AI integrated into your operations. On-site, on your data, on your terms.

For the established business owner who needs AI integrated correctly — without falling for trends, without surrendering customer data, and without spending three months reading whitepapers to figure out where to start.

Honesty before commitment

Who this engagement is — and isn't — for.

This is for you if

You run an established business with €500k to €10M in annual revenue. You're the owner, the founder, or the operational principal — typically between 35 and 60 years old.

Your business is in manufacturing, services, hospitality, professional services, or family-owned trade. You have real operations, real customers, real data, and real reasons to be careful about technology decisions.

You suspect AI matters but you're tired of being pitched. You'd rather have one substantive conversation with someone who's done this work than fifty discovery calls with vendors.

—This isn't for you if

You're a pre-revenue startup looking for free advisory time. You don't yet have the operational substance for AI integration to matter — what you need is a customer, not a consultant.

You run an enterprise-scale business with internal AI teams. You need vendor relationships and procurement processes, not founder-led advisory.

You already know exactly what you want and just need execution hands. We design the integration — implementation hands are sourced separately based on what the engagement reveals.

How we work together

A four-step engagement, sequenced for substance.

Each step builds on the prior one. By the end of the engagement, you don't just have a plan — you have a plan that's been pressure-tested against your actual operations, with one concrete demonstration of AI working on data you recognise.

Step One · Week One

Discovery call

A ninety-minute conversation, typically with the owner and one or two operational leads. We map your business: revenue lines, customer flow, operational pain points, existing technology stack, regulatory constraints, brand sensitivity, and where you suspect AI might help. We end with a confirmed scope for the on-site visit.

ii.

Step Two · Week Two

On-site visit with live demonstration

Ari travels to your business — typically half a day, sometimes a full day. We walk the operation. We sit with you and your team. Most importantly, we run a live AI demonstration using your actual data: your documents, your processes, your customer questions. Not generic demos — your reality. This is where most engagements turn from theory into conviction.

iii.

Step Three · Weeks Two through Four

14-day strategy document

A custom written document, delivered within fourteen days of the on-site visit. Approximately twenty to thirty pages of substance: tool recommendations with vendor-neutral reasoning, implementation sequence, risk mapping (legal, operational, brand), realistic cost estimates, what to do first, what to defer, what to avoid entirely. Every recommendation references what we saw on-site.

iv.

Step Four · Months One and Two

60 days of consulting access

Email and Signal access for sixty days after the strategy document is delivered. You begin executing. Questions surface. We answer. If implementation requires hands beyond what your team can do, we recommend execution partners — but the engagement itself stays clean: advisory, not implementation.

What you'll receive

Concrete outputs, not consultant-ware.

Output one

Discovery summary

Written record of the discovery call, so we both work from the same understanding of your business — and so the on-site visit doesn't repeat ground we've already covered.

Output two

Live AI demonstration on your data

A working AI workflow built during the on-site visit, using your actual documents or operational data. You see what's possible — and what isn't — before you commit further.

Output three

Strategy document (20–30 pages)

Tool recommendations with reasoning. Implementation sequence. Risk mapping. Realistic cost projections. Written specifically for your operation — no template recycling. Where workflows repeat, we identify the agentic AI candidates — and where they do not repeat, we recommend simpler solutions instead.

Output four

60 days of email and Signal access

Real answers to implementation questions, referencing your specific operation. Not generic AI advice — calibrated guidance from someone who's now seen your business.

What this engagement isn't

This is not implementation. We design and recommend; we don't write your custom integrations, run your servers, or train your staff on tools we recommend. If implementation hands are needed beyond what your team can provide, we point to trusted execution partners — but the financial relationship stays clean.

This is not a retainer. The engagement is one-time and finite. If a year from now you want a refresh, we re-engage. We do not auto-bill, auto-renew, or auto-anything.