We innovate corporates. Business-first, then AI.
Most AI advice comes from people who learned AI first, then learned business. We did the opposite — two decades of operating experience, then deep into AI. That sequence is the point.
Three things that don't change.
Regardless of the client, the sector, or the size of the engagement.
AI serves the business — or it doesn't ship.
We don't implement AI because it's available. We implement it when it solves a real problem for a real team. If the diagnosis says no, we say no — no upsell, no justifying the engagement.
The customer is always in the room.
Our question for every engagement: what does this do to the people on the other side? Automation that damages the customer relationship is not a business win, regardless of the cost savings on paper.
Systems over individual enthusiasm.
Enthusiasts don't scale. Managed systems do. We build for the team that exists — not the ideal team in the slide deck — and we measure whether it changed anything.
AI made building cheap. It did not make selling easier, nor did it make customers more forgiving. If anything, the opposite: your competitors ship faster, your customers have more options, and the gap between "we built it" and "it works in the market" has never been wider.
That gap isn't a technology problem. It's a sales problem and a customer experience problem.
That's the gap we close. Non-Tech AI Advisory is built on twenty years of doing exactly those two things — at scale, with P&L on the line, in businesses where if the customer didn't come back, there was no business.
The commercial side. Sales leadership at Carlsberg, Saarioinen and HKScan — full P&L responsibility in three of the most operationally demanding sales environments in the Nordics. Plus a company built and exited at €3.6M valuation (2022).
The customer side. A rebrand that led to an exit. A licensed methodology now run by 40+ practitioners. 450+ organisations trained on adoption, which is just another way of saying getting humans to actually use the thing.
That's the firm. Sales and customer experience, in an era where everyone can build but very few can land.
We are not new to the AI game.
By late 2022, while most companies were still deciding whether ChatGPT was a toy or a threat, our team was finishing Boosting Loyalty — published 2023, structured around the 5-step Permanent Connection Model for digital marketing automation in e-commerce, with 70+ AI prompts built into the workflow.
At the time, our practice already sat inside the Estonian E-Commerce Association board, a digital marketing lectureship at TalTech, and two decades of hospitality and customer-experience work.
The point: we came to AI through running customer-facing businesses, not the other way around. That sequence is why the methodology holds up under operating pressure — when an actual team has to use it on Tuesday morning.
Mentors, partners, and stages where we work.
Most AI advisory is structured around the build. Ours is structured around the two things AI doesn't fix on its own: whether the thing sells, and whether the customer stays.
A ninth-grader with Lovable can build your MVP. They cannot run your sales motion. They cannot redesign your customer journey. They cannot stand in front of your team on Monday and explain why these changes affect how Tuesday works.
That's the firm. That's the engagement.
If AI isn't the right first step, we'll tell you in the first 30 minutes.
No upsell, no justifying the engagement. If the diagnosis says stop, we say stop. We'd rather lose a deal than build something that doesn't hold.
We build with your developers — not around them.
Tools that aren't secure aren't tools. We partner with your technical team from day one — architecture reviews, security sign-off, proper handover.
ROI is in numbers, not in slides about potential.
We define success metrics before we start. If we can't measure it, we don't promise it. You get a dashboard, not a deck.
Work with organisations including
Talk to a senior advisor directly.
No assistant, no account manager. You leave the first conversation with 3 prioritised opportunities, key risks, and a clear next step.
Send us a messageNo commitment. No sales deck. If AI isn't the right first move, we'll tell you.