Data Analytics

Data-deterministic solutions with unprecedented speed and accuracy.

Modern organizations rely on data for many things, including: improving their products and services, gathering user intelligence, and pioneering industry-changing technology. But far too many businesses find themselves in possession of large quantities of data without the ability to capture all the information within it, or have the level of reliability within their data analysis to drive innovation and intelligent decisions.

Some of their top data analytics challenges include:

Assumption-based statistics.

Current statistical models rely on a series of necessary assumptions in order to operate. These assumptions inevitably interject bias into the analysis and lead to less accurate results. In addition, these tools provide output that frames results in terms of assumed data distributions, probabilistic estimations, standard deviations, and confidence intervals, as opposed to accurate results.

Imprecise model fitting.

Model fitting that relies on pre-determined selection of models, human supervision, and assessment without the ability to autonomously detect anomalous data, compromises the integrity of results and potentially skews the true nature of the information contained within data-sets.

Processing efficiency in data analysis.

Reliable decision making from complex data interrogations must be able to keep pace with a world where “big data” are streaming toward us faster and in greater quantities all the time. The processing power required to perform calculations is moving beyond the capacity of many systems and producing lag-time constraints that degrades the value of data analysis. This is especially problematic in a world where new applications with real-time decision-making capacities are critical.

Autonomous, reliable, repeatable solutions.

Ellipsoid Analytics offers data-deterministic solutions that remove error-prone assumptions from the equation. Ellipsoid Analytics offers data-deterministic solutions that remove error-prone assumptions from the equation. Working in real-time, our analytics tools can process data and deliver 100% accurate results at high-speed – often with the processing capacity you already have on-board. Our analytics can autonomously identify and adjust for anomalies, thus providing a correct, reliable outcome every time.

Data analytics capabilities include:

Core Equilibrium Analysis (CEA) — Data-Deterministic Numerical Assessment

Numerical equilibrium is the EA alternative approach to current methods of data analysis – which is at the heart of our ability to find critical information at very high-speed and accuracy. CEA will immediately find the absolute center point of any data set without assumptions or the need to pre-determine calculation starting points, allowing users to summarize and analyze every aspect of the data set faster and with more accuracy than previously possible.  When numerical balance is achieved for every data point in any data set with respect to every other data point in that set, and with respect to the one unique center point simultaneously, there are powerful, data-deterministic insights that your data reveal.  

Autonomous Regression Tool (ART) — Linear & Multiple Regression and Functional Model Fitting

Traditional regression models rely on estimations and assumptions about the data set that can lead to broadly accurate, but spurious results. Our technology bypasses these estimations and autonomously fits the ideal functional model to any data set. As a data-deterministic system, it can produce a highly accurate representation while eliminating the possibility of human error.  EA’s unique ability to autonomously identify anomalies in real-time makes all the difference.  

High-Accuracy Functional Models: Sensor Data Management (SDM) — Alternative to Autoregressive Integrated Moving Average (ARIMA)

With the current rate of innovation in using real-time data for decision-making, organizations need a data analytics tool kit that can easily adapt to high-speed streams of incoming data and produce highly accurate and meaningful results when needed. Our “ARIMA alternative” tool that we call SDM (for Sensor Data Management) incorporates new data seamlessly and accurately, producing real-time output, often with the processing equipment you use today.  You can count on the tightest range of allowable deviation possible and autonomous identification of anomalies in real-time, everytime.