Physics-Informed AI
Software
Imagine having powerful tools that adapt to your unique needs. Our customizable AI software is designed to analyze, process, and predict your data at scale.
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Data Integration
Unify subsurface and environmental inputs into one dependable AI-ready foundation.
Physics-Informed AI Modeling
Execute science-grounded ML models that improve predictions and reduce uncertainty.
Decision Support
Turn modeling results into robust and defensible guidance for planning and compliance.
Agentic AI Orchestration
Coordinate analyses and workflows to surface decision pathways faster.
Step 1: Data Integration - Collect and unify public and proprietary datasets into an AI-ready database incorporating metadata, provenance, and preserving resolution and representative support scales.
Step 2: Physics-Informed AI Modeling - Run machine learning models grounded in real-world physics to simulate subsurface behavior, reduce uncertainty, and improve predictions.
Step 3: Decision Support - Generate audit-ready insights for exploration, risk assessment, regulatory compliance, and operational planning.
Step 4: Agentic AI Orchestration - Deploy intelligent agents that run simulations, adapt models in real time, and surface decision pathways for faster iteration and proactive system management.

Physics-Informed AI Modeling
Our ML building blocks have been in development for decades, designed for cloud and edge deployment and delivering transparency, reliability, and performance. Recognized with two R&D 100 awards for SmartTensors in 2021, we are now advancing beyond traditional ML toward agentic AI systems—software agents capable of autonomously executing modeling workflows, coordinating simulations, and adapting to new data in real time to support continuous, intelligent decision-making in complex subsurface environments.

Environmental Risk and Remediation
Our team brings decades of experience in environmental science and technology, combining deep subject-matter expertise with AI workflows designed to analyze, predict, and manage complex environmental systems. Built for real-world application, our solutions support contamination characterization, risk assessment, and remediation planning—delivering transparent, defensible insights for high-stakes environmental decision-making.

Energy Systems Optimization
Our team brings deep expertise across energy systems, from geothermal and carbon sequestration to oil & gas and emerging hydrogen applications. Combining domain knowledge with advanced AI workflows, we model, optimize, and manage complex subsurface and energy systems—delivering transparent, defensible insights to support exploration, production, and long-term resource management.

Agentic AI Orchestration
Our Agentic AI can autonomously coordinate modeling workflows, adapt parameters in real time, and generate decision-ready pathways across complex subsurface systems. This layer extends physics-informed AI with software agents that help teams move faster while preserving transparency, traceability, and scientific rigor.
Energy Developers & Operators
Make better exploration, drilling, and investment decisions.
Reduce uncertainty in subsurface systems with AI-powered modeling for:
Use EnviTrace to improve prediction accuracy, scenario analysis, and operational planning.
Environmental Program Managers & Regulators
Assess risk, ensure compliance, and support defensible decisions.
Apply physics-informed AI to:
Built to deliver transparent, audit-ready models that stand up to regulatory scrutiny.
Research & Innovation Leaders
Partner with EnviTrace to develop and apply:
Trusted by national labs, universities, and R&D teams.

Science-informed AI for your geo project needs.
Model and optimize subsurface energy systems for planning, operations, and long-term performance.
Reduce development uncertainty with AI tools for geothermal exploration, forecasting, and field planning.
Support site screening, storage assessment, and monitoring strategies for carbon management workflows.
Analyze seismic risk and subsurface response with transparent, defensible modeling workflows.
Plan disposal pathways and compliance-ready analyses across hazardous, municipal, and nuclear programs.
Improve reservoir understanding and production decisions with physics-informed AI support.
Evaluate groundwater resources and supply resilience with integrated hydrologic modeling.
Characterize contamination and remediation options with robust environmental decision support.
Assess hydrogen systems, storage conditions, and subsurface behavior with science-grounded models.
Advance helium exploration and resource evaluation with integrated geoscience and AI workflows.
Support discovery and resource assessment for mineral systems with data-rich geological modeling.
Explore coupled resource tradeoffs with systems-level modeling across water, energy, and food.
We have worked with and received support from organizations including NASA, the U.S. Department of Energy (DOE), Chevron, Los Alamos National Laboratory, Lawrence Livermore National Laboratory, and Pacific Northwest National Laboratory.












