Time disappears into routine
People copy data, hunt for information, and rewrite the same answers again and again.
I identify the operational bottlenecks where AI can create real leverage – and work with your team to implement the right solution.

Former Senior Engineer at Canva
Founding Senior Engineer at remove.bg
50+ software & AI products
Founder of Bookstera
Most businesses do not lack ideas. They have too many manual handovers, scattered knowledge, and processes that have not kept up with growth.
People copy data, hunt for information, and rewrite the same answers again and again.
CRM, email, documents, and specialist systems create friction instead of one reliable process.
Individual employees test tools, but ownership, security, and measurable value are missing.
Every recommendation is prioritised transparently, tested technically, and implemented only after your approval.
We examine goals, workflows, systems, data, and the points where time or quality is currently lost.
You receive concrete options with value, effort, cost, risk, and a sensible implementation order.
From fast automation wins to custom AI products – pragmatic, secure, and built to fit.
A structured decision framework for businesses that want to know where AI and automation genuinely deserve priority.

The assessment stands on its own. For selected initiatives, I also lead prototyping, integration, product development, and ongoing executive sparring.
No theoretical slide decks and no generic tool recommendations. I developed or applied these AI solutions in my own businesses, products, and workflows.
In a free 15-minute conversation, we identify your biggest time drains and the AI applications with the best balance of impact and effort.
I combine product thinking, software engineering, and operational reality. The result is not a slide-deck strategy, but a credible path from problem to production.
In the free AI Opportunity Check, we identify the most important bottleneck and decide whether a deeper assessment makes sense.
Book your free AI check15 minutes · no obligation · directly with Andreas