explainable AI (XAI)

Cross Stream Bioanalytics, Corp. pioneers Explainable AI (XAI) methods for precision modeling in Quantitative Systems Pharmacology (QSP). The company distills complex biomodels into simpler ones without sacrificing precision, enabling QSP scientists to reason about data and mechanisms, design interventions, select targets, and infer mechanisms. Its methods are built on decades of expertise in Information Geometry and perform traditional QSP analyses in a fraction of the time and cost.

Information Geometryintervention design and target selectionmechanism inferencemodel reductionQuantitative Systems Pharmacology (QSP) modeling

DynaGrace Enterprises is an SBA Certified Economically Disadvantaged Women-Owned Small Business headquartered in Morgan, Utah, established in June 2006. It is a technology and consulting firm serving government and commercial sectors, specializing in AI-Driven Data Science & Analytics, Autonomous Sensor Networks & Edge Computing, and Trusted AI & Decision Support Systems. It supports federal programs including the U.S. Air Force, Air Force Research Laboratory (AFRL), and Naval Research Laboratory (NRL), and holds a GSA Multiple Award Schedule (MAS).

AI-driven data science and analyticsautonomous sensor networksdatabase administrationedge-AI computingFPGA and embedded signal processingfull-stack engineeringIoT integrationmodel deployment on AWS SageMaker, Azure ML, and Google Vertex AImultimodal data fusionpredictive machine learning modelingsoftware defined radio (SDR) developmentSystems Engineering and Technical Assistance (SETA)

JumpStart CSR develops Holmz, a digital self, data source agnostic explainable AI (XAI), and adaptive user interface that improves musculoskeletal health, fitness, form, and performance. Using data gathered from wearables, Holmz assesses movements, predicts injury risk, falls, and performance, determines root causes, and creates adaptive recovery and training plans, providing rationale through visual widgets and research paper inspired reports.

adaptive training plansinjury risk predictionmovement assessmentwearable data analysis