Machinery Analytics
Machinery Analytics provides automated image and time-series analysis for battery cell manufacturing, accelerating development and reducing scrap rates through advanced machine learning models.
Services
Machinery Analytics provides automated image and time-series analysis throughout the battery cell manufacturing process. Their services accelerate the development of new chemistries, enhance confidence in supplier materials, and decrease scrap rates. They utilize automated machine learning models to find and measure features of interest during both the development and manufacturing processes. Additionally, their platform identifies and measures features in various types of images such as SEM, TEM, optical microscopy, X-ray, and tomography images. Their services include the detection of unusual events in large time-series datasets and an unsupervised learning algorithm to detect performance anomalies in cell cycling.
Products
Machinery Analytics offers image analysis software used with optical microscopy to map active material distribution, agglomeration distribution, and coating texture for NMP-free cathode coatings. Their software automates the analysis of complex materials to generate actionable insights. The product suite includes flexible pricing plans to cater to different needs such as Proof of Concept, Enterprise, and Small Business plans. These plans vary in features, from preliminary analysis and platform demonstrations to integration of various image types and time-series data, custom ML models, and cloud-hosted database access.
Sector
Machinery Analytics operates within the battery cell manufacturing sector, with a focus on enhancing the efficiency and accuracy of the production process. Their technology is particularly geared towards reducing scrap rates and increasing confidence in supplier materials through automated image and time-series analysis. They cater to manufacturers looking to develop new chemistries and improve the overall quality of their battery production through advanced analytical tools and machine learning models.
Flexible Pricing Plans
Machinery Analytics provides flexible pricing options tailored to different business needs. The Proof of Concept plan includes preliminary analysis of up to 100 images, a time-limited platform demonstration, and in-depth meetings with engineers. The Enterprise plan offers extensive features like integration of various image types, time-series data, custom ML models, and live access to cloud-hosted databases. The Small Business plan includes access to the standard user interface and existing ML models, along with standard platform functionality. These plans support businesses of various sizes in optimizing their manufacturing processes.
Location
Machinery Analytics is located at 1260-1111 W Hastings St, Vancouver, BC. This location serves as the headquarters for their operation, providing a central point for their advanced analytical services and customer support. The Vancouver-based office is equipped to handle client inquiries, project implementations, and to provide support for their innovative automated image and time-series analysis solutions.