Data Analysis

Driving Innovation with Data and Artificial Intelligence

The path toward becoming a modern data-driven organization requires AI, Machine Learning and digitization. To function well, these tools must have high quality data which is deployed into optimized data structures. Generating such data and creating these structures is a common block for companies becoming a data-driven organization. Our expertise and proven technologies enable us to bring you through these initial steps quickly and sustainably.

Our Expertise

Icon=Target group

Data Strategy

We start with an examination of the existing data assets and an understanding of your corporate vision. Our focus is to minimize cost, reduce development time and avoid pitfalls later in the process.

  • Review existing data products
  • Document system landscapes and data streams
  • Optimization requirement estimation
  • Present a set of technically feasible options
Icon=ai

Data Management

We will build the tools needed to bring data analysis and interpretation to the core of your business process.

  • Visualization
  • AI driven analysis
  • Real Time Data Monitoring
  • Customized dashboards for process management
  • Automated capture and transformation of big data into usable metrics: Selection, cleansing, integration, modeling and validation of data
Icon=Life Cycle

Data Production

Set in place data processing technologies and continual processes to unlock cost savings over the long term.

  • Predictive maintenance algorithms driven by sensor data
  • Feature extraction from large data sets
  • Classification and recommendation systems built with machine learning
  • Digital Twin creation and ongoing simulation
  • Natural language processing
  • Cloud service integration

Tools, Technologies & Frameworks

We measure success in saving customers resources both immediately with an improved data processing pipeline and in the long term by keeping them free from costly proprietary tools. That is why we develop our solutions based on the open CRISP DM framework and leverage independent and open source tools wherever possible. We use tools such as Power BI or Grafana to visualize the data in interactive dashboards. Further, we incorporate components in a modular fashion, maximizing customer flexibility into the future.

Other tools in the fields of Data Engineering and Machine Learning that we work with:

  • Open Source
  • Kubernetes
  • Apache Spark
  • Apache Flink
  • Apache Kafka
  • AWS: Glue ETL, Kinesis Streams
  • Custom Built with PyTorch
  • Open Source Models: Natural Language Processing (Llama, DeepSeek, BERT) or Image (YOLOv11)
  • Proprietary (ChatGPT, Claude)
  • Retrieval Augmented Generation (RAG) for NLP Models

Custom Solutions for Every Stage

Easily get started with us, regardless of the stage your project is in.

Linova_Implementierung

Starter

Advice on developing strategies for the efficient use of data

✓   Digital Assessment
✓   Digital business models
✓   Data strategy

Linova_Optimierung

Optimizer

Support in the analysis and visualization of data as a basis for decision-making

✓   Data analysis
✓   Business Intelligence
✓   Big Data

Linova_Start

Implementer

Acquisition of data and development of solutions with state-of-the-art technologies

✓   Data enhancement
✓   Data production
✓   Software engineering

Schedule a Meeting Now

Free of Charge, No Obligations.

Sandra von König
Senior Sales Manager

I look forward to talking to you!

No Project Is Like Another.

We have completed over 300 successful projects since our company was founded in 2008. Here you can get an insight into our references:

Telematics-supported proposal preparation

Learn more

Telematics-supported proposal preparation

From concept development to rollout: Optimization of an after-sales portal for a leading automotive manufacturer.
Read more

Off-aircraft tracking, inventory and workshop management

Learn more

Equipment Tracking System

How we simplified the maintenance of aircraft components: A software solution for monitoring lifetime monitoring of stock levels and deadlines.
Read more

Sensor-based orthopedic aftercare

Learn more

Sensor-based orthopedic aftercare

Knee rehabilitation via app: sensor-based movement tests and progress tracking for patients and therapists.
Read more

We work in a collaborative and professional manner.

Small

#experienced

Over 17 years of experience and more than a hundred successful digital transformation projects – we create tailor-made solutions for you.

Icon#nachhaltig

#sustainable

We use recognized methods and innovative approaches to ensure that every initiative is not only technically successful but also creates long-term value for your business.

Icon#massgeschneidert

#tailor-made

Our consultations, workshops, and assessments are tailored to your specific needs, with the goal of developing innovative solutions and fostering sustainable transformation.

Icon#partnerschaftlich

#collaborative

We value a personal, trust-based, and long-term collaboration. This fosters knowledge exchange, innovation, and effective adaptation to change.