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 Infrastructure & Processing

Utilize our proven technologies such as Vision Box, Cloudplug, or the Scitis Framework to significantly accelerate your data collection. We ensure efficient processing of your raw data so that it can be used immediately for analyses and ML models.

Modelling & Implementation

The choice is yours: use our ready-to-use solutions such as Quail for automated quality testing, or opt for custom development. We support you in training specific ML models and tailor large language models (LLMs) precisely to your needs—using powerful platforms such as Google Vertex AI or BigQueryML.

Deployment and Integration

We bring your AI models to where they create value. Whether as a high-performance edge solution, directly on the shop floor, or integrated into complex robotics and logistics systems, we ensure seamless integration into your existing infrastructure—right down to specialized workflow systems in the catering industry.

Monitoring and Optimisation

We ensure the long-term success of your AI solutions. Our comprehensive MLOps support includes continuous performance optimization, precise drift detection, and ongoing model improvement through targeted retraining and updates. Link to Case Study

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 Infrastructure & Processing

Utilize our proven technologies such as Vision Box, Cloudplug, or the Scitis Framework to significantly accelerate your data collection. We ensure efficient processing of your raw data so that it can be used immediately for analyses and ML models.

3

Modelling & Implementation

The choice is yours: use our ready-to-use solutions such as Quail for automated quality testing, or opt for custom development. We support you in training specific ML models and tailor large language models (LLMs) precisely to your needs—using powerful platforms such as Google Vertex AI or BigQueryML.

4

Deployment and Integration

We bring your AI models to where they create value. Whether as a high-performance edge solution, directly on the shop floor, or integrated into complex robotics and logistics systems, we ensure seamless integration into your existing infrastructure—right down to specialized workflow systems in the catering industry.

5

Monitoring and Optimisation

We ensure the long-term success of your AI solutions. Our comprehensive MLOps support includes continuous performance optimization, precise drift detection, and ongoing model improvement through targeted retraining and updates. Link to Case Study

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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