We design, build, and ship AI systems in 4–6 weeks – plugged straight into the tools and workflows you already trust.
No lab experiments. No platform migrations. Just systems that genuinely slot into your workflow and make day-to-day work lighter.
You’re not the only one. Most SMBs burn budget on proofs-of-concept that never turn into working systems.
Big firms want £200K+ and 6 months before you see anything real. By the time a slide deck lands, your team has moved on.
You know AI matters, but it’s not obvious where to start, how to scope it, or how to tell if it’s actually working.
Standalone dashboards and ChatGPT links don’t change behaviour. If it doesn’t live in your CRM, Sheets, or ops tools, it won’t be used.
The AI space is crowded with “consultants” who can talk about AI but can’t ship systems. Most advice sounds promising but doesn’t survive contact with your actual tools, data, or constraints. You need clarity, not more noise.
We work with teams who don’t have time for experiments – they need working systems plugged into real revenue and operations.
You’re responsible for the P&L and don’t care about hype. You need practical systems that lighten the load, reduce friction, and actually get used.
Your backlog is full and the team is small. You need a partner who can design, build, and own a scoped AI system end-to-end.
You need live visibility across brands, markets, and operators – without forcing everyone onto one tool. We build data and AI layers around what’s already there.
Three stages. Clear scope. Concrete deliverables. You always know what’s coming next.
We map your workflows, tools, and constraints, then identify 2–3 opportunities that will genuinely work inside your real systems — not just sound interesting. You leave with a complete system map showing the architecture, integrations, data flows, and a clear build roadmap you can use with us or your own team.
1 week · remote sessionsUsing the system map from Step 1, we design and ship the first working version of your system — either alongside your team or independently. This is a scoped, integration-ready build based directly on the architecture we defined together.
4–6 weeks · fixed scopeOnce the mapped system is live, we focus on ongoing wins inside your existing infrastructure — strengthening what’s working, rolling out to more teams, and adding new use-cases that naturally fit your stack.
Ongoing · only if it earns its keepReal client systems, NDA-safe. Short on the surface, technical when expanded.
A highly personalised AI agent supporting experienced professionals doing GTM work between Asia and the UK — turning multi-day research into same-day decisions.
An orchestrated system of AI agents that compresses consultant screening from 30–60 minutes to under 5, while preserving senior judgment.
Modernised a decade-old server-based estate into a unified data foundation — enabling real-time visibility and positioning the organisation for autonomous decision support.
Foundation layer for the decision system below. In this specific case, maximising impact required modernising infrastructure first.
The culmination of the system rebuild — role-based decision support and natural-language querying that removes dependency on analysts.
Built on top of the data foundation above. After mapping the organisation’s systems and modernising the platform, we expanded into a role-specific decision layer.
Senior hands-on operators, not a rotating cast of juniors.
Commercial & strategy
Commercial & Strategy Lead
15+ years in retail, immersive technologies, and multi-market expansion. Adept at mapping workflows to identify AI systems that deliver immediate operational value. Advisor to UK, Vietnam, and Taiwan enterprises. MBA from London Business School. MIT AI Executive Programme. Master of Industrial & Operations Engineering from University of Michigan Ann Arbor.
Systems & delivery
Technical Lead
10+ years in immersive technologies, AI SaaS, and workflow systems engineering. Specializes in system architecture and rapid delivery of production-ready AI tools, integrating them into existing environments. Advisor to startups and SMEs with a proven track record of successfully delivering integration-first systems spanning CRMs, ERPs, Sheets, and custom stacks. Known for practical solutions deployed in weeks.
A quick sense-check before you book a call.
What happens on the first call?
We’ll map 2–3 concrete opportunities where AI can help, based on your current tools and workflows. No homework required – you bring context, we’ll bring structure.
What if we’re not “ready” for AI?
Most teams feel that way. As long as you have some digital workflows (Sheets, CRMs, ERPs, dashboards), there’s usually a sensible starting point.
In 30 minutes we’ll shortlist 2–3 sensible AI opportunities for your business – and tell you honestly if now isn’t the right time.
Book the 30-minute AI opportunity call →