AI Solution Development
Customised artificial intelligence for your challenges – from forecasting to automation, for sustainable business success.
Customised AI applications for your business success
From the idea to the productive system: we develop your customised AI application.
- Would you like to use AI in your company, but don't know where to start?
- Do you lack the internal resources to develop efficient solutions?
- Are you looking for partners with implementation strength, technical know-how and process understanding?
T.A.S. FORCE develops individual AI solutions that are precisely tailored to your requirements. Whether text processing, visual inspection, predictive models or anomaly detection – we combine sound data science expertise with a clear focus on business impact and usability.
Our interdisciplinary team of ML engineers, data scientists, data engineers, full-stack developers, web developers, DevOps engineers and IT project managers provide you with holistic support from the initial idea to the productive use of your AI application.
Our services in the area of AI solution development
Individual AI application development
- Development of customized AI systems to solve specific challenges
- End-to-end implementation: from use case design & data architecture to go-live and monitoring
- Focus on operational applicability, rapid integration & sustainable benefits
- Technology selection by objective - not by trend
Your challenge takes center stage – we build the solution around it.
Natural Language Processing (NLP)
With NLP, large volumes of unstructured text data can be analyzed, structured and converted into comprehensible information. Ideal for all text-based processes.
Typical use cases:
- Text classification (e.g. support tickets, e-mails)
- Named Entity Recognition (NER) – automatic extraction of relevant information
- Text summary & translation
- Sentiment analysis (sentiment detection)
- Chatbots & digital assistants
- Document and contract search with reference (RAG)
Whether customer communication, contract analysis or information research – NLP creates efficiency and clarity.
Computer Vision
We use computer vision to automatically analyze image and video data and detect patterns, deviations and objects in real time.
Areas of application:
- Image & object recognition (e.g. quality inspection, surface defects)
- Image segmentation & classification
- Face recognition & person tracking
- OCR & document extraction
- Visual support for production & testing processes
- Analysis of video streams e.g.B. for safety Monitoring or process control
Visual processes become measurable, documentable and automatable – with AI.
Predictive analytics & forecasting
AI-supported forecasting models help to make better decisions and identify risks at an early stage.
Typical procedures:
- Regression models & time series forecasts
- Cluster analyses for pattern recognition & target group segmentation
- Classification methods for decision prediction (e.g.B. churn, payment all)
- Recommendation engines (recommendation systems)
- Capacity & demand forecasts
Predictive analytics turns your data into an early warning system.
Anomaly Detection
Early detection of irregularities is crucial for quality, safety and efficiency.
Fields of application:
- Detection of machine and sensor data anomalies
- Fraud and security anomalies (e.g.B. IT access, booking processes lengths)
- Supply chain monitoring (e.g.B. KPI deviations for suppliers)
- Anomaly classification for prioritizing measures
Anomaly detection reduces reaction times, prevents damage and secures processes.
Deep learning & neural networks
For particularly complex data structures or non-linear relationships, we use state-of-the-art deep learning models.
Technologies:
- Convolutional neural networks (CNNs) – e.g. for image processing
- Recurrent Neural Networks (RNNs & LSTMs) – e.g. for time series and speech processing
- Generative Adversarial Networks (GANs) – e.g. for simulation, anomaly detection or generative AI
- Autoencoder & Transformer-based models (e.g.B. GPT, BERT)
Deep learning opens up new dimensions in problem solving – we use it in a targeted manner.
Data Science & Analysis
Analyzing data in a meaningful way is the basis of every AI initiative.
Our services:
- Explorative data analysis & feature engineering
- Visualization & dashboarding (e.g.B. with Power BI, Tableau)
- Modeling & evaluation with machine learning
- Customer analyses & segmentation
- Hypothesis-driven analysis of complex data sets
We bring structure, insight and scope for action to your data world.
Our way of working - from the idea to productive AI
- Use case identification & evaluation
We work with you to analyse which tasks are best suited to AI – technically, economically and organizationally. - Data analysis & prototyping
Our data experts check your data situation and develop an initial proof of concept to assess impact and feasibility. - Model training & validation
We use real data to train AI models and validate them using realistic business cases. - Integration & go-live
We implement your solution in existing systems or build suitable applications from scratch. - Monitoring, retraining & further development
An AI thrives on feedback – we ensure long-term maintenance, further development and maximization of benefits.
Successfully implemented projects (selection)
- AI-supported production planning – AI generates machine allocation in seconds
- Visual quality inspection with computer vision – Deep learning replaces manual visual inspections
- SmartGPT – internal ChatGPT, linked to internal data sources for quick document and information searches
Supplier risk monitor – Early warning system for critical supplier performance
FAQ - Frequently asked questions
"Why T.A.S. FORCE?" Your questions, our answers
Why T.A.S. FORCE?
- We speak business AND AI – we understand processes, not just algorithms
- Strong in-house team – data engineers, ML engineers, developers & IT project managers
- Focus on practice & impact – no gimmicks, but productive applications
- Data sovereign & GDPR-compliant – your data remains secure and under control
- Open to technology & agile – customised, not vendor-dependent
When do you need our AI expertise?
- You want to start your first AI projects – but need implementation expertise
- You have data, but no usable insights
- You want to automate processes, reduce errors or understand customers better
- You are looking for a partner who integrates business, IT and data science