# TECHNOLOGY LICENSING OPPORTUNITY: SmartTensors AI

Canonical: https://abierto.us/opportunities/s133364

- Solicitation number: S-133364
- Notice type: Special notice
- Status: Closed. Deadline was December 20, 2025 at 7:00 PM EST
- Department: Department of Energy
- Contracting office: Triad - DOE Contractor (899015)
- NAICS: 541715 Research and Development in the Physical, Engineering, and Life Sciences (except Nanotechnology and Biotechnology)
- Product or service code: 7A21 Business Application off-the-shelf software delivered by perpetual license, which also encompasses enterprise level software enabling mission capability and business operational support.
- Place of performance: Los Alamos, New Mexico
- County: Los Alamos County (FIPS 35028). https://abierto.us/counties/los-alamos-county-nm-35028
- City: Los Alamos. https://abierto.us/cities/los-alamos-nm-3542320
- First posted: December 5, 2025
- Last posted: December 5, 2025
- SAM.gov: https://sam.gov/workspace/contract/opp/0198f944943948c29d0c1b6ac12e9a19/view

## Description

Crucial signals can be overlooked in big data. Los Alamos National Laboratory has developed software—SmartTensors AI Platform—that uses unsupervised machine learning to sift through massive datasets and identify hidden trends, mechanisms, signatures, and features buried in large high-dimensional data tensors (multi-dimensional arrays). Recognizing data dependencies facilitates the discovery of new phenomena and new mechanisms, which enables informed decisions.

SmartTensors transforms and compresses hundreds of trillions of data bytes into manageable pieces of information. Applications include analyses in medicine, disease spread and prediction, energy extraction, carbon sequestration, climate change, economics, infrastructure stability, anomaly detection, and national security.

LA-UR-21-26550 https://tensors.lanl.gov/ R&D100 Award Winner 2021: https://youtu.be/ni3EgQVypbQ LANL Tech Partnerships: Unlock the Innovative Potential Los Alamos National Laboratory offers a wide range of cutting-edge technologies and capabilities that may provide your company with a competitive edge in the market and unlock the innovative potential that can enhance, refine, and revolutionize your products.

LANL’s licensing program focuses on moving inventions developed by our researchers to commercial innovations. Patented and patent pending inventions and copyrighted software are available to existing and start-up companies through exclusive and non-exclusive licensing agreements. For specific discussions, please contact licensing@lanl.gov.

**Note:** This is not a call for external services for the development of this technology. https://www.lanl.gov/engage/collaboration/feynman-center/partner-with-us/licensing-technology https://www.lanl.gov/engage/collaboration/feynman-center/tech-and-capability-search

## Publications

- December 5, 2025: Special notice, due December 20, 2025 at 7:00 PM EST. Notice 0198f944943948c29d0c1b6ac12e9a19. https://sam.gov/workspace/contract/opp/0198f944943948c29d0c1b6ac12e9a19/view

## Points of contact

- Satya Srinivasan, licensing@lanl.gov

---
Source: SAM.gov Contract Opportunities bulk extract. Confirm deadlines on SAM.gov before responding. Cite https://abierto.us/opportunities/s133364.