ZTL
Zenith Tachyon Labs
We harness state-of-the-art algorithms and rapid engineering to accelerate diagnostics, combat diseases, and empower the future of healthcare. Secure. Scalable. Transformative.
We harness state-of-the-art algorithms and rapid engineering to accelerate diagnostics, combat diseases, and empower the future of healthcare. Secure. Scalable. Transformative.


OUR ETHOS
OUR ETHOS
Pioneering Frontier Machine Learning Algorithms to Unlock Human Vitality
Pioneering Frontier Machine Learning Algorithms to Unlock Human Vitality
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Faster Inference
Pushing SOTA algorithms to accelerate diagnostics and outpace diseases—rapid engineering that unlocks human vitality at scale.
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Faster Inference
Pushing SOTA algorithms to accelerate diagnostics and outpace diseases—rapid engineering that unlocks human vitality at scale.
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Data Fusions
Siloed datasets starve breakthroughs—we fuse multimodal inputs (images, annotations, clinical notes) at scale, unlocking predictive insights that outpace single-modality limits.
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Data Fusions
We support founders to make their mark
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Data Fusions
Siloed datasets starve breakthroughs—we fuse multimodal inputs (images, annotations, clinical notes) at scale, unlocking predictive insights that outpace single-modality limits.
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Hardware-Optimized Scale
Hardware-agnostic architecture scaling lab to clinic—modular SOTA layers maximize any infra for efficiency, advancing health equity with 95%+ precision deploys that slash costs and bridge global gaps.
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Hardware-Optimized Scale
Hardware-agnostic architecture scaling lab to clinic—modular SOTA layers maximize any infra for efficiency, advancing health equity with 95%+ precision deploys that slash costs and bridge global gaps.
WHO ARE WE?
WHO ARE WE?
Zenith Tachyon Labs: Texas-forged AI powerhouse where cutting-edge models meet rapid deployment to empower clinicians and researchers. We craft secure, scalable systems that accelerate diagnostics in dermatology and dermatopathology—triage lesions/biopsies, outpace diseases, and unlock human vitality worldwide. From central hubs to rural clinics, we're transforming healthcare one breakthrough at a time.
Zenith Tachyon Labs: Texas-forged AI powerhouse where cutting-edge models meet rapid deployment to empower clinicians and researchers. We craft secure, scalable systems that accelerate diagnostics in dermatology and dermatopathology—triage lesions/biopsies, outpace diseases, and unlock human vitality worldwide. From central hubs to rural clinics, we're transforming healthcare one breakthrough at a time.
WHAT WE OFFER
WHAT WE OFFER
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Our Core Domains
Our Core Domains
©2025
©2025
SOTA ML tuned for med's key layers—secure tools that speed diagnostics and scale impact where it lands. Our systems empower medical profesionals and researchers with the edge they need.
SOTA ML tuned for med's key layers—secure tools that speed diagnostics and scale impact where it lands. Our systems empower medical profesionals and researchers with the edge they need.
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Clinical Practice
For frontline clinicians juggling caseloads in dermatology and dermatopathology, our cloud-native platform accelerates workflows with real-time AI insights—from predictive modeling to decision support—that integrate seamlessly without disrupting ops. Built on proprietary attention-based architectures capturing both global and local contextual understanding of skin lesions and biopsies, it delivers HIPAA-compliant visualizations with 95%+ accuracy to cut errors and boost confidence, proven in early pilots with diverse data.
Triage
Pathologists
Primary Care
Dermatologists

1
Clinical Practice
For frontline clinicians juggling caseloads in dermatology and dermatopathology, our cloud-native platform accelerates workflows with real-time AI insights—from predictive modeling to decision support—that integrate seamlessly without disrupting ops. Built on proprietary attention-based architectures capturing both global and local contextual understanding of skin lesions and biopsies, it delivers HIPAA-compliant visualizations with 95%+ accuracy to cut errors and boost confidence, proven in early pilots with diverse data.
Triage
Pathologists
Primary Care
Dermatologists

1
Clinical Practice
For frontline clinicians juggling caseloads in dermatology and dermatopathology, our cloud-native platform accelerates workflows with real-time AI insights—from predictive modeling to decision support—that integrate seamlessly without disrupting ops. Built on proprietary attention-based architectures capturing both global and local contextual understanding of skin lesions and biopsies, it delivers HIPAA-compliant visualizations with 95%+ accuracy to cut errors and boost confidence, proven in early pilots with diverse data.
Triage
Pathologists
Primary Care
Dermatologists

2
Research Labs
Research teams driving SOTA advances get cutting-edge solutions built for scale and constant iteration—actively training models to accelerate specialized care through multimodal datasets at cloud scale, from annotation to inference, without heavy local setup. Our cloud and edge-optimized tools support iterative experiments in tissue analysis and predictive modeling, including 3D simulations for volumetric lesion reconstruction, streamlining hypothesis-to-prototype cycles with secure collaborations.
Drug Discovery
Anti-Cancer
Antibodies
Physio

2
Research Labs
Research teams driving SOTA advances get cutting-edge solutions built for scale and constant iteration—actively training models to accelerate specialized care through multimodal datasets at cloud scale, from annotation to inference, without heavy local setup. Our cloud and edge-optimized tools support iterative experiments in tissue analysis and predictive modeling, including 3D simulations for volumetric lesion reconstruction, streamlining hypothesis-to-prototype cycles with secure collaborations.
Drug Discovery
Anti-Cancer
Antibodies
Physio

2
Research Labs
Research teams driving SOTA advances get cutting-edge solutions built for scale and constant iteration—actively training models to accelerate specialized care through multimodal datasets at cloud scale, from annotation to inference, without heavy local setup. Our cloud and edge-optimized tools support iterative experiments in tissue analysis and predictive modeling, including 3D simulations for volumetric lesion reconstruction, streamlining hypothesis-to-prototype cycles with secure collaborations.
Drug Discovery
Anti-Cancer
Antibodies
Physio

3
Health Networks
Enterprise networks adopting AI at scale discover our cloud-native architecture perfect for system-wide integration—from edge analytics to central hubs—with built-in compliance for FDA paths and beyond. Targeting 5-10 pilot sites by mid-2026, we provide cost-effective insights that enhance equity, reducing access gaps in advanced care like personalized workflows.
Hybrid
Cloud
Compute
Infrastructure

3
Health Networks
Enterprise networks adopting AI at scale discover our cloud-native architecture perfect for system-wide integration—from edge analytics to central hubs—with built-in compliance for FDA paths and beyond. Targeting 5-10 pilot sites by mid-2026, we provide cost-effective insights that enhance equity, reducing access gaps in advanced care like personalized workflows.
Hybrid
Cloud
Compute
Infrastructure

3
Health Networks
Enterprise networks adopting AI at scale discover our cloud-native architecture perfect for system-wide integration—from edge analytics to central hubs—with built-in compliance for FDA paths and beyond. Targeting 5-10 pilot sites by mid-2026, we provide cost-effective insights that enhance equity, reducing access gaps in advanced care like personalized workflows.
Hybrid
Cloud
Compute
Infrastructure


