Our AI competence areas
From image recognition to generative AI, we develop practical solutions that streamline processes, make data actionable, and create value.
Integration of generative AI models
Integration of generative AI models such as ChatGPT large language models via API or Microsoft Copilot.
Natural Language Processing (NLP)
Natural language processing including text recognition chatbots and language processing.
Machine Learning & Datenanalyse
Machine learning and data analytics including predictive models classifications and anomaly detection.
Computer Vision
Computer vision including image recognition OCR and visual quality inspection.
Process Automation (RPA + AI)
Process automation combining RPA and AI for example intelligent document processing.
Typical use cases in the mid-sized market
AI solutions demonstrate their practical value particularly in small and medium-sized businesses, where processes need to be made more efficient but there is no room for costly experiments.
Our use cases are based on real-world challenges and deliver directly measurable benefits.
- Automated invoice processing and data extraction
- Intelligent text classification in service and sales environments
- Visual quality inspection in manufacturing using camera systems
- Chatbots with real added value for internal IT or HR
- Customer analysis and sales optimization using machine learning algorithms
How we work
Requirements Analysis and Use Case Definition
We will work with you to identify specific use cases and assess their feasibility and the available data.
Data Preparation and Labeling
We clean, organize, and classify your data to lay the groundwork for successful model training.
Prototype Development (PoC/MVP)
Rapid, practical implementation of initial AI functions as a proof of concept or a minimally functional prototype.
Integration with your systems
Seamless integration with existing IT environments (e.g., SAP, CRM, portals) including interfaces and infrastructure.
Model Training and Optimization
Training and fine-tuning machine learning models through testing, evaluation, and targeted improvements.
Your advantages with CrewHarbor
- AI development delivered by specialized nearshore teams.
- Clear focus on the mid-sized market and pragmatic use cases.
- Seamless integration into existing processes and systems.
- No need to build internal AI teams as we provide the required expertise.
- Fast project start through structured proof of concept approaches.
Technologies and platforms
The right tool for every need: We work with proven frameworks, modern cloud platforms, and practical AI technologies.
Datenanalyse & ML
In data analytics and machine learning we work with Python pandas scikit learn and XGBoost.
NLP
For natural language processing we use spaCy Hugging Face OpenAI and BERT.
Computer Vision
In computer vision we apply OpenCV YOLO and TensorFlow.
Deployment
For deployment we rely on Docker FastAPI Azure AWS and GitHub Actions.
Artificial Intelligence with substance not a buzzword but a solution.
Start your AI project without obligation now.