InnoVisions™ is a complete Machine Learning platform, customizable to address your unique data analytics needs.
INNOVIM Data Engineers have been developing innovative data management and analysis techniques for big data and complex data sets for more than twenty years. We have supported diverse architectures, services, and platforms. We recognize the challenges organizations face with their data environment. Migrating from small data sets with many data sources and platforms into an extensive, complex data set is not without potential problems. We have developed various system architectures to perform data analytics and AI architectures for our customers. Selecting the right data management platform and the relevant tools are crucial decisions in performing analysis on voluminous and complex data. Engineering the optimal system architecture requires in-depth knowledge about the capabilities of these platforms and tools. We have meticulously tested various tools and integrated the best of them into one scalable platform.
InnoVisions™ has all the functionalities and flexibility to perform data analytics and machine learning tasks on any available data. InnoVisions enables decision-makers to gain actionable insight and drive immense and measurable value to their organization.
InnoVisions™ uses the most advanced tools to ingest and extract diverse data sets and offers complex event processing for meaningful ingest events and responding to them quickly. Anomalies or other exciting patterns trigger an event in the system that can start additional processing or logic. We treat datasets generated from the data pipeline as products and apply a data product development lifecycle. Our approach will give data products a well-defined schema with versions and release cycles and documentation (including information about data retention and latency). Our engineers develop customer applications as encapsulated artifacts regardless of the actual deployment mechanism. The advantage is that the customers’ developer can then clone the source code repository and run the application with minimal effort.
We will perform requirements capture and analysis with your stakeholders to create and maintain the data pipeline architectures that best fit your needs. We will incorporate your data and dataflow into the InnoVisions data pipeline architecture. INNOVIM data scientists can identify and apply the best models for your data analytics and machine learning tasks. Bottom-line impact: This will enable our team to build algorithms that will map raw data into a form that maximizes information.
There are several distinct, goal-dependent ways that we apply Machine Learning. For Supervised Learning, we will use Classification and Regression algorithms to extract useful information from complex observations. With Unsupervised Learning, we will remove the data’s key features to optimize the supervised learning and enhance product teams’ decisions. We use Reinforcement Learning to learn adaptive solutions that achieve the best result for our customers. We will reach your project objectives regardless of the methods chosen.
Let INNOVIM engineers and data scientists manage your Big Data and analytics project, assisting you with intelligent data-driven, and insightful decision-making process. Regardless of the complexity of your project. We manage your project and assist you throughout the project lifecycle to achieve your goals: