Data Analysis
Modern technologies and gradually decreasing costs of data storage are making generating and archiving of digital data easier. It is a pity not to make use of the information contained in data.
Our services and consultancy in the field of large-scale data processing include:
Design of Data Collection System
Data collection method affects to a large extent the subsequent explanatory value of information gained from this data. Therefore, it is necessary to focus on this area and collect data in a way to make them usable for further analysis.
In this context, ARM offers its services in the following areas:
- creation of methodology for data collection, processing and evaluation,
- design of the structure of collected data,
- set up of the data collection process,
- validation of data collection methodology,
- review of data collection process setup,
- verification of data structure.
Design/Revision of Data Processing System
The field of digital data is evolving quickly. Methods that were valid not long ago may no longer apply today. Likewise, the technology that enables data processing continues to advance. Therefore, it is necessary to update also the procedures of data processing and data evaluation.
In this context, ARM offers its services in the following areas:
- evaluation of methodology for data collection, processing and evaluation,
- data quality assessment via performing logical, type and content checks based on own know/how and/or based on client requirements.
Optimization Models
Optimization is often carried out, for example, in:
- operating a logistics network,
- determining the effective distribution and quantity of stored goods,
- transporting goods/materials between warehouses or to customers,
- efforts to make production more efficient,
- involving employees in individual phases of the production process.
In connection with optimization models, ARM provides the following services:
- Design of an optimization model (the model’s operating logic is based on our know-how and is adapted to the client’s requirements)
- Development, calibration, and validation of an optimization model
- One-time execution of the model or assistance during its implementation
- Presentation of the model’s outputs in a comprehensible form
Data Mining
- Identification of areas and processes whose optimization can serve as added value for your company
- Proposal of follow-up steps for implementing measures that can contribute to increasing efficiency in the identified areas
Predictive Models
Predictive models make it possible to estimate the probable development of the monitored characteristics based on historical data and statistical methods. Our range of services in this area includes:
- Detection of behavior patterns or identification of interdependencies in your data
- Creation of a predictive model (e.g., for future demand volume, number of clients, etc.)
- Regular calibration of the model ensuring its up-to-dateness
- Consulting in production planning taking into account the outputs of predictive models
- Financial planning based on the expected development of market factors