Deploy an integrate platform that combines Artificial Intelligence technology,
deep Machine Learning algorithm and elastic database inquiring technology with cutting edge econo-physics and econometric tools as user friendly and intuitive presentation tool.
TECHNOLOGY
OUR TECHNOLOGY
We've developed this solution for institutions and organizations that need mega-data management and analysis. Specifically designed to perform in a quantitative data environment, ULTRA can be used for analysis of economic and social data at the national level, intra-national or inter-continental data flow or to monitor and predict micro and macro trends. Our tech-team, however, can adapt ULTRA capabilities to virtually every partner-specific need including our own developed Predictive Technology, Machine Learning and Artificial Intelligence.
DEEP-LEARNING ADVANCE COGNITIVE MODELING
Algorithms are designed with cognitive intelligence and
auto-directional metrics that boost flexible decision trees if abundant data sets are available.
ECONOPHYSICS INTEGRATE COMPONENT
Our platform integrates theories
and methods originally developed
in physics. When applied it solves today's economics challenges and policies paradigms, including uncertainty or stochastic processes and non-linear dynamics.
PERTURBATIVE MULTIVARIATE NON LINEAR MODELING
We can see how future estimation
of output variables depends on past data points under varying conditions. Our perturbation mechanism allow
us to model the sensitivity of a
given variable to changes of some conditions.
SMALL FOOTPRINT DEVELOPMENT FOR NEW DATA-FORMAT
Our micro coding component solutions allow our platform to manage new data formats in a specific manner that reduces up to 60% the amount of storage and machine power needed to elaborate the data.
HIGH DATA THROUGHPUT
We can easily elaborate high
volume of variables per second.
The slim database inquiring process facilitates data movement through the platform sections, reducing time, machine and computational power needed for transmitting and data manipulation.
DATA FILTERING, TRANSFORMATION & AGGREGATION
We deploy an unprecedented
filtering capability thanks to our back-end software structure,
allowing the user to access
data information in ultra-easy
and user-friendly environment.
AUTO CHECKING METRICS
The platform is equipped with an independent validation algorithm and filter such as Kalman Filter,
Particle Filter, GARCH model of obtained models with past data.
Together with the cognitive
modeling architecture, these components guarantee the delivery
of a functioning model with an
extremely high level of validity.
ELASTICSEARCH TECHNOLOGY
We deploy our own appendix of elasticsearch code with superfast data indexing, storage and query processing system with clustering, data sharing, high availability, automatic data replication and distributed query processing for large amounts of data.
PRINCIPLE & INDEPENDENT COMPONENT ANALYSIS
We can track sensitivity, correlations, dimensionality reduction and
identify groups of correlated
variables acting in a similar manner
on a given output variable
and integrate the discovery
with our ArtificiaI Intelligence.
