Machine Learning as a Service
to Accelerate your Digital Transformation
Folio3’s Machine Learning As a Service Solutions for Enterprises
Research on neural networks and developments in deep learning algorithms over the last two decades has led to the development of many real-world applications. Enhanced computing power, availability of big data and advancements in algorithm capabilities have opened the door for more innovative Machine Learning as a service applications to be produced. Moreover, self-driving cars enabled by Artificial Intelligence technologies, advanced cancer diagnosis tools and predictive maintenance successes have reinforced the capabilities of Deep Learning, Artificial Intelligence and Machine Learning.
Artificial Intelligence and Machine Learning algorithms have enabled companies to utilize highly-customized solutions equipped with advanced Machine Learning capabilities. These algorithms can be integrated with image & video analytics, and can be coupled with emerging technologies like augmented reality & virtual reality in order to gain a competitive edge over competitors and ensure customer satisfaction.
With over decades of experience, Folio3 has helped partner companies, from across industries, embrace digitalization. Artificial Intelligence and Machine Learning are now playing an increasingly critical role in this process:
Predictive Engineering and Maintenance Analysis
Design and Automation
Data Acquisition and Analytics
Production Planning and Commissioning
Utilizing Operational Data to Improve Processes
Our Machine Learning as a Service Approach
Folio3 can tailor the development approach as per your needs, whereby following a predefined process based on best practices:
Submission of a hypothesis
Scope and feasibility of the project defined Delivery of a Proof of Concept
Algorithm development with regular touch points Final delivery and live deployment
Enhanced understanding of customer needs and alignment on the end-goal has helped Folio3 build successful Machine Learning as a service applications. To ensure that everybody is aligned in the direction the project is steering in, a proof of concept is delivered. This is a simplified version of the solution with limited functionality, however it helps demonstrate how the algorithms would work.
Artificial Intelligence and machine learning can be used to achieve great things but it is equally important to deliver a rich user-experience. For this purpose, Folio3 encourages regular touchpoints with customers and relevant stakeholders.
Machine Learning as a Service Projects We Deliver:
ATM Cash Forecasting
The system helps banks in avoiding both out of cash and over stock situations. It is a per-ATM cash outflow predictor, proposing LSTM-based deep learning models on time-series data.
Utilize Our Open-Source Platform for Maximum Control Over Your Machine Learning As a Service Application
Machine Learning as a service by Folio3 is a collaborative platform with a simple interface that enables you to build, test and deploy machine learning applications without having to write code. It utilizes preconfigured machine learning algorithms and data-handling modules and supports open-source technologies, whereby you can choose from thousands of open-source packages and machine learning components.
Moreover, Folio3 Machine Learning as a service includes features that help automate model generation and tuning to enable the creation of models that are more efficient and accurate. This cloud-based service can be used to build better and faster models. Once the model is ready, it can be deployed in a container to be used in the cloud or on premises. These models can be tested multiple times for you to find the best solution. The machine learning pipelines offer an opportunity to collaborate at every step of the process, from data preparation to model training and from evaluation to deployment.
What We Do Right
Provide technical expertise and build robust solutions to ensure sustainable growth in the digital economy
Deliver the best solution in the best possible manner at the best price points
Maintain an enriched ecosystem for guidance to increase efficiency
With our Machine Learning as a service platform, we offer our clients the opportunity to create their own machine learning applications