Patent Portfolio
This portfolio highlights selected intellectual property developed through applied systems thinking and invention. Each entry is presented in plain language to clarify intent, application, and current status.
How These Patents Are Presented
Patents are summarized to emphasize the problem addressed, the underlying insight, and potential applications. Legal scope and claims are discussed during licensing conversations rather than published here.
Regime Validation Engine for High‑Risk Systems
Complex models often produce confident outputs even when their underlying assumptions no longer hold. This creates hidden risk for organizations relying on simulations, AI, or predictive systems in critical decisions.
By providing a proprietary way to validate when analytical methods are appropriate and when they must be restricted or suspended. It helps organizations avoid false insights, reduce decision risk, and apply advanced analysis only in regimes where it remains reliable.
Applications
AI & Machine Learning R&D
Simulation & Digital Twins
High‑Risk Decision Platforms
Model Governance & AI Safety
Status
Patent Pending (US)
Availability
Licensing or acquisition discussion
Boundary-Safe Framework for Interpreting Complex Systems
Organizations misclassify complex biological, cognitive, and behavioral phenomena by forcing them into the wrong explanatory models, leading to flawed decisions, policy errors, and misplaced interventions. This problem is felt most in high‑stakes research, safety, and evaluation contexts where interpretation mistakes are costly.
The unified, non‑collapsing framework that keeps different functional domains separate while allowing coordinated analysis. It enables clear boundary setting, identifies when a model no longer applies, and prevents moralized or diagnostic overreach, supporting more reliable, defensible decisions.
Applications
Consistent neurocognitive classification standards
AI and human‑systems teams
Policy risk analysis behavioral phenomena interpretability
Enterprise platforms enabling boundary-aware data analysis
Status
Patent Pending (US)
Availability
Licensing or acquisition discussion
Resilient Execution Control for Long‑Running Computational Systems
Complex software systems can break down when calculations become unstable, undefined, or exceed system limits, especially during long‑duration or extreme operations. This creates costly failures, restarts, and loss of continuity for organizations relying on advanced computation.
Introducing a novel control approach that treats unstable computational outcomes as execution artifacts rather than real system states. By redirecting execution through a protected control state, systems can continue operating in a stable, repeatable way without cascading errors or shutdowns.
Applications
Mission-critical continuous extreme simulation platforms
Robust adaptive AI analytics pipelines
Long-horizon optimization planning systems
Fail-stop simulation environments
Status
Patent Pending (US)
Availability
Licensing or acquisition discussion
Dynamic Regulatory Framework for Non‑Diagnostic Neurocognitive State Classification
Neurocognitive assessment systems rely on static diagnostic labels that fail to capture dynamic regulation, variability, and recovery over time. These approaches leave gaps in population coverage and often pathologize differences rather than describing functional states.
This invention introduces a non‑diagnostic classification framework that organizes neurocognitive function into a complete set of dynamic regulatory states. It provides a living reference for balance and recalibration that supports longitudinal understanding without enforcing normative ideals.
Applications
- Neurocognitive State Monitoring
- Adaptive wellness platforms
- Human performance optimization
- Non‑diagnostic mental health analytics
Status
Patent Pending (US)
Availability
Licensing or acquisition discussion
Adaptive Ergonomic Tool Interface
Addresses physical strain and inefficiency in repetitive manual tool use across varied applications.
A force-aware interface that adapts to different users and tasks to reduce strain without adding complexity or customization.
Applications
Hand tools
Drywall workflows
Industrial maintenance
Repetitive-use equipment
Status
Patent Granted (US)
Availability
Licensing or acquisition discussion