Use Case Portfolio Icon
Use Case Portfolio
10–20 ideas, top 3 prioritised by value/complexity.
AI consulting & implementation
Understand AI.
We make AI & automation actionable for SMBs around Munich.
What we deliver
A clear package for fast, evidence-based AI decisions.
Decision Brief Icon
Decision Brief
Business, tech, and risk lenses for every use case.
Prototype/PoC (optional) Icon
Prototype/PoC (optional)
Working clickable or data prototype with instrumentation.
Enablement Icon
Enablement
Your team knows where AI drives impact and how to safeguard quality.
From idea to implementation.
How we work
We provide end-to-end: understand the real problems, choose or build the right solutions, embed them in day-to-day work, and make them measurable.
Explore Workshop
Find valuable AI ideas
In 1 day (or 2 half days remote) we surface challenges, generate use cases with curated cards and guides, and prioritise together.
Design Workshop
Define the to-be scenario
We deepen 1–3 shortlisted use cases and shape the target state that can actually be delivered.
Market & Tool Scan
Decide build or buy
If battle-tested solutions already exist that solve your challenge faster or at lower cost, we recommend them transparently. If nothing fits, we co-design a tailored AI or automation solution.
Build Sprint (2–4 weeks)
Proof over PowerPoint
In 2–4 weeks we co-develop a first testable prototype. Afterwards we decide on deployment together and support change and rollout so the solution lands in everyday work.
Sound like the right approach?
Use Cases
Typical application areas
Where we see quick wins for mid-sized teams.
Sales
- Lead prioritisation
- Proposal & email assistant
- Call preparation
Customer service
- Knowledge assistant (RAG)
- Ticket triage
- Draft replies with quality check
Operations
- Document extraction
- Review & approval assistants
- Standard reporting
Results you can rely on
Tangible
Demo or PoC instead of another slide deck.
Measurable
Clearly defined KPIs plus acceptance & quality gates.
Decision-ready
Transparent go, iterate, or stop recommendation per use case.
Data protection & security
We work fully GDPR-compliant, use secure setups such as isolated tenants, API-based processing, and data minimisation, and sign NDAs whenever required. Private cloud and on-prem deployments are part of our toolkit.
No training on your proprietary data without explicit approval.
Who is this for?
Executives, sales/service/operations leads, and IT or data teams who want fast, dependable AI decisions.
Next steps
-
Intro call (30 min)
Clarify goals, context, and shortlist candidate use cases.
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Fix a start date
Schedule the explore workshop, assign stakeholders, and define data access.