AI Phase builds the product, not just the slide deck. We develop production-ready AI applications with interdisciplinary teams and integrate them into existing enterprise environments.
AI implementation is our core technical service. We build AI products and systems with interdisciplinary teams covering ML engineering, data engineering, software engineering, cloud, MLOps, computer vision, NLP, RAG, multi-agent systems and full-stack development.
Our implementation process
From ambition to a productive application – in clearly timed phases.
Ambition & baselining
~1 week*Align with functional leaders, clarify goals and ambition.
Use-case roadmap
~2 weeks*Stakeholder workshops, prioritization and MVP scope.
Data & infrastructure
~1 month*Prepare data, set up infrastructure, define integration paths.
Development & knowledge transfer
~4 months*Build, test, integrate and transfer knowledge.
* Example timelines only – duration and process may vary by project.
Technology we implement
We cover the complete technical value chain for productive AI.
Generative AI & RAG
RAG applications · enterprise AI assistants · tool calling · LLMOps · citations
Agentic AI
Agent orchestration · multi-agent · human-in-the-loop · audit logs
Computer vision & MLOps
2D/3D image processing · defect detection · monitoring · model deployment
Data & integration
Data engineering · vector databases · M365 · SharePoint · SAP · ticketing
Typical deliverables
- Technical target architecture
- Data pipeline design
- PoC, prototype and MVP
- Production-ready AI application
- Enterprise integration & cloud deployment
- MLOps, monitoring and knowledge transfer
Why a custom build instead of an off-the-shelf tool?
Because real processes rarely fit a standard product. We build AI systems that work in your data, your permissions and your stack – secure and maintainable.
Useful beforehand: AI Consulting
Frequently asked questions about AI implementation
A PoC is often visible within a few weeks. A production-ready application typically follows the 1-week / 2-week / 1-month / 4-month cadence.
AI Implementation Partner for Production-Grade AI Systems
AI Phase builds the product, not just the slide deck. We develop production-ready AI applications with interdisciplinary teams and integrate them into existing enterprise environments.