Vision AI

Transparent, interpretable AI models for high-stakes decision making.

Challenge

High costs from reactive maintenance.

Solution

Real-time Fuzzy Bolt diagnostics on 26+ signals.

Impact

Optimized inventory & reduced lifecycle costs.

Challenge

Black-box models unsuitable for high-stakes decisions.

Solution

Interpretable Fuzzy Bolt models.

Impact

Transparent, efficient decisions.

Challenge

Complex multi-sensor RUL prediction.

Solution

Piecewise degradation model via Fuzzy Bolt.

Impact

High reliability & RMSE reduction.

Challenge

Training NPCs to predict athlete moves.

Solution

Fuzzy Bolt GFS with motion capture.

Impact

75% collision prediction accuracy.

Challenge

Freeway merging congestion.

Solution

Decentralized GFS controllers.

Impact

Smooth merging without V2V dependency.

Challenge

Re-injury risk from poor adaptability.

Solution

Mixed Reality + Fuzzy Bolt AI.

Impact

Improved neuromuscular recovery.

Challenge

Subjective return-to-play decisions.

Solution

Fuzzy Bolt GFS on DTI imaging.

Impact

Objective, safer recovery timelines.

Challenge

Learning complex symbolic functions.

Solution

Fuzzy Bolt symbolic learning.

Impact

RMSE < 0.03 with limited data.

Challenge

Predicting athlete collisions.

Solution

Eye tracking + demographics analysis.

Impact

~83% prediction accuracy.

Challenge

Fraud & journal entry errors.

Solution

Transparent AI for mixed data.

Impact

98-100% accuracy on anomalies.

Challenge

Classifying tumors from FNA attributes.

Solution

Explainable Fuzzy Bolt GFS.

Impact

High accuracy & traceability.

Challenge

Early engine failure detection.

Solution

Non-piecewise modeling with RCF.

Impact

Enhanced safety & early detection.

Challenge

Unbiased credit decisions.

Solution

92 explainable fuzzy rules.

Impact

87% accuracy, reduced bias.

Challenge

Distinguishing skin conditions.

Solution

241 interpretable fuzzy rules.

Impact

97% diagnostic accuracy.

Challenge

Predicting therapy outcomes.

Solution

Psychological profile analysis.

Impact

Personalized, effective therapy.

Vision AI

Connected Vehicle PHM

Challenge

Solution

Impact

Predictive Intelligence

Challenge

Solution

Impact

Engine RUL Estimation

Challenge

Solution

Impact

VR Athlete Prediction

Challenge

Solution

Impact

Cooperative Driving

Challenge

Solution

Impact

Phenotypic Plasticity

Challenge

Solution

Impact

Concussion Recovery

Challenge

Solution

Impact

Function Approximation

Challenge

Solution

Impact

Collision Avoidance

Challenge

Solution

Impact

Finance Anomaly Detection

Challenge

Solution

Impact

Tumor Classification

Challenge

Solution

Impact

Advanced RUL Modeling

Challenge

Solution

Impact

Credit Approval

Challenge

Solution

Impact

Dermatology Diagnosis

Challenge

Solution

Impact

PTSD Treatment

Challenge

Solution

Impact