Machine Learning Enabled Analysis
Data-driven technology scouting that identifies emerging technology outbreaks
Investment strategies optimized by quantitative R&D investment analysis
Intellectual property portfolio assessments supported by global technology trends and machine- learning analysis of competitor R&D investments
Technology roadmap support that augments investment & acquisitions strategies with “best- tech” insertions
The fundamental challenge with technology horizon scanning is that it is a really big horizon.
One Defense takes a data-driven approach by using Machine Learning to identify and assess innovations applicable to clients' technology portfolios by leveraging ML-derived classification systems, proven complex systems network analysis algorithms, and “outbreak detection”
This data modeling enables quantitative & rapid identification of emerging technology areas, as well as the likely adjacent applications for mature technologies, fostering insights into market opportunities, strategic partnerships, and near-term solutions for technology integration.