Our AI tools are designed to help teams make faster, more confident decisions in complex energy and environmental systems.
Imagine having powerful tools that adapt to your unique needs. Our customizable AI software is designed to analyze, process, and predict your data at scale.
Not sure where to start with AI? We’ll meet you where you are. Our consulting team will partner with you to craft solutions tailored to your goals, budget, and timeline.
Need your team to work from anywhere? Our cloud-based AI solutions offer secure access to your data and results anytime, anywhere.
Our secure and reliable solutions blend public datasets with your proprietary information to enhance efficiency in analysis and action.

We aim to never lose sight of the fact that our work is intricately connected to people and places.

Environmental and energy justice are interconnected concepts that focus on fairness in how environmental burdens and benefits are distributed. We are committed to promoting environmental and energy justice. This pursuit requires: (1) Community engagement: Meaningful participation of impacted communities in decision-making processes. (2) Policy solutions: Government policies that address environmental racism, promote clean energy access, and ensure a just transition for all. (3) Public awareness: Raising awareness about these issues and mobilizing support for the proposed solutions. By working towards environmental and energy justice, we can create a more equitable and sustainable future for all.
Our company is committed to providing educational, outreach, and business opportunities to underprivileged and underrepresented communities. We are working to develop educational programs and materials that are accessible to a wide range of learners. Our strategies and activities include workshops, webinars, videos, public events and campaigns, brochures, fact sheets, interactive learning, citizen science projects, and educational materials designed to engage and educate diverse audiences. We are building partnerships with minority-serving schools, universities, and community organizations to expand our reach and impact.
Our company develops and maintains both open-source and proprietary software and data. We believe that open-source software and data are essential for the scientific research community. Especially in the field of AI, where this is crucial for the development of new methods and the validation of existing ones. The AI building blocks are open source also to provide transparency and acceptability. Our commercial software is built on top of these open-source building blocks. Demonstrative examples, test cases, and results are available to the public to ensure the reproducibility of our work. We also provide detailed documentation and tutorials to help users understand and apply our software and data.
Our company acknowledges that the place now called Santa Fe, where our office is located, sits on unceded ancestral Tewa Land and is still recognized as O'gha Po'oge, meaning White Shell Water Place. We recognize that this land is just one piece of a larger, boundless terrain for Indigenous peoples that include the Nambe Pueblo, the Tewa, and the Jicarilla Apache. O'gha Po'oge was once a thriving Pueblo village, and their descendants include the modern-day Tewa people who still live in Santa Fe and the nearby Pueblos of Nambe, Pojoaque, San Ildefonso, Ohkay Owingeh, Santa Clara, and Tesuque. We also recognize the violence, displacement, migration, and colonization that haunt this place. We all are now stewards of this land, responsible for the care of water, air, and each other. Our company pledges to donate a percentage of the profit from our commercial services developed under our R&D projects to a local non-profit organization supporting the education of Native American students.
Our scientists are artists, and our artists are scientists.
We pride ourselves on our ability to bring together the best of both worlds to create products that are beautiful and functional, with an understanding of the impact they have on the cultures in which they are used.
Our technology development is led by our co-founder and CTO, Dr. Velimir Vesselinov. He has over 40 years of theoretical and practical experience, including 23 years as a scientist at the Los Alamos National Laboratory, New Mexico. He has been the Principal Investigator (PI) of a series of multi-million, multi-institution, and multi-year projects. He has developed more than 20 different software products. One of his AI products received 2 R&D100 awards.
Tracy Kliphuis is the other co-founder and CEO of the company. She has over 20 years of experience managing various environmental programs and projects for the State of New Mexico. She is the PI of several of our current projects.
Our company also includes recognized PhD scientists and experts with extensive publication records and internationally recognized expertise (including publications, presentations & lectures, awards, patents and invention disclosures).
Are you passionate about the ways people and technology can come together to change the world? You have come to the right place. We are looking for people with talent in the following areas.

Whether you are looking to partner with us on your next project or want to join our team, please contact us at info@envitrace.com.
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