AI Consulting & AI Integration: We Implement AI in Practice
From the AI roadmap to production application: We identify sensible use cases, integrate GenAI/RAG into your system landscape and ensure secure operation.
AI with real added value – not just a PoC
AI is only successful when it fits into processes & systems
Many companies have already done initial experiments with ChatGPT & Co. – but the benefit only arises when AI is integrated into daily work: with clear goals, a clean data basis, stable interfaces and an operational concept.
This is exactly where we come in: We help you prioritize use cases, reduce risks and implement AI functions so that they have a measurable effect – e.g. in customer service, knowledge management, sales, operations or quality processes.
AI Services – Focus on Implementation & Integration
- AI Potential Analysis, Strategy & Roadmap
Goals, KPIs, use cases, data situation and governance – as a reliable plan for implementation & operation
- Generative AI & RAG Integration
Connect LLMs with company knowledge (DMS/Wiki/ERP/CRM) – for precise, up-to-date answers
- AI Agents & Process Automation
Agents for recurring tasks (e.g. research, ticket triaging, quote preparation)
- Prompt Engineering & Guardrails
System prompts, evaluations and protection mechanisms – for consistent, secure results
- MLOps, Monitoring & Operations
Rollout, observability, quality checks and continuous optimization – so AI stays productive
Partners Who Trust Us
Experience from Real Projects
Selection of clients & organizations (excerpt).
Approach
From Idea to Productive AI Deployment
We reduce risk through clear steps: use case, data, integration, operation – and deliver iteratively.
1) Analysis
Goals, processes, data sources, stakeholders & risks
2) Roadmap
Use cases, prioritization, KPIs, governance & security
3) PoC/Pilot
Test quickly, evaluate, guardrails & quality
4) Integration
Connection to ERP/CRM/DMS, APIs, roles & rights
5) Operations
Monitoring, feedback loops, MLOps and continuous improvement
Advantages of AI Consulting & Implementation with Groenewold
As a tech partner, we combine strategy, engineering and operations – so AI doesn't just impress, but works.
Pragmatic & Measurable
We define KPIs and deliver iteratively – with clear impact on processes, costs or quality.
Integration Instead of Island Solution
AI only works in context: We integrate into your systems (ERP/CRM/DMS) and processes.
Security & Data Protection
Roles & rights, audit logs, data minimization and governance – planned from the start.
RAG with Company Knowledge
We connect LLMs with your knowledge sources – for answers that are documented, up-to-date and traceable.
Operations & Development
Monitoring, evaluation and continuous improvement – so quality and benefit remain stable long-term.
End-to-End from One Source
From the roadmap to production implementation – including frontend, backend, data and integrations.
You want to use AI sensibly – but without buzzwords, with clear benefit? We give you a pragmatic initial assessment and suggest the next sensible step.
FAQ – AI Consulting
How do we start sensibly with AI – without a finished data strategy?
What does an AI project typically cost?
Can existing systems (ERP/CRM/DMS) continue to be used?
How do you ensure data protection and security?
Why do AI projects often fail – and how do you prevent that?
Related Topics
Complementary Services from Other Areas
These services are frequently requested together with AI & Machine Learning or complement it thematically.
Data, Analytics & Databases
Consulting & Strategy