Case Studies & Success Stories
Manufacturing
Global Food Manufacturer: Capacity Modelling and Process Steering
Challenge: A global food manufacturer needed to optimize their beer production planning and improve accuracy in predicting production outcomes.
Solution: We developed a virtual model of the customer's production plant, enabling them to test various scenarios and predict their impact on beer production.
Results:
- Enhanced planning accuracy by accounting for unpredictable elements
- Improved decision-making guided by historical data
- Increased production efficiency and reduced waste
Global FMCG Manufacturer: Reducing Innovation Lead Time
Challenge: A global FMCG company sought to accelerate their product innovation process without compromising quality.
Solution: We implemented AI co-workers to semi-automate the product innovation process, working in collaboration with human experts.
Results:
- Reduced innovation cycle time by 35-40%
- Accelerated time-to-market for new products
- Enhanced creativity and efficiency in the innovation process
Chemical Manufacturing
Steel Manufacturing
Leading Chemical Manufacturer: Cooling Capacity Forecasting
Challenge: A leading chemical manufacturer needed to optimize PVC production by accurately predicting cooling tower water temperatures.
Solution: We analyzed sensory and weather data from 2015 to 2021, using regression models, including an advanced LightGBM model, to forecast cooling tower water temperatures.
Results:
- Improved forecast accuracy, reducing average error from 1.90 to 0.51
- Increased production by 2-8%
- Enhanced operational efficiency and resource management
Global Steel Manufacturer: Automated Asset Deterioration Analysis
Challenge: A global steel manufacturer needed to optimize steel wire quality by ensuring uniform phosphate coverage.
Solution: We built and implemented a custom AI solution to transition from manual to data-driven inspection. Our machine learning models now predict phosphate density directly from raw SEM images.
Results:
- Enhanced precision and efficiency in quality control
- Reduced manual inspection time and errors
- Improved overall product quality and consistency
Public Sector
European Public Sector Organization: AI Advisory
Challenge: A European public sector organization needed guidance on ethical AI deployment and adherence to guidelines.
Solution: We provided ethical advisory and technical use case assessments for their AI-based solution.
Results:
- Ensured responsible AI deployment
- Strict adherence to ethical guidelines
- Enhanced public trust in AI initiatives
Regulatory Agency: Knowledge Sharing Solution
Challenge: A regulatory agency needed to improve efficiency in drafting contracts and clauses by making vast collections of documents easily searchable.
Solution: We developed an AI solution using advanced NLP techniques to create an intelligent search engine for their document collection.
Results:
- Significantly improved efficiency in drafting contracts and clauses
- Enhanced knowledge sharing across the organization
- Reduced time spent searching for relevant information
European Digital Agency: AI Competence Center Establishment
Challenge: A European public sector digital agency needed to identify and prioritize AI use cases to enhance their operations.
Solution: We partnered with the agency to ideate, assess, and prioritize AI use cases, focusing on design thinking and fraud detection.
Results:
- Successful implementation of innovative AI solutions
- Enhanced operational efficiency and security
- Establishment of an AI competence center within the agency