AI & Data

Become a data-driven powerhouse. We'll help you design and build scalable AI solutions that fuel your success.

<b>SOTEC</b> </br> AI System Lifecycle

SOTEC
AI System Lifecycle

AI Discovery Workshop

Our ML Experts advising you in ideation, feasibility validation. You will get a requirement summary and a high level roadmap for a desired Use Cases

Data Preparation

Based on our proven technologies (e.g. vision box, cloudplug, scitis framework) we are able to provide you a pragmatic approach in accelerating the phase of data collection and preparation

Modelling

You have the choice, either SOTEC will provide out of the box solutions (e.g. QUAlL, for quality inspection) or assist you in training of ML models and AI applications, and customize large language models (LLMs) e.g. using Google Vertex AI or BigQueryML

Deployment and Integration

We help you realize the real-world potential of your AI by deploying your models in various industrial settings, such as edge environments, shop floors, integrated robotic systems, warehouse systems and kitchen workflow systems

Monitoring and Optimisation

Count on us for a full spectrum of ML Operations support, including performance optimization, drift detection, and continuous model improvement through retraining and updates. (e.g. Freudenberg verlinken

SOTEC AI System Lifecycle

1

AI Discovery Workshop

Our ML Experts advising you in ideation, feasibility validation. You will get a requirement summary and a high level roadmap for a desired Use Cases

2

Data Preparation

Based on our proven technologies (e.g. vision box, cloudplug, scitis framework) we are able to provide you a pragmatic approach in accelerating the phase of data collection and preparation.

3

Modelling

You have the choice, either SOTEC will provide out of the box solutions (e.g. QUAlL, for quality inspection) or assist you in training of ML models and AI applications, and customize large language models (LLMs) e.g. using Google Vertex AI or BigQueryML

4

Deployment and Integration

We help you realize the real-world potential of your AI by deploying your models in various industrial settings, such as edge environments, shop floors, integrated robotic systems, warehouse systems and kitchen workflow systems

5

Monitoring and Optimisation

Count on us for a full spectrum of ML Operations support, including performance optimization, drift detection, and continuous model improvement through retraining and updates. (e.g. Freudenberg verlinken

Our Services & Offerings

SOTEC AI Exploration Suite

Experience AI’s transformative power with SOTEC exclusive working model, designed to boost efficiency and drive innovation for your business.

  • Gen AI Use Case Workshop
  • Vision AI Feasibility Studies

SOTEC Quality Inspection Layer

Reach unprecedented quality levels with AI-powered precision that instantly detect even the most subtle defects, provide a seamless training, deployment, and management of sophisticated machine learning models, and scales effortlessly via Quail Edge.

  • (Image Anomaly detection)
  • (Assembly inspection)
  • Cosmetic inspection
  • Robotic empowered quality inspection

AI @ Edge Integration

Enable the next generation of smart systems by deploying and managing AI on local edge architectures ( SOTEC Edge Stack or Siemens Industrial Edge).

Data Aggregation and Integration 

Optimize your data management with SOTEC Intelligent Manufacturing Cloud (powered by Scitis.io) to ingest, analyze in real time, and store only the data that drives your business.

Gen AI empowered robotics

Bringing AI to the physical world of robotics, enabling intuitive human-machine collaboration where robots understand natural language commands to reason, plan, and execute complex tasks in dynamic environments.

Predictive AI Engineering

Pioneer innovative predictive AI engineering practices that deliver foresight, optimize performance, and drive strategic advantage for our clients.

Solutions & Case Studies

Quail

Quail (Quality Inspection Layer) is a flexible Cloud/Edge solution designed to enable visual quality inspection through the power of advanced AI by Google. 

MLOps automation at Freudenberg Performance Materials

SOTEC helped to automate the generation of ML models for improving thei inline visual quality inspection processes for non-woven products.

The Power of AI and Natural Language at Hannover Messe 2024

Hannover Messe 2024 was a resounding success! As a Google Partner, SOTEC was honored to showcase our cutting-edge technology at the Google Booth. We were excited to demonstrate how easy and intuitive it can be to control complex robotic systems using the power of natural language and Google’s Gemini language model.

Unleashing Data Potential: How SOTEC’s Agentic AI Transforms Data Analytics

For many organizations, the promise of AI in data analytics often feels just out of reach. At SOTEC, we’re making it a reality with Agentic AI, leveraging Google’s Agent Development Kit (ADK) to fundamentally transform how we extract insights. Forget the days of tedious manual queries; our specialized data science agent is here to unleash your data’s true potential.

Technologies

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