Cluster 02 · builds on the integration core

Credible AI does not start with the model — but with data access.

AI initiatives fail due to data access, shadow AI, unclear permissions, and RAG without architecture. We translate AI needs into a concrete enterprise problem — on the foundation you already have in place.

Instead of another generic chatbot: data access, integration, permissions, governance, and operations.

Entry:AI Data Access & Governance AssessmentAI Use Case & Data Readiness WorkshopEnterprise Search / RAG Foundation Blueprint
The roadmap

Integrate AI cleanly into your company: the 5-step plan.

AI rarely fails because of technology — but because of a lack of structure. With this proven approach you introduce AI sustainably instead of just experimenting.

1

Find use cases that pay off

Not „something with AI", but concrete use cases with measurable value. Together we identify where AI saves you the most time or cost — and prioritise by effort and impact.

Result: prioritised use-case list with business case
See concrete examples (RAG, Corporate ChatGPT …) arrow_downward
2

Create data & foundations

AI is only as good as the data behind it. We check which data is available, accessible and clean — and prepare the technical and legal basis (GDPR, data sovereignty) for safe use.

Result: a solid, privacy-compliant data foundation
3

Start a pilot — small & safe

Instead of a big bang, a manageable pilot with real users. You gather experience quickly, prove the value with figures and learn before investing bigger — at minimal risk.

Result: a working pilot use case with proof of impact
4

Integrate into operations

The pilot becomes production: connection to your systems (ERP, CRM, intranet), clear responsibilities, monitoring and security. AI becomes a firm, reliable part of your processes.

Result: productively integrated AI with defined SLAs
5

Enable the team & scale

For AI to take hold, we train your staff and establish guardrails (governance). One success turns into many — your team spots new opportunities itself and drives them forward.

Result: in-house AI competence & a roadmap for more use cases
01 — Use cases

Our use cases — from knowledge to answer.

Related

UW
YOUR DIRECT CONTACT
Uwe Winnwa
Sales · cloud37 AG

30-min intro call — free.
No standard pitch. I listen, ask the right questions and give an honest assessment — even if we are not the right partner.