Uncover your hidden data treasures
A wealth of expertise in data analytics and artificial intelligence
Strategic consulting
Roadmapping
Forecasting
Data visualisation
AI solutions
Predictive maintenance
Why data science AI?
With our solutions and expertise, we help you to develop your roadmap and to capture, process and understand objects, data and images. We use common methods such as the Cross-Industry Standard Process for Data Mining (CRISP-DM). We support you from the initial concept through prototyping to productive application.
Benefits of data science AI for your business
Improved decision-making
Automation of tasks
Predicting trends
More efficient operating processes
Personalised services
Higher customer satisfaction
Our approach
How we implement the CRISP standard for data mining
Business Understanding
In the first step, we determine the potential of data analytics AI for your business. Which use cases come into question? What goals should be achieved? What is the expected added value? These goals, once defined, can be refined going forwar
Data Understanding
We then consolidate the available data. This includes analysing sensor data, for example. We check the quality of existing data and evaluate whether new data sources may need to be developed for the desired use cases
Modeling
In the next step, we create a statistical model to solve the given problem. Here we rely on methods such as feature engineering, machine learning (supervised, semi-supervised, unsupervised), artificial neural networks (ANN) and deep learning (DL)
Evaluation
The implemented model is then reviewed in detail. The analysis and evaluation focus on performance, but also on the achievement of the defined goals
Deployment
The final step involves integrating the model into a productive environment and deploying it in the intended process
Which data science AI tools we work with
- R
- Python
- SAP Cloud AI
- Tensorflow
Use cases
- Technical labels or components are photographed. The numbers or objects identified are used to select materials in SAP systems
- The meter reading and meter number are extracted from the photo of a meter and the values are automatically posted in the SAP system
- People or vehicles can be detected and counted, for example, to determine the utilisation of rooms, buildings or parking bays
Services
- Customised tailored model for the optical detection of objects or persons
- Continuous improvement of recognition by integrating further display options
- No hardware required at the customer’s premises, hosting via teamative
- Scalable in terms of volume
Discover our services
Service
teamative Flex
Accelerate your IT projects! Our staffing service provides you with qualified IT workers – from individual experts to complete teams.
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DevOps as a Service
We make DevOps fly for you in practice, with proven toolchains, service and consulting, as well as through the sourcing of experienced teams.
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AMS for individual software
With the teamative Application Managed Service for individual software, we ensure stable and trouble-free operation of your applications – scalable, plannable and transparent.
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Tech-Smart Sourcing as a Service
Whether individual IT experts or entire teams – we cover all your IT personnel requirements from a single source and provide you with the right women and manpower.