every day
Production agents on the Anthropic API for SDR automation, competitive intelligence, and win-back, built in-house and used daily.
- Role
- Architect and builder
- Period
- 2025 to present
- DailyIn production use by the team
- 3Agent systems: SDR, competitive, win-back
{{PLACEHOLDER: two or three before-and-after cycle times, e.g. SDR follow-up from 4 hours to 20 minutes}}
The problem
A lean marketing team cannot out-hire its workload. The question was never whether to use AI: it was which layers of the work AI should own, and which it should never touch.
What I built
A production AI Marketing OS on the Anthropic API: agents that draft SDR follow-up, maintain competitive intelligence and battlecards, and run executive-level win-back campaigns against churned accounts. Built in-house, documented, and handed to the team to run without me.
The same philosophy now extends to answer engine optimization: marketing built so AI engines can find, trust, and quote it.
Why founders should care
This is the system I rebuild for clients: one marketer who ships like five, with leverage designed in from day one rather than retrofitted after the team is hired.
Want this built inside your company, at your stage?
Book a strategy call