Powerful, complimentary tools
Our products contain ground-breaking technologies, which build on top of each other to provide a full service for large enterprises, and yet at the starting level can be used by an individual Data Scientist.
UBIX Advanced Insight Portal
Pricing on request
The full suite of tools, powered by UBIX Stack to build an advanced QuestionGraph, which users can visualise and engage with using Interax, which in turn drives advanced machine learning through AutoCurious, giving the enterprise the power to answer any question, and learn from their insights and actions.
Pricing on request
With UBIX Embedded, our partners can build an advanced QuestionGraph to sit beneath their product or service, accessible via an API. They can make full use of any of the advanced interactive visualisations, all of which are driven by the fully featured UBIXstack engine running underneath.
UBIX Community Edition
Featuring all of the power of the core UBIXstack engine, the Community Edition allows data scientists and developers to quickly and easily deliver highly sophisticated analytic solutions based on the latest Spark and machine-learning approaches, deployed directly to your AWS instance.
UBIX is built on a platform of four key pieces of technology, each of which is tightly integrated with the others, to provide a seamless experience. For example, the end user may drill down on a graphic element via an Interax visualisation, that is powered by UBIXstack, while exploring an investigative pathway they discovered in QuestionGraph. All the time, AutoCurious will be learning from their activities, capturing vital insights, making additional improvements and revealing further insights for the organisation to capitalise.
UBIX AutoCurious applies machine learning to machine learning, to perform the more mundane and obvious tasks within data science, those that are repetitive and easily learned by its meta learning layer. It is based on the principle that there are about 200 core data science tasks we must master in order to solve problems across industries, and by knowing how and when to ask for a “NUDGE”, where a data scientist or subject matter expert can provide a moment of insight - the irreplaceable flash of "HUMAN BRILLIANCE". UBIX AutoCurious learns from these user inputs, dramatically increasing the productivity of any investigation path, so that not only do the UBIX Advanced Insight Portals add immediate value from the first day of implementation, but UBIX is consistently learning and growing in capability. AutoCurious can:
- be trained to perform specific data science workflows in a repeatable and scalable fashion
- perform not just one investigation path, but thousands of investigation paths in parallel
- learn from interactions and nudges across the user community
- apply learning across problem and industry domains, bringing disparate expertise and insights together
The primary purpose of mastering massive data and automating hard tasks is to make it easy for the enterprise to ask for and consume advanced analytic insights. This is where the UBIX interaction fabric shows its power. First off, most insights can and should be displayed in the form of a visualization, or other chart. Making advanced analytics consumable and understandable means pictures! Lots of them. Out of the box, UBIX ships with 42 interactive visualizations and with our SDK you can easily extend to add new niche domain plots. But the display of a plot is just the first step. In the emerging world of visual analytics, users expect to interrogate and interact with the charts to get to the next advanced question. UBIX Interax and UBIX AutoCurious communicate constantly, enriching our visualisations with relevant paths to investigate from our UBIX QuestionGraph to provide a powerfully simple experience for the user.
Under the hood, UBIX leverages integrated open source big data stack (with Hadoop, Spark, Cassandra, Kafka, Elastic Search), while offering a high level of abstraction (via an API) that exposes the strength of each technology and enables optimal usage of the core technology by applying best patterns and practices as a result of the team’s experience and expertise accrued over multiple person/years. In particular the technology stack allows us to
- Create full data pipelines: ingestion, transformation, predictive modelling, aggregations and statistics
- Deliver streaming, interactive and batch workloads under the same "lambda" architecture
- Scale to petabytes: with no additional performance tuning required
- Integrate with machine learning innovations: currently includes MLLib, Vowpal Wabbit, Sparkling H2O, Python and R, et.al.
- Deploy on-premise or cloud: while remaining service-provider agnostic - no dependence on any single cloud managed service
- Deliver Enterprise class services: via high availability, resilience, security, interoperability, and ease of management
Many of our customers have invested heavily in understanding the semantics of their data (via semantic index or schema), which is certainly a valuable exercise. However, we believe that understanding what is “interesting” about your data (as revealed by a semantic graph) only serves to provide a long list of things you should do about it… overwhelming possibilities emerge that will exhaust the existing data science teams simply trying to get the next project out of the door. UBIX AutoCurious takes a semantic understanding of the data and creates a QuestionGraph that maps to the data science tasks. The graph can contain many types of questions, each of which can be altered via parameters, and combined in different patterns to create investigative pathways. The result is a QuestionGraph which can answer billions of questions.