I build AI editorial systems that scale quality without adding headcount.
I developed a four-layer AI workflow — prompt libraries, QA checks, error tracking, and governance rules — that runs a 90K-subscriber newsletter in a compliance-heavy industry. Now I build these systems for other teams.
Who this is for: Newsletter teams scaling past what one editor can manage. Content operations in regulated or accuracy-sensitive industries. Lean teams that need to maintain quality without adding headcount.
My services
Editorial workflow audit
I map where accuracy breaks, where time disappears, and where AI can take over without sacrificing quality. You get a written audit with a prioritized fix list — not theory, but what to change Monday.
Best for: Teams that know something's broken but aren't sure where to start.
Editorial systems build
A full implementation: prompt libraries, golden checks, style guide integration, and training. I build the system, document it, and hand it off so your team can run it without me.
Best for: Teams ready to invest in a real infrastructure upgrade.
Fractional head of editorial
Ongoing QA and strategic support. I embed with your team to catch issues before they publish, solve problems as they surface, and evolve the system as you scale.
Best for: Teams that need senior editorial leadership without a full-time hire.
