Patent Portfolio
Data Dynamics builds intellectual property in manufacturing data, AI agents, ontologies and legacy modernization. Status as of September 29, 2026.
100% AI patent portfolio
Every patent we hold is AI-related
All of Data Dynamics’ patent applications and registrations relate to AI. Our portfolio spans manufacturing data analytics and operations, AI agents, ontologies and legacy modernization, building core technologies that connect data and AI.
100%
AI Patents
30
Total patents
19
Registered
11
Pending (under examination)
30
AI-related
Patent Portfolio
Data Dynamics builds intellectual property in manufacturing data, AI agents, ontologies and legacy modernization. Status as of September 29, 2026.
| No. | Title of invention | Status |
|---|---|---|
| 01 | Method, device and system for generating and operating AI agents based on manufacturing process data | Registered |
| 02 | Method, device and system for providing a recommendation-type manufacturing data catalog based on user activity history | Registered |
| 03 | Method for AI-based generation and automatic execution of recovery scenarios by fault situation | Registered |
| 04 | Method, device and system for early anomaly detection using AI-model-based sensor data | Registered |
| 05 | AI-based quality control method for product quality uniformity | Registered |
| 06 | Method for providing an AI agent that detects anomalies through manufacturing data flow analysis | Registered |
| 07 | Method, device and system for operating a traceability AI agent that tracks process flow using time-series manufacturing data | Registered |
| 08 | Method, device and system for automatically generating a predictive-analytics AI agent based on equipment operating conditions and fault history | Registered |
| 09 | Method, device and system for automatic classification and visualization of quality anomalies from semiconductor manufacturing process history data | Registered |
| 10 | Method, device and system for operating an AI agent that optimizes process allocation based on AI analysis of worker status | Registered |
| 11 | Method, device and system for operating an AI agent that forecasts supplier delivery-delay risk and re-schedules production | Registered |
| 12 | AI-based method for automatic derivation of inspection items for operation-managed target systems | Registered |
| 13 | Method, device and system for automatic indexing and search optimization of manufacturing data metadata | Registered |
| 14 | AI-model-based method for per-stage quality verification and automatic correction of collected manufacturing data | Registered |
| 15 | AI-based platform for sharing manufacturing data analysis results in collaborative environments | Registered |
| 16 | AI-based method for predicting product recall risk by fusing production history and customer VOC data | Registered |
| 17 | Method, device and system for production planning and inventory management using AI-agent-based supply chain and inventory data | Registered |
| 18 | Method, device and system for workforce management and training recommendation based on AI-driven worker-skill and work-history analysis | Registered |
| 19 | Method, device and system for automatic material inspection and quality classification to minimize procurement risk using AI models | Registered |
| 20 | Method for composing an AI agent for automatic cleansing and predictive-model generation of manufacturing process data | Pending |
| 21 | Method for generating ontologies from legacy source code using an AI model | Pending |
| 22 | Method for processing relational structures of legacy data using natural language | Pending |
| 23 | Method for maintaining real-time consistency by identifying substantive conflicts between ontology data | Pending |
| 24 | Method for ontology synchronization and migration across platforms | Pending |
| 25 | Method for validation and automatic parser updates in response to source code changes in dynamic ontology environments | Pending |
| 26 | Method for ensuring cross-ontology data integrity between legacy and modernized systems using multi-master replication | Pending |
| 27 | Method for automatically converting legacy security policies into an ontology-based access control model | Pending |
| 28 | Method for automatically generating ontology-based query execution plans to optimize computing resource utilization for each user | Pending |
| 29 | Method for ontology-based automatic visualization generation and relationship inference for time-series data analysis | Pending |
| 30 | Method for generalized entity resolution and feedback learning based on ontology structures | Pending |
- 01RegisteredMethod, device and system for generating and operating AI agents based on manufacturing process data
- 02RegisteredMethod, device and system for providing a recommendation-type manufacturing data catalog based on user activity history
- 03RegisteredMethod for AI-based generation and automatic execution of recovery scenarios by fault situation
- 04RegisteredMethod, device and system for early anomaly detection using AI-model-based sensor data
- 05RegisteredAI-based quality control method for product quality uniformity
- 06RegisteredMethod for providing an AI agent that detects anomalies through manufacturing data flow analysis
- 07RegisteredMethod, device and system for operating a traceability AI agent that tracks process flow using time-series manufacturing data
- 08RegisteredMethod, device and system for automatically generating a predictive-analytics AI agent based on equipment operating conditions and fault history
- 09RegisteredMethod, device and system for automatic classification and visualization of quality anomalies from semiconductor manufacturing process history data
- 10RegisteredMethod, device and system for operating an AI agent that optimizes process allocation based on AI analysis of worker status
- 11RegisteredMethod, device and system for operating an AI agent that forecasts supplier delivery-delay risk and re-schedules production
- 12RegisteredAI-based method for automatic derivation of inspection items for operation-managed target systems
- 13RegisteredMethod, device and system for automatic indexing and search optimization of manufacturing data metadata
- 14RegisteredAI-model-based method for per-stage quality verification and automatic correction of collected manufacturing data
- 15RegisteredAI-based platform for sharing manufacturing data analysis results in collaborative environments
- 16RegisteredAI-based method for predicting product recall risk by fusing production history and customer VOC data
- 17RegisteredMethod, device and system for production planning and inventory management using AI-agent-based supply chain and inventory data
- 18RegisteredMethod, device and system for workforce management and training recommendation based on AI-driven worker-skill and work-history analysis
- 19RegisteredMethod, device and system for automatic material inspection and quality classification to minimize procurement risk using AI models
- 20PendingMethod for composing an AI agent for automatic cleansing and predictive-model generation of manufacturing process data
- 21PendingMethod for generating ontologies from legacy source code using an AI model
- 22PendingMethod for processing relational structures of legacy data using natural language
- 23PendingMethod for maintaining real-time consistency by identifying substantive conflicts between ontology data
- 24PendingMethod for ontology synchronization and migration across platforms
- 25PendingMethod for validation and automatic parser updates in response to source code changes in dynamic ontology environments
- 26PendingMethod for ensuring cross-ontology data integrity between legacy and modernized systems using multi-master replication
- 27PendingMethod for automatically converting legacy security policies into an ontology-based access control model
- 28PendingMethod for automatically generating ontology-based query execution plans to optimize computing resource utilization for each user
- 29PendingMethod for ontology-based automatic visualization generation and relationship inference for time-series data analysis
- 30PendingMethod for generalized entity resolution and feedback learning based on ontology structures