AI/ML case

- AI assistant trained on our internal documentation such as the employee handbook

- AI-powered auto-transcription

- A solution that automatically transcribes speech to text

- Analyzed energy consumption data from manufacturing processes

- Built an AI model that detects and classifies anomalies in time series data

- Laid the groundwork for predictive maintenance based on energy patterns

GetReach

What: Worked with investigating how AI can be used to automatically classify which topics are raised in podcast episodes.

Organization: GetReach

Industry: Pod

Employees: -

Revenue: -

Technologies & Methods: Artificial Intelligence

b>What? Modernize customer service by shifting from reactive to proactive support, using connected dishwashers that report real-time status and enable automated actions.

Organization: Nordisk Clean Solutions

Industry: Commercial Kitchen Equipment / Service

Number of Employees: approx. 45

Revenue: > Approx. SEK 85 million (2023)

What? Develop an AI-based internal tool that automatically extracts key data from incoming project requests and matches them with consultant CVs – enabling faster and more accurate lead and resource management.

Organization: Softhouse (Internal Project)

Industry: Consulting / Talent Management / Internal Innovation

Number of Employees: Approximately 300 (Softhouse Group)

Technologies and Methods: AI, Natural Language Processing (NLP),

What? Develop an AI-based solution that automatically interprets construction drawings to identify objects and calculate surface areas – supporting more efficient cost estimation in construction projects.

Organization: Spectra Mark

Industry: Construction / Civil Engineering / Early-Stage Project Digitalization

Number of Employees: Approximately 50

Revenue: Not publicly available

Technologies and Methods: AI, Image Analysis, Edge Detection, Object Recognition,

What? Develop an AI-based solution to analyze household energy consumption and classify the presence of electric vehicles and/or heat pumps – supporting better customer insights and optimized grid operations.

Organization: Kraftringen Energi AB

Industry: Energy / Power Supply / Sustainability-Driven Digitalization

Number of Employees: Approximately 300

Revenue: Approx. SEK 2.5 billion (2023)

Technologies and Methods: Machine Learning, AI, Sequential Data Analysis, Classification Models, Energy Statistics, Customer Segmentation, AI-Powered Insight Generation

What? Develop an AI-powered solution for real-time quality control of photomasks in the manufacturing process.

Organization: Mycronic

Industry: Advanced Manufacturing / Electronics / Laser Patterning

Number of Employees: Approximately 1,500 globally

Revenue: Approximately SEK 5.5 billion (2023)

Technologies and Methodologies: Computer Vision, Machine Learning, Image Analysis, Automated Image Classification, Real-Time Data, Production Integration, AI-Powered Decision Support

ImSys

What? Developing a powerful chip simulator to replicate real-world chip operations

Organization: ImSys AB

Industry: Industry

Technologies & Methods: AI/ML, Computer Vision, Deep Learning, MLOps