AI that does the job — not AI that demos well.

AI that does the job — not AI that demos well.

I build AI products of my own. So when I add AI to your business — a chatbot, an integration, a feature inside software you already run — it's done by someone who works with these systems every week and knows precisely where they earn their place and where they're a gimmick dressed up as innovation. You'll get the honest version of what AI can do for you.

It's worth being blunt about this, because the market for it is not. Since AI became unavoidable, almost every agency has added "AI integration" and "AI chatbots" to its menu. A great deal of what's sold under those headings is a thin wrapper around someone else's API, a chatbot that demos beautifully and then hallucinates at a real customer, or a feature that exists mainly so the company can say it has AI.

I come at this differently, because I build genuine AI software. Klarvo — one of my four products — is an AI product, running a multi-stage AI pipeline of its own. I work inside these systems every week: what they are genuinely good at, how they fail, how to ground them so they don't invent things, where they save real money and where they quietly cost it. So I won't sell you an AI feature because it's fashionable. I'll tell you honestly whether it will help your business — and sometimes the honest answer is that it won't.

Klarvo is an AI-transparency and compliance product I built end to end. It runs its own multi-stage AI pipeline, it's live in production, and it's used on real websites. When I talk about grounding a model, controlling its output, or judging honestly whether an AI feature is worth building at all — that isn't theory. It's what I do with my own products, every week, with my own money at stake.