CONTEXTUALIZE, LLC
A software platform that translates between neural networks and physics-based constitutive relationships to analyze federated data across distributed manufacturing systems.
- Sector
- Software
- Total capital
- $256K
- Federal grants
- $256K
- 1 award · 2021
- Rank in peer group#28 of 63
- Private capital raised
- None on recordNo Form D filings on SEC EDGAR. Some raises are not filed.
- Federal contracts
- None on recordNo federal contract awards found.
- Granted patents
- None on recordNo USPTO grants. Applications publish after 18 months.
Capital timeline
Latest events
- Federal grantNSF · Phase I · SBIR Phase I: Agent-Based Identification of Constitutive Relationships from Large Manufacturing Datasets$256K
Node area is scaled to amount. Form D reports securities sold, which can differ from an announced round; filings are numbered in the order they were made.
Standing among 63 peers
Line = medianSoftware · Platform
- Federal grants#28 · top 44%
Cumulative measures favor older companies. Rankings describe position today, not outcome. Below the median, ranks show as a band rather than a number.
Founders and team
No founders are linked to this company yet.
Founders appear once a person is matched to the company through its own patents, grants or filings. We never infer people from social profiles.
Checked: USPTO inventors; federal award principal investigators; SEC Form D related persons · Oct 23, 2026
Claim this profile to add your teamWhat it has protected
No granted patents are on record.
USPTO usually publishes applications 18 months after filing, so recent applications may not be visible yet. Patents assigned under a different entity name won’t match.
Checked: USPTO granted patents and published applications · Oct 23, 2026
Related companies, and why
- IndustrialML, Inc.Similar federal contract value in Software · null in contracts
- Conduit Ag, Inc.Similar federal contract value in Software · null in contracts
- Qualytics, Inc.Similar federal contract value in Software · null in contracts
- FLINTpro Corp.Similar federal contract value in Software · null in contracts
- Calco Holdings LLCSimilar federal contract value in Software · null in contracts
- Reelay Meetings, Inc.Similar federal contract value in Software · null in contracts
Sources
Federal grants from SBIR/STTR, NIH, NSF and DoD records. Federal contracts from USAspending.gov. Private capital from SEC Form D. Patents from USPTO. Publications from OpenAlex. Regulatory activity from the Federal Register. Press matched on company name.
How to read this page
Figures show associations in public records, not causes or predictions. Nothing here is investment advice. An em-dash means no record was found under this company's name, not that none exists.
Data freshness
SEC Form D filings through . SBIR and STTR awards through .