AVAWATZ COMPANY
CLARIFIER: a data labeling and curation system that ingests, auto-labels, and curates large volumes of complex data for machine learning applications
- Sector
- Software
- Headquarters
- Addison, TX
- Total capital
- $2.7M
- Federal grants
- $2.7M
- 7 awards · 2019–2025
- Sector median 0 awards
- 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
- 0
- 6 pending
Capital timeline
Latest events
- Federal grantHomeland Security · Phase II · This FY24 SBIR Phase II Contract Supports Development Of Software To Support Law Enforcement In Immigration And Law Enforcement Activities. This Action Falls Within Section 2(D) And 4(A) As A Non-covered Contract.$1.0M
- Federal grantHomeland Security · Phase I · CLARIFIER - Data Labeling and Curation at Scale (DLCS) for Machine Learning Algorithms$174K
- Federal grantDefense · Phase I · DARI - Mobile TE-UAS$200K
- Federal grantDefense · Phase II · HAYA AI for Improved Airfield Inspection Hazard Detection Location Mapping$1.0M
- Federal grantHomeland Security · Phase I · ARWEN - Soft Targets and Crowded Place Security$150K
- Federal grantDefense · Phase I · SOPHIA - Wide Area Monitoring and Alerting: Visualization for Real Time ISR Sensemaking and Situational Awareness$150K
- Federal grantDefense · Phase I · GALEN - Medical Monitoring, Recording, Diagnostics$75K
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.
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
USPTO · 0 granted of 6- PendingSystems and Methods for Trust-Aware Error Detection, Correction, and Explainability in Machine Learning and Computer VisionUSPTOApplication 18816968
- PendingSystems and Methods for Adaptive Data Labelling to Enhance Machine Learning PrecisionUSPTOApplication 18656988
- PendingSystems And Methods For Trust-aware Error Detection, Correction, And Explainability In Machine Learning And Computer VisionUSPTOApplication PCTUS2024044063
Show all 6 patent records
- Systems and Methods for Trust-Aware Error Detection, Correction, and Explainability in Machine Learning and Computer VisionMar 6, 2025 · Application 18816968Pending
- Systems and Methods for Adaptive Data Labelling to Enhance Machine Learning PrecisionNov 14, 2024 · Application 18656988Pending
- Systems And Methods For Trust-aware Error Detection, Correction, And Explainability In Machine Learning And Computer VisionApplication PCTUS2024044063Pending
- Systems And Methods For Adaptive Data Labelling To Enhance Machine Learning PrecisionApplication PCTUS2024028134Pending
- Systems and Methods for Trust-Aware Error Detection, Correction, and Explainability in Machine Learning and Computer VisionApplication 63579789Pending
- System and Method for Labeling, Evaluation, and Improvement of Training and Testing Data for Machine LearningApplication 63501030Pending
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
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Data freshness
SEC Form D filings through . SBIR and STTR awards through .