Large Data Analytics

Centauri creates and uses state of the art machine-learning algorithms to process massive amounts of data, at scale, in order to provide timely intelligence exploitation and analysis to end-users across the globe.

Our integration of artificial intelligence into all phases of the Tasking, Collection, Processing, Exploitation, and Dissemination (TCPED) cycle allows us to provide new insights from previously intractable datasets as well as rapid visualization of those insights and deployment to the warfighter.

Our Approach

Centauri follows the Project Maven/Joint Artificial Intelligence Center strategy of integrating artificial intelligence and machine learning into all facets of our services and expertise. Centauri actively promotes opportunities to keep scientists and engineers working in the state of the art, be it from publishing papers on innovative, new algorithms, to attending big-data oriented conferences in the commercial industry or making the latest hardware available via Amazon Web Services (AWS).

Centauri invests in resources, education and, most importantly, human Intelligence to make artificial Intelligence a core, corporate capability.

 

Related Capabilities

Intelligence
Analysis

Centauri subject matter experts accumulate information relative to the national security interests of our clients.

Machine Learning and Artificial Intelligence

Centauri engineers work closely with their subject matter experts to design and train expert-informed algorithms.

Modeling Simulation and Analysis

Centauri’s MS&A team focuses on enabling our customers to make data-driven decisions to discover best-value solutions.

Multi-Intelligence Analysis

Centauri brings proven tradecraft principles from all facets of the intelligence cycle.

Rapid
Prototyping

Design, suitability, end-use considerations and safety are always at the forefront of our prototyping processes.

Intelligence
Analysis

Intelligence Analysis is the application of individual and collective cognitive methods to weigh data and test hypotheses within a sub-context. The capacity to develop timely, well-formulated strategic intelligence is vital to the security of Centauri clients. Our analysts collect information from a wide-range of individuals and connect the similarities of their knowledge, which will create a shared truth.

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Machine Learning and Artificial Intelligence

Advances in computational hardware, algorithms, and an explosion of available training data have enabled machine learning algorithms to achieve human-level competency on a range of important tasks. Department of Defense (DoD) and Intelligence Community (IC) sensors are now providing more data than can be reasonably processed by trained analysts. Hence, it is critically important to leverage modern machine learning techniques to enable rapid, reliable processing of data so that the analyst can be maximally effective.

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Modeling Simulation and Analysis

Modeling Simulation and Analysis (MS&A) is a group of engineering processes that involves the study of system components, the development of mathematical and physics-based algorithms that can be coded into numerical software models and/or simulators. Modeling and simulation is used to explore solution trade space and evaluate alternatives to provide detailed insights to analytical questions.

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Multi-Intelligence Analysis

Multi-INT analysis involves the processing and correlation of intelligence data from a multitude of collection sensors and methods. The distinction between Multi-INT and all-source analysis is slight, but revolves around the intent of the analysis and the level of processing necessary to accomplish production requirements. Analytic tradecraft is essential to timely and accurate representation of Multi-INT analysis when the large breadth of requirements is considered. Today’s intelligence operations are data rich environments where productive analysis requires smarter, more efficient means of getting the best information in the right context to its many customers.

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Rapid
Prototyping

Centauri performs rapid prototyping in our state-of-the-art in-house facilities. Our Engineering Prototype Center (EPC) is configured to support our rigorous design, build, inspect and verify product development philosophy. The EPC consists of a host of composite processing, additive manufacturing, mobile workstations, material storage, inspection and test equipment and instrumentation, housed within a 2,100 square foot laboratory. Prior to fabrication of prototypes, rigorous design and analyses are performed by our engineers and designers to understand the suitability of the prototypes for desired end-use and testing. Industry-standard and Centauri-developed analysis tools are used throughout the prototyping process. Design, suitability, end-use considerations and safety are always at the forefront of our prototyping processes to ensure repeatability, configuration management, and processing.

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