We also help teams ship AI
Alongside our products, we do embedded consulting with engineering teams. Code, not slide decks. We build production AI systems together, and leave when the team can run them without us.
An independent review of your AI systems — what works, what doesn't, what to fix first. You get a prioritised action list, not a report that gathers dust.
→ Independent evaluation across architecture, security, performance, and ROI
→ Prioritised action list ranked by business impact and effort
→ Typical engagement runs 4-5 weeks from discovery to handoff
We connect AI to the systems that actually run your business — CRMs, ERPs, data warehouses, legacy platforms. No standalone demos. Production systems that ship.
→ AI connected to your existing systems — CRMs, ERPs, data warehouses — not bolted on as a standalone tool
→ Function-calling architecture keeps LLMs predictable and within well-defined rails
→ Knowledge transfer so your team owns the integration long-term
Proactive support that keeps your AI systems accurate, fast, and cost-effective after launch. Models drift. We catch it before your users do.
→ Continuous monitoring catches degradation weeks before users notice
→ Infrastructure tuning typically cuts AI operating costs 30-40%
→ Gradual handoff builds your internal team's MLOps capability
Hands-on AI training built around your team's stack, data, and problems. Not slides — skills your people use the next day.
→ Every program is built from your actual tools, data, and business problems — no toy examples
→ Works for mixed audiences — your CEO gets strategic clarity, your lead engineer gets implementation patterns
→ Teams ship production AI features within weeks of completing technical training
A hands-on technical leader embedded in your team 1-3 days a week. Architecture decisions, team building, and production code — not slide decks.
→ Embedded operator who writes code and owns outcomes, not an advisor who writes decks
→ Full CTO-grade leadership at a fraction of the cost, starting in days not months
→ 25+ years shipping production systems across 58 countries
I embed with your engineering team for 4-6 weeks. We build production AI systems together, and I leave when your team can run them without me.
→ Your team ships production AI by building it alongside a practitioner — not by watching slides
→ 38% improvement in prompt success rates across residency participants
→ Every engagement ships production systems, not slide decks
Seven years of running real work across 58 countries. Not remote-friendly policies — a different operating model.
→ Async-first workflows that cut meeting overhead by 40-60%
→ Proven across 58 countries since 2018 — before remote was forced on everyone
→ Built on Estonia's e-Residency infrastructure — fully digital, fully legal, no physical office required
Hands-on technology guidance from someone who builds, not just recommends. Stack selection, architecture decisions, and build-vs-buy calls backed by 25+ years of shipping.
→ Every recommendation backed by having built and shipped similar systems
→ Prove it works before you commit — prototypes, not just presentations
→ Build-partner-buy decisions grounded in 25+ years across 58 countries
Recent clients
Scout24, AutoScout24, LuxuryEscapes, Partmax, Zolidar. Production systems shipped. Broken projects rescued. Teams that now build AI on their own.