AllRead Machine Learning Technologies is a Computer Vision Deep Tech Startup developing a cutting-edge Character Recognition Technology, based on a Deep Learning neural network model. Our Lead partners are the Mobile World Capital Barcelona and the Computer Vision Center of Barcelona AllRead MLT tracks down, extracts and converts into Big Data the relevant alphanumeric text from operational environments, using Visual Computing software. Text represents data and appears omnipresent in the value chain of companies with industrial processes (serial numbers, ID codes, meter readings...). AllRead MLT creates value through an innovative and frictionless (mobile) solution to gather data, providing automatic and accurate extraction of the targeted content in operations. It improves efficiency reducing repetitive manual tasks and allowing immediate digitization and processing of the information. AllRead MLT focuses on the Logistics, Utilities and Manufacturing sectors, and is commercialized through a Software-as-a-Service and a Software Development Kit, able to run directly on mobile devices. AllRead MLT was launched through the collaboration of the Mobile World Capital Venture Building program as our Lead Investor and the Center of Computer Vision at the Universidad Autonoma de Barcelona.