Shadow AI with company data
Employees paste customer data, contracts and costings into private ChatGPT accounts — no rules, no data protection, nobody aware. Not out of malice: there are simply no guidelines and no approved alternative.
Your employees already use ChatGPT — privately, uncontrolled, with company data. We show your team what AI really delivers in your business and how to use it safely: potential analysis, hands-on workshops, guided rollout. No 200-page strategy deck.
Between "this is the future" and "where do we start?", most businesses do: nothing. Meanwhile employees are already working with company data in private free tools.
Employees paste customer data, contracts and costings into private ChatGPT accounts — no rules, no data protection, nobody aware. Not out of malice: there are simply no guidelines and no approved alternative.
Leadership feels it has to act — competitors announce AI, the board keeps asking. But nobody in the company can say which process actually pays off. So it gets postponed.
Classic consulting answers the AI question with a strategy deck for five-figure fees. After the final presentation, your team can do exactly as much as before.
Since 2 February 2025, Article 4 of the EU AI Act obliges companies that use AI systems to take appropriate AI literacy measures for their staff. No reason to panic — but a clear mandate that documented training fulfils cleanly.
You don't have to buy everything at once. Most start with the potential analysis or a workshop day — and decide afterwards how to continue.
Potential analysis
We look at your processes — documents, systems, manual steps — and find the cases that pay off. The result: a prioritised list with an honest cost-benefit assessment.
Employee training most common
No lecture from the front: in the workshop your people work on their actual tasks — safe usage, good prompts, clear data protection rules. Afterwards the team uses AI in the open instead of in secret.
Rollout support
Tool selection, guidelines and guardrails, a pilot with one team: we accompany the rollout until AI has arrived in daily business — not just in the minutes.
No consulting marathon, no slide battle. We start with your processes and stop where your team uses AI independently and safely.
Free, 30 minutes: where does your team stand, what are employees already trying, where does it hurt? Afterwards you know which building block fits — and what it costs.
We look at the processes that eat time and deliver the prioritised list: what pays off, what doesn't — and what comes first.
Hands-on workshops built on your team's real tasks — safe usage, good prompts, data protection rules. Remote or on site at your company.
Tool selection, AI policy, a pilot with one team. And if something needs to be built afterwards: we're developers — we do that too.
No buzzword list — these are the patterns teams use in daily work after our workshops. Anonymised, but real.
Quotes, emails and reports start as an AI draft in your house style — the employee reviews and sends. One hour of writing becomes ten minutes of review.
Contracts, minutes, tenders: the team has long documents summarised and queried — and knows where AI can be wrong and what to double-check.
Everyone knows which data may go into an AI tool and which may not — and which approved tool is for what. Shadow AI disappears because the official way is the better one.
Your people learn to recognise which tasks suit AI — and which don't. That builds an internal idea pipeline instead of a one-off flash in the pan.
Related solutions: AI software development Document automation Custom software
We don't consult from a textbook, we consult from the workshop floor: TaxCastle reads receipts with AI and posts to DATEV, our document automation runs in production every day. We show your people what of that works in your business.
Our own AI products run in production in real businesses. We know the costs, failure modes and limits from daily work — not from a slide deck.
We don't just say what would be possible — we know what it costs to build. That's why nothing lands in our analysis that doesn't hold up in practice.
German contracts, one contact, workshops in German or English — remote or on site. GDPR is a precondition for us, not an add-on module.
Bans don't help — your people will use AI anyway. What helps: approved tools, understandable guidelines and a team that knows why.
Rules developed together: which data may go into which tools, who approves, what's off limits. Written to be understood — so it gets lived, not filed away.
We recommend tools with EU processing, a no-training clause and a data processing agreement — and hand you the checklist to vet new tools yourself in future.
We document training content and attendance in writing — as a building block for your AI literacy obligation under Article 4 of the EU AI Act. Plainly said: we're not legal advisors, but the measure itself is something you can evidence.
Analysis and workshops are clearly scoped packages at a fixed price — tailored to team size and format, quoted after the free intro call. No bottomless day-rate barrel.
Clearly scoped: review the processes, deliver the prioritised list with a cost-benefit assessment. You know the price beforehand — and what pays off afterwards.
Half or full day, remote or on site — fixed price per workshop, not per participant hour. Materials and documentation included.
Rollout support is quoted in clearly scoped stages — each commissioned separately, each cancellable separately. No permanent mandate.
Fixed price after a free intro call — no day-rate mandate, no budget on a hunch.
Free intro callWe carry the risk, not you.
After the potential analysis you hold a prioritised list of your AI cases with an honest cost-benefit assessment — a working document, not a 200-page deck.
If the analysis shows AI doesn't pay off for you yet, that's exactly what it says — with reasons. Better an honest "not yet" than a project nobody needs.
What businesses ask most before getting started — answered briefly and honestly.
A free intro call is all it takes. We tell you honestly which building block fits, what it costs — and whether AI even pays off for you yet.
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We’ll get back to you within 24 hours on business days.