Artificial Intelligence Solutions
Our AI solutions combine data science, machine learning, and generative AI to deliver measurable business value. We develop intelligent models that detect patterns, forecast developments, and automatically optimize processes. This enables you to turn data into actionable insights — creating a genuine competitive advantage through intelligent automation and predictive power.
The AI maturity journey to an intelligent organization
Artificial intelligence only unlocks its full value when it is strategically embedded, technically integrated, and culturally adopted.
Our AI maturity journey outlines the path from initial pilot projects to a fully AI-driven organization — practical, measurable, and scalable.
Stage 4 – Transformative:
Artificial intelligence is deeply embedded in the company’s strategy, culture, and decision-making.
SUSTAINABLE MATURITY PATH
Stage 3 – Integrated:
AI models are integrated into core business processes — such as forecasting, pricing, customer insights, or process automation.
Stage 2 – Structured:
Establishing foundations and processes. Central data platforms consolidate information, and initial automation begins
Stage 1 – Experimental:
Companies test initial AI use cases — typically in isolated pilot projects or proofs of concept
Data is often fragmented, use cases are not yet clearly prioritized, and success depends heavily on individuals..
Focus: understanding, experimentation, and awareness building.
Predictive analytics for better business decisions
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Time series modeling
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Predictive modeling with scikit-learn, TensorFlow, or PyTorch
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Feature engineering and automated forecasting pipelines
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Scenario simulation and what-if analyses
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Cloud-based ML workflows (Azure ML, AWS SageMaker, Databricks)
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Creation and optimization of intelligent systems using generative models and ML
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Large Language Models (OpenAI GPT, Claude, Gemini)
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Transformer architectures (BERT, T5, diffusion models)
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Reinforcement learning and fine-tuning (LoRA, RLHF)
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MLOps pipelines for scaling and operations (MLflow, Kubeflow)
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Vector databases and retrieval-augmented generation (RAG)
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Optimization of business processes through intelligent automation.
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Intelligent Document Processing (IDP)
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Robotic Process Automation (UiPath, Automation Anywhere)
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AI agents for workflow orchestration (LangGraph, CrewAI)
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Integration into ERP/CRM systems (e.g. SAP, Salesforce)
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From idea to prototype — validating real value creation through AI
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Design thinking & AI opportunity mapping
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Model evaluation & performance benchmarking
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Rapid prototyping with low-code/no-code AI tools
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Model evaluation & performance benchmarkingCost-benefit and ROI analysesAgile MVP-Entwicklung und Pilot-Deployments
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Entwicklung nachhaltiger und skalierbarer KI-Ökosysteme
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AI maturity assessment and roadmap development
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Enterprise AI architecture (data, models, integration)
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Governance & compliance (GDPR, ISO/IEC 42001)
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Responsible AI (ethics, bias, transparency, explainability)
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Governance & Compliance (GDPR, ISO/IEC 42001)
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Cloud & hybrid architectures (Azure, AWS, GCP)
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We combine cutting-edge technologies, proven methodologies, and deep expertise to build reliable, scalable, and high-impact data solutions.
We intentionally apply the right tools to maximize business value at every stage.
Our capabilities and tech stacks
4 key learnings from our AI projects
Data quality is the foundation of any AI
Good, consistent data determines the success of a model. Early focus on data quality prevents friction and ensures reliable results.
Business involvement is essential
Only through close collaboration between data teams and domain experts can models be created that solve real business problems and build trust.
Quick value over grand target vision
Instead of aiming for a fully comprehensive end-state, a clearly defined MVP with tangible value should be developed. Early results strengthen adoption and provide the foundation for scaling.
Adoption and change management are
key factors
Technical excellence alone is not enough — training, communication, and trust are essential for the long-term adoption of AI solutions.
Our Roadmap approach
01
Discovery & needs assessment
Understand business objectives, identify relevant use cases, and define expected business value.
02
Data & model strategy
Assess data availability and quality, and select suitable AI models and technologies.
03
Model development & training
KI-Modelle entwickeln, trainieren und validieren – mit Fokus auf Genauigkeit, Performance und Skalierbarkeit.
04
Integration & architecture design
Integrate models into existing systems and build a scalable, secure infrastructure.
05
Governance, transparency & quality
Define policies for quality, traceability, and responsible AI usage.
06
Deployment & optimization
Implement solutions, empower users, and continuously improve.
Become a frontrunner in the AI era —
Secure your competitive advantage with AI
and schedule a free, no-obligation initial consultation
KI-Produkte im Überblick
We support you at every step of your innovation journey.
AI Quick Check
DISCOVERY
Price: free of charge
Kickoff & goal definition for your AI initiatives
Initial assessment of your data landscape, tools, and processes
Identification of quick wins and AI opportunities
Objective: Rapid assessment and actionable recommendations for entering AI-driven business processes.
AI Use Case Assessment
DISCOVERY & ANALYSIS
Price: €5,000
Analysis of existing data sources and system landscapes
Evaluation of potential AI use cases (predictive, generative AI, NLP, process automation)
Development of a prioritized roadmap
Objective: A solid decision-making foundation for the targeted application of AI and to maximize business value.
AI Transformation Delivery
From Strategy to solution
Price: on request
Implementation of selected AI use cases including modeling, prototyping, and integration
Implementation of AI into operational processes
Enablement of your teams & establishment of governance structures for sustainable AI adoption
Objective: Sustainable implementation of AI solutions in your company with measurable business impact.
We’re excited to hear your ideas!
Whether you’re looking for an expert exchange, a project inquiry, a potential collaboration, or anything else — we look forward to getting in touch with you.