Emerging Technologies
Our products will change the way you view the world
Image Matters products and services take full advantage of the latest advances in Web, geospatial, Semantic-AI, analytics, and Cloud technologies. Our products add unprecedented “intelligence” to service-oriented solutions for clients in commercial, defense, intelligence, homeland security, environmental, natural resource management, and other markets. Image Matters is best known for innovative serviced-based solutions that address critical capability gaps and quickly deliver extraordinary value.

FactWeave®
Image Matters specializes in building “intelligent” knowledge-based service solutions for next-generation fusion, analytics, and situation awareness. Our flagship product, FactWeave®, provides a full range of tools and services for full life cycle intelligence processing, analysis, and production. FactWeave features innovations in data-to-knowledge integration and triage; knowledge encoding, enrichment, disambiguation, and management; customizable analytic models that enable intelligent filtering, fusion, analytics, and reasoning; and knowledge visualization, collaboration, and publishing.
Charting the path to actionable object and activity intelligence
FactWeave addresses critical capability gaps in data fusion, analytics, and situation awareness technology, namely: robust, unified semantic models for objects and activities; methods for machine-encoding and exploiting structured knowledge; rigorous tracking of provenance, pedigree, and quality; and multi-modal analytics and machine reasoning techniques.
eXperience Reality®
eXperienceReality® (XR) provides users on the go with compelling, immersive, location-based, mixed reality experiences. Experts use XR’s Curation Tools to create mixed reality content for one or more sites. Users can then experience this content while visiting these sites using XR’s mobile app on their phones or tablets.

Creating immersive mixed reality experiences for users on the go

Semantic-AI
The next generation of artificial intelligence (AI) at Image Matters combines formal semantic techniques with Natural Language Processing (NLP), Machine Learning (ML), and Deep Learning (DL). Semantics hold the foundational role of establishing semantic coherence throughout AI processes. This is essential to “intelligent” assistive services and automation. It is also critical to streamlining fusion, analytics, prediction, and awareness workflows.
Data Science
Robust data science is critical to achieving high system integrity and cross-enterprise integration and interoperability. Structured knowledge (with formal semantics) constitutes a critical new chapter of data science. It is entwined with next-generation analytics and reasoning logics. It is foundational to Semantic-AI.

Towards a knowledge-centric future
Innovative big data approaches
Advancing data science
For more than a decade, Image Matters has been advancing data science techniques and guiding its clients towards a knowledge-centric future. We specialize in knowledge-enabling the enterprise by adding a semantically-coherent “Knowledge Layer” that machines can reason about to provide real-time situation awareness and actionable information products.
Conventional big data approaches will not work for many problem sets. Such approaches apply tedious, human-intensive, error-prone methods to big data mining, wrangling, analytics, and visualization. Moreover, data-centric approaches are plagued by semantic coherence issues, which is the bane of automation and analytic fidelity.
Knowledge-centric techniques are imperative to next-generation Semantic-AI approaches to fusion, analytics, prediction, and awareness. Image Matters centers on this core idea, taking data science to new levels.
A cross-cutting people-process-tools approach to innovation

FactWeave ® is a federally registered trademark owned by Image Matters LLC (2013). Any unauthorized use is expressly prohibited.
Experience Reality® or eXperience Reality® is a registered trademark owned by Image Matters LLC (2018). Any unauthorized use is expressly prohibited.
XR™ is an unregistered trademark of Image Matters LLC (2017) and may appear alongside eXperience Reality® in applications and literature, e.g., XR-Tours™.