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Welcome

Machine AnalyticsTM, a company in the Boston area, provides analytics and data fusion consultancy services for clients in government and businesses. The company develops customized solutions using a combination of in-house, commercial-off-the-shelf, and publicly available tools. The benefits to our clients are increased business intelligence, enhanced decision support, and greater process efficiency via automation, leading to significant cost savings and profits. Machine Analytics arranges on- and off-site analytics and data fusion training courses customized to a group’s specific needs with materials from books published by in-house experts. Read more about us ...

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Contact us for a free consultation or to obtain a free demo version of our tools.

Click here for details on forthcoming business analytics and data fusion training courses in Cambridge, MA.

Government R&D


Advances in systems and sensors provide today’s warfighters with an opportunity for significantly larger awareness of the battlefield. However, with these new capabilities comes the ever-more pressing need to combine the increasing number of different and dispersed structured and unstructured data sources into a comprehensive picture of the battlespace.

Network Centric Warfare Concept

We have a wide experience in government R&D projects in intelligent computing areas such as multi-sensor data fusion, decision support, planning and scheduling, cognitive agents, and situation and threat assessment. The field of data fusion is of particule interest to us with a published book. Fusion has been around since the mid-eighties with a purpose of extracting intelligence from multiple data sources and thereby providing associated decision ... Read more...

Belief Distribution

Business Analytics


Traditional business analytics have so far focused mostly on descriptive analyses of structured historical data using a myriad of sound statistical techniques. The trend is now strongly towards predictive analytics and text analytics of unstructured data. Our approach is to augment/enrich numerical statistical techniques with symbolic artificial intelligence, data mining/machine learning and control theoretic techniques.

Analytics case studies

DIKW Hierarchy


For example, we extend factor analysis with subspace methods such as principal component analysis, regression analyses with probabilistic causal modeling, ... Read more...

Analytics news and articles

Intelligent Decision Aiding System

Training Courses


Machine Analytics has been giving tutorials and training courses on- and off-sites of companies and government labs and at conferences. These training courses are intended to provide a detailed understanding of both the cutting-edge and the most commonly used technologies for analytics and multi-sensor data fusion. Some are as broad as covering computational approaches to situation assessment and decision making.

Attendee testimonials

Computational Business AnalyticsData Fusion Book

On-site tutorials are customized to the specific need of a group. The content of these tutorials are drawn heavily from books by in-house experts, especially two recent ones ...

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