ScoutProduct
Autonomous prospect research that drafts the outreach and then stops at a gate you own. Built for one campaign, sold as a system.

I build working AI tools, and teach the people around me to use them.
I build working AI tools, and teach the people around me to use them.
Currently open to contract AI-enablement engagements
Two days inside your team: where AI already fits, where it does not yet, and a written plan.
02Workflow BuildOne workflow that matters, built, tested, and handed over with the manual.
03Team EnablementClaude Code, Codex, and ChatGPT put on your people's machines, then taught in their own work.
04Fractional AI LeadA standing weekly seat for a team that is serious about it.

Finance, then Bloomberg, then sales and marketing. AI closed the gap.
I started in finance, then spent two years at Bloomberg sitting between eighty accounts and the Terminal, carrying what users needed back to the people who built it. That is where I learned what a product feedback loop looks like when it works.
Sales and marketing taught me where leads stall and where data breaks down. Modern AI tools closed the gap between those two worlds. Today I build the software a business actually needs by directing Claude Code, Codex, and ChatGPT, and I write the manual before I hand it over.
If you cannot operate what I leave behind, I did not finish the job.
Fifteen minutes is enough to tell whether I can help. No deck, no pitch.