Technology
Mitek Analytics provides Analytics Engines for enterprise software applications in the Industrial Internet of Things (IIoT). Our software can be integrated into existing IIoT software ecosystems that combine Operational Technology (OT) data and IT systems to create best in class advanced analytics for mission-critical industrial systems such as Operational Digital Twins. Our analytics engines have well defined inputs, outputs, and configuration settings. The analytics
- Are conceptually refined and clear; analytical concepts and models are well documened. The analytics have been developed, verified, and validated through many man-years of highly skilled effort.
- Are not custom case-specific Data Science solutions, though they use Data Science scale of data and approaches.
- Are not a direct application of a standard Machine Learning (ML) algorithm, though they use ML methods as components.
- Are not in-database processing algorithms, though they might use results of database queries in ML, statistics, signal processing, controls, and optimization algorithms.
What We Offer
Our analytics engines are intended for building automated enterprise applications used by field, business, and operational personnel in multiple industry verticals. The engines ingest data and automatically generate compact value added information. Our advanced analytics are developed by PhD data scientists and implement substantial accumulated knowledge.
The advanced IIoT analytics is a new technical area that is separate but related to existing analytical disciplines
- It is related to Operations Research - but uses big data collected from OT systems
- It is related to Signal Processing - but is not limited to embedded processing of streaming data
- It is related to Decision and Control - but uses IT systems for data-driven modeling and automated tuning
- It is related to Machine Learning - but is rigorously verified, validated and backtested
- It is related to Statistics - but is automated and does not require statisticians beyond the development stage
Why Mitek Analytics
Mitek Analytics knows how to extract value from vehicle, machine, or industrial system data in the Industrial IoT (IIoT). The mission-critical IIoT analytics require rigorous ‘rocket-science’ engineering design, verification, and validation to guarantee meaningful results. We have proven unique analytics engines for the IIoT applications. The development builds on work with many marquee organizations in aerospace (including NASA and US Air Force) and other industries.
Mitek uses open architecture for its analytics engines. This allows rapid integration of our advanced analytics solutions with existing data science applications and IIoT platforms. Our analytics can be integrated with many data management and processing platforms as well as with a variety tools for visualization and presentation of the results.
Analytics engine integration might require some upfront effort that is supported by Mitek Analytics and could include customization, commissioning, configuration, and algorithms tuning. To learn more, email us at This email address is being protected from spambots. You need JavaScript enabled to view it. or call 650-400-3172.
Resources
Our solutions are based on cutting edge research in Data Science for Industrial IoT. Some of the research can be accessed through the resources included below.
Technical Papers
Industrial Internet of Things Seminar at Stanford
Intelligent Energy Systems Seminar at Stanford
Mitek Analytics LLC
Palo Alto, CA 94306 • This email address is being protected from spambots. You need JavaScript enabled to view it.