THE UBIX PLATFORM

THE COGNITIVE DATA SCIENCE PLATFORM AND FRAMEWORK FOR ENTERPRISES

UBIX | WORKSPACE

Collaborate in an intelligent visual workspace that’s code-free for data engineering and data science teams.

BI TOOLS

Visually analyze data without writing code. Make Spark-based analytic data available to all business users with familiar tools such as Tableau and Qlik.

NOTEBOOKS

Use open source tools like Jupyter, RStudio, and Python with our big fast data architecture and include custom models in our visual workspace and workflows.

APPLICATIONS

Unlock the value of the enterprise data science and AI pipeline by connecting seamlessly and continuously to production applications and business processes.

UBIX | ORCHESTRATED APACHE SPARK PLATFORM

The Ubix Platform wraps and orchestrates multiple open source technologies under a comprehensive, and effective Apache Spark (Lambda) architecture. These technologies support an end-to-end data science process and focus machine learning algorithms on the PROCESS of data science itself. In other words, the Ubix Platform teaches itself how to be more efficient and how to anticipate user queries using a patent-pending learning engine.

  • Data Shaping & Engineering – Automated data shaping speeds ingest, cleanse, join, restructure, and transform tasks without programming. Dynamic profiling eliminates manual data wrangling.
  • Task & Process Engine – Captures each action taken and each result achieved – positive or negative – and feeds the learning engine to enhance the performance of the data science team.
  • Learning Engine – Suggests next best action based on analytical workflows during a project and monitors ongoing improvement opportunities in workflows and models in development and production.
  • Policy & Governance – Documents entire analytic process lifecycle for transparency, reproducibility, and auditability.
  • API – Provides easy to use, intuitive, and expressive set of routines, protocols, and tools for building and integrating other analytic applications (RESTful APIs, JSON).
Open Source Storage and ML/DL/AI Libraries

UBIX creates an agile, turnkey approach to big, fast data architecture and data science that helps you start quickly and build intelligently

Apache Spark, Cassandra, Kafka, MongoDB, Elasticsearch, HDFS (vendor neutral), Parquet, TensorFlow, Vowpal Wabbit, SparkML, H2O Sparkling Water, Keras, R, Python

DEPLOYMENT OPTIONS

UBIX is available on all cloud hosting platforms and may be deployed in your datacenter/cluster. UBIX may be deployed entirely within its own VPC in your account to provide an additional layer of security and isolation.

Amazon Web Services / Microsoft Azure / Google Cloud Platform / IBM Cloud / On-premise (Docker-based)

Amazing things happen when people and computers think together

OPEN SOURCE BIG, FAST DATA ARCHITECTURE

UBIX creates an agile, turnkey approach to big, fast data architecture and data science pipeline that helps you start quickly and build intelligently

Open Source: Turnkey, powerful open source technology yields performance, capability and cost advantages not possible with proprietary data architectures.

Embedded ML/DL/AI: Scale knowledge by training models with embedded open source AI learning system libraries including Vowpal Wabbit, SparkML, H2O Sparkling Water, TensorFlow, Keras, among others.

UBIX APIs are an easy to use, intuitive, and expressive set of routines, protocols, and tools for building and integrating other analytic applications.

END-TO-END PROCESS SUPPORT

UBIX delivers a data science platform that supports your data science team across the entire data and analytics pipeline

Easier data prep: Automated data shaping speed ingest, cleanse, join, restructure, and transform tasks completed without programming. Dynamic profiling eliminates manual data wrangling. Intuitive workspace: No-code visual workspace supports collaboration of data science teams in the performance of tasks across the entire data and analytics pipeline. Easy deployment and monitoring: Easy deployment of models as a web service for use in applications. Continuous model performance monitoring and retraining with feedback data.

Patent-pending AI Learning engine

UBIX invented a learning engine that analyzes and learns from the tasks and teams and augments past, present, and future projects

Knowledge Collection: Each action taken and each result achieved – positive or negative – feeds into the learning engine to enhance performance of data science team.

Recommendation AI: Nudges suggest next best action based on analytical workflows during project and ongoingly monitor improvement opportunities.

Early warning system: Analysts are immediately alerted as soon as a deployed model performance drifts, as well as identifying possible future areas of concern.

With UBIX, faster insights are only the beginning

UBIX learns from your work as a data science team and automatically alerts you to patterns, insights, and opportunities