Crayon

Crayon operates a global, customer-first and vendor-agnostic IT consultancy. At Crayon, we help our customers build the commercial and technical foundation for a successful data-driven digital transformation journey.  We focus on creating new revenue streams, cutting costs through automation and optimization, and increasing operational efficiency via our solutions.

Since the establishment of our Data & Artificial Intelligence practice, we have successfully deployed more than 100 models for our customers globally in industries such as Manufacturing, Maritime, Agriculture and Retail. These successes awarded us with the Microsoft Global AI & Machine Learning Partner of the Year in 2019.

Our Technology Offers

Infrastructure Anomaly Detection Utilizing Machine Learning

This solution is one among numerous AI and Machine Learning solutions developed at our Data & AI Center of Excellence. The solution automates manual inspection and monitoring of pavement and other infrastructure by identifying anomalies such as cracks and other damages. The solution is powered by Machine Learning, which not only identifies anomalies accurately, but also excludes occlusions, shadows, and other artifacts. It is a proprietary developed Computer Vision and Machine Learning algorithm to identify anomalies, and it has greatly reduced the resources necessary to conduct inspection and monitoring in areas such as pavement inspection, where the effort to inspect per ~1 hectare was reduced from 1 week to 1 hour.

Inspection of infrastructure, such as pavement, is a time and human resource heavy task. By providing the inspectors with automated reports and insights on the areas to be surveyed, organizations can optimize their human resources to focus on value adding tasks and complex decision making.

The target user of our solution includes Smart City solutions providers, infrastructure maintenance service providers, construction, property and real estate developers, drone manufacturers and/or service providers. We are looking for industry partners and/or technology partners to collaborate to prove the feasibility of the solution in the region.


Animal Weight Estimation Utilizing Computer Vision
  • This solution is one among numerous AI and Machine Learning solutions Crayon has developed at our Data & AI Center of Excellence. Our solution automates the current manual process of weight measurement of animals. This process currently involves significant resources and accuracy is difficult due to animal movement. It also increases the animals stress for each weighing, which affects their eating habits and can affect the quality of the end-product. By removing the animal’s exposure to humans as part of this process the risk of contamination and increased stress of the animal is reduced, providing a higher quality end-product.
  • This solution utilizes proprietary developed Computer Vision and Machine Learning algorithms to identify animals and accurately predict their weight, removing the need of human intervention until the final stage. The solution can predict the weight of multiple animals utilizing one single camera.
  • The target user of our solution includes the animal husbandry industry, precision livestock farming market, livestock monitoring solutions providers. We are looking for industry partners and/or technology partners to collaborate to prove the feasibility of the solution in the region.
Singapore