Accelerate Medical AI Breakthroughs with Proven Data Infrastructure

HIPAA-Compliant Data Security
Fully encrypted, audited clinical datasets meeting HIPAA, GDPR and 21 CFR Part 11 standards—so you can train AI models with zero compliance risk.

Topology-on-Demand Data Fabric
Seamlessly switch between supercomputing and scale-out modes for genomics, imaging, and EHR analytics—no forklift upgrades required.

Federated Learning & Privacy-First Design
Train across distributed hospital and research databases without moving PHI, preserving privacy while unlocking cross-institutional insights.
Our Healthcare AI & Data Center Services
Secure data integration, expert-annotated datasets, and ToD infrastructure power compliant precision medicine and speed biomedical research.
- Secure ingestion and labeling of EHR, imaging, genomics, and sensor data.
- Custom annotations using HIPAA-trained AI models for accelerated insights.
- Topology-on-Demand (ToD) architecture for dynamic reconfiguration between HPC simulations and large-scale AI training.
- Dedicated, zero-trust hyperscale facility builds—ideal for multi-terabyte biomedical workloads.Helping federal agencies and businesses scale, automate, and optimize operations utilizing advanced AI, machine learning, and quantum computing.
- Deep learning pipelines for target identification, molecular docking, and phenotype prediction.
- End-to-end model training on secure, encrypted data shards.
- Computer vision for radiology and pathology image analysis.
- Natural language processing (NLP) to extract actionable insights from clinical notes and research papers.
- Train models across partner hospitals without exposing PHI—keeping data on-premise.
- Secure enclaves (Intel SGX, AMD SEV) to guarantee encrypted computation.
- Built-in HIPAA, GDPR, and CFR 21 Part 11 compliance tools.
- Immutable, timestamped logs for every data access and model update.


Texas Healthcare AI Partner of Choice
Combining Texas-rooted expertise, top-tier medical partnerships, and robust security frameworks, we deliver comprehensive, scalable AI solutions designed to power the future of healthcare.
Based in San Antonio, we leverage Texas’s energy abundance, academic medical centers (UT Health, MD Anderson), and industry talent.
Deployed AI pipelines for Fortune 500 healthcare clients, FDA-regulated trials, and state health agencies.
Zero-trust architecture, federated learning, and confidential computing ensure patient data stays private.
From 1 PB genomics projects to exascale protein simulations, our Topology-on-Demand fabric adapts on-the-fly.
Strategy, implementation, validation, and support—your single vendor for AI, data center design, and cloud integration.
Hyperscale ToD Data Sets for Clinical AI
Error Rates by Clinical Data Sources
Leverage our Topology-on-Demand (ToD) data fabric to deliver HIPAA-compliant, human-annotated biomedical datasets with sub-2% error rates. Dynamically reconfigure compute and storage across medical imaging, genomics, and EHR pipelines—so your AI teams can spin up optimized data flows for diagnostics, drug discovery, and precision medicine in seconds.
Healthcare AI Training with ToD Data
ToD’s real-world biomedical datasets significantly reduce AI training time for healthcare applications by delivering structured, expert-validated data across genomics, clinical notes, and diagnostics. Compared to synthetic or generic datasets, ToD data allows models to converge faster, train more efficiently, and adapt to medical-specific context, by saving time, compute, and cost. Whether you’re developing predictive diagnostics, personalized treatment models, or clinical NLP tools, ToD data speeds up the entire AI pipeline with unparalleled precision.
“The Future of Healthcare AI Is Built on the Right Data.”
ToD by AI Cowboys delivers real-world, expert-annotated datasets that fuel faster, safer, and more accurate AI in medicine. Whether you're building diagnostic tools, clinical research platforms, or personalized treatment models, our healthcare-grade data accelerates model training, reduces risk, and drives breakthroughs. Trusted by researchers and innovators, ToD helps you get to clinical impact—faster.