AI consulting: From pilot to production
Professional AI consulting makes all the difference: Artificial intelligence promises enormous efficiency gains. But the reality is often different. According to various recent studies, only about a quarter of German companies report measurable benefits from their AI initiatives. Many remain stuck in “pilot mode.” They are experimenting, but the economic breakthrough has yet to materialize.
sepp.med offers practice-focused AI consulting for medium-sized companies, enabling you to quickly utilize AI productively with a clear strategy, functional workflows, and the necessary control. No hype, no empty promises. Instead, AI that works in everyday business and delivers economic benefits.
Your project deserves the best!
Why so many AI projects fail
Why so many AI projects fail
The figures are sobering: 70 to 90 percent of AI pilot projects never reach productive operation. This is shown by various recent surveys of German companies. Despite investments in tools and technology, there is no real added value. The reasons are almost always the same:
- Technology before strategy: AI tools are introduced without defining clear business objectives.
- Isolation instead of integration: Solutions work in the lab, but not in everyday work.
- Lack of acceptance: Employees are not on board – fear and skepticism slow down adoption.
- No governance: Responsibilities, data protection, and quality control remain unclear.
This is exactly where sepp.med comes in. With a well-thought-out framework that makes AI implementation in your company a success.
AI consulting by sepp.med: The AI ABC
With the AI ABC framework, we systematically accompany you from the initial idea to productive operation. Each module can be booked individually and is available in several expansion stages. This allows you to start small and grow successfully.A
Strategy & Use Cases
- Where does your company stand today?
- Which processes benefit most from AI?
- What is realistic? What is hype?
B
Technology & Implementation
- Implementation of specific AI workflows (document analysis, chatbots, process automation)
- Integration into your IT landscape
- Training your team for sustainable use
C
Governance & Lifecycle
- Recording and risk assessment of all AI tools in use
- Governance framework with guidelines, roles, and processes
- Preparation for EU AI Act and ISO/IEC 42001
The benefits of integrating AI with the AI ABC
✅ Fast productive benefits:
Clear use cases, an initial functioning workflow, and noticeable added value in just a few weeks.
✅ No large-scale project necessary:
Modular approach: Start small, scale with success. No huge upfront investments.
✅ Integration instead of isolated solutions:
We connect AI with your existing processes and systems. A pilot project is not an isolated experiment.
✅ Getting people on board:
Change management is part of our DNA: addressing fears, clarifying roles, involving leadership.
✅ Staying in control:
Data protection-compliant architectures, on-premise options, clear governance. You remain in control of your data.
✅ Engineering excellence instead of hype:
40+ years of experience in complex software and quality projects. We deliver solutions that work.
Getting started: The AI Readiness Check
Want to know where AI can have the greatest impact in your company? The AI Readiness Check from module “A” of the AI ABC is an easy way to get started. Compact, structured, and action-oriented AI consulting with a focus on measurable ROI.
What happens:
- Joint assessment: Where are you now? What have you already tried?
- Identification of three to five specific use cases with quick-win potential
- Evaluation based on effort, benefits, and risk
- Prioritized roadmap with a clear next step
The result of AI consulting:
➜ Not a 100-page study, but a manageable roadmap.
➜ Plus, an initial pilot workflow that can be implemented immediately.
Where AI brings real added value to companies
AI is not an end in itself. It must solve specific problems. Here are some examples from our AI consulting practice:
Automated document capture, report generation, forecasting, anomaly detection.
➜ Result: Process cost savings and significantly shorter throughput times.
Intelligent chatbots, ticket classification, suggested responses, 24/7 availability.
➜ Result: higher first-time resolution rate, staff relieved of routine inquiries.
Lead scoring, deal forecasting, AI-assisted content creation, customer analysis.
➜ Result: Focus on promising deals, plus noticeable productivity gains.
Recruiting screening, onboarding assistant, knowledge management, skill matching.
➜ Result: faster recruitment, better candidate selection, reduced turnover.
Smart Knowledge Assistants search internal sources and provide context-related answers.
➜ Result: faster information retrieval, less duplication of work.
Process automation, quality control, maintenance planning, resource optimization.
➜ Result: greater efficiency, less downtime, better planning.
Up-to-date AI expertise at the sepp.med Academy
AI solutions on the sepp.med blog
FAQ on AI consulting
No. We provide the expertise and train your team so that they can use and further develop the solutions independently. In the long term, we support you in building up internal competencies.
Data protection has been part of our planning from the very beginning. We offer data protection-compliant architectures, on-premise solutions, and private cloud options. You retain full control over your data.
The EU AI Act is the first comprehensive AI law and will come into force in stages. Starting in December 2027, strict requirements will apply to standalone high-risk AI systems (e.g., HR recruiting, credit scoring), and to AI integrated into products starting in August 2028. We can help you make your AI usage compliant before it becomes a problem.
We are not PowerPoint consultants. With over 40 years of experience in software engineering and quality assurance, we build solutions that work. We are large enough to meet enterprise requirements, but at the same time agile enough to offer pragmatic and affordable solutions for medium-sized companies.
