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AI automation
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Practical AI workflows for marketing and operations — without hype, with clear handoffs to your stack.
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I help businesses adopt AI where it creates leverage — research, content systems, lead qualification, reporting and internal workflows — tied to a clear growth goal.

Real results
I build practical assessment and outreach tools when off-the-shelf SaaS does not match how a business sells — including the Miros growth audit experience.
Consultant-style report in about a minute
Miros Audit Report · International

AI consulting is usually a fixed discovery + pilot package, with optional ongoing build. Scope depends on systems involved and how ready your data and processes are.
I advise and implement. Sometimes that means configuring existing tools; sometimes it means a custom workflow or app.
Usually it amplifies them — faster research, better drafts, cleaner qualification — while keeping human judgement on strategy and client work.
We define review steps, brand rules and success metrics before scaling any automation.
Learn more
0 articles
Practical AI workflows for marketing and operations — without hype, with clear handoffs to your stack.
Explore all articles →