AI systems that actually work
We evaluate your AI ideas with you, prioritize the strongest use case, and build, integrate, and operate the system. Data-sovereign, no vendor lock-in.
From problem to production system in five steps
AI Use-Case Program
Four use cases prioritized by impact potential and risk. With solution sketch and stakeholder communication.
Solution Design
Solution architecture, prototyping, business case with ROI, and a go/no-go recommendation for the prioritized use case.
Build
On your data, with your logic. Your team is involved from day one, your users as active co-creators.
Go-Live
Integrated into your tools. We train your team.
Operate
We monitor, update, and optimize. As a managed service or with handover to your IT. You decide.
AI Use-Case Program
Week 1–2Four use cases prioritized by impact potential and risk. With solution sketch and stakeholder communication.
Solution Design
Week 3–4Solution architecture, prototyping, business case with ROI, and a go/no-go recommendation for the prioritized use case.
Build
Week 4–10On your data, with your logic. Your team is involved from day one, your users as active co-creators.
Go-Live
Week 8–12Integrated into your tools. We train your team.
Operate
OngoingWe monitor, update, and optimize. As a managed service or with handover to your IT. You decide.
Example timeline. Actual duration depends on project scope.
“Omniance has made our internal administration significantly faster and easier, with excellent Return on Investment.”
INOS GmbH & Co. KG
Industrial On-Site Solutions
Sound familiar?
Three starting hurdles between an AI idea and its implementation.
You don't have the arguments your internal decision-makers need
Without arguments tailored for each department that has a say, your initiative won't get through.
Technical feasibility is hard to judge without deep AI expertise
"Will this actually hold up?" stays unanswered. A gap any critical stakeholder will find.
ROI isn't quantified
Leadership or finance will pick the investment apart. The idea gets shelved.
Get started with the AI Use-Case Program
For € 6,000 net, here's what you get:
Use-Case Definition - one fully worked-out solution
One page per use case: process map, solution approach, underlying assumptions, visible risks. Plus a feasibility pre-check.
Use-Case Prioritization - the strongest candidate, with the reasoning
From your AI ideas, processes, technical documentation, and conversations with the people accountable, we distill four use cases ranked by impact potential and risk. We recommend the strongest one, with the reasoning weighed against the alternatives.
Value Proposition - stakeholder material that carries your internal pitch
A one-pager for the leadership room, tailored arguments for the relevant stakeholders, a before/after picture with explicit assumptions. So everyone with a say in the decision gets on board.
Is the AI Use-Case Program a fit for you?
Check what applies to you.
Too early
Who you'll work with
Strategy and engineering on the same team, from kickoff to go-live.

Marc Eichner
AI Strategist
- Masterclass for 200+ executives (incl. Google, UIpath)
- Multi-time startup founder
- 3× LinkedIn Top Voice (Sovereign AI)

Dr. Artur Hahn
AI Engineer
- 16 AI patents in medtech
- CERN · Heidelberg University Hospital · Johns Hopkins · Philips Research
- 10 years of machine learning and AI
How we build AI
Systems that run with your existing IT landscape, protect your data, and make economic sense.
Data sovereignty by design
Your data stays under your control, on your infrastructure or in a European cloud, GDPR-compliant and EU AI Act ready. No third-party provider trains its models on your competitive advantage.
You decide which models run
OpenAI, European providers, or open source: you make the model choice per use case and can change it any time. We advise on the strategic trade-off across cost, data protection, and performance.
Runs with your ERP and legacy systems
We integrate into what's already there: ERP, CRM, legacy systems. Your existing process logic stays intact. AI takes work off your team where it counts, without disrupting operations.
Focus on ROI
Every project starts with a clear profitability calculation. If the business case holds or the risks can be contained, we move ahead. If it doesn't, we say so before you invest.
Frequently asked questions
Looking to bring AI into your business? We advise and build systems that actually work
In a 30-minute discovery call we'll figure out whether the AI Use-Case Program is the right starting point.
