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Concurrent Materials Design, Accelerated by AI
This article references topics presented by Dr. Michael Heiber at Enthought’s 2025 R&D Innovation Summit in Tokyo. Link...
R&D AI Transformation
While tempting to just “do AI,” measurable success and ROI are only achievable with a comprehensive strategic plan. We understand where AI can best be applied in the context of where you are now and where you want to be—grounded in nearly 25 years of developing AI solutions.
R&D Digital Transformation
We help traditional labs strategically transform from human-centric to compute-centric, enabling researchers to shift from spending time on manual, repetitive tasks in spreadsheets, ELNs, and even paper to focusing on high-value analysis and previously unimaginable innovation.
Strategic Roadmap Development
A strategic roadmap clarifies and aligns stakeholders on why we build, what we build, and when we expect value to land. After a comprehensive discovery session and in-depth analysis of your data infrastructure and workflows, we develop a strategic roadmap that serves as the North Star for every line of code.
Data System Design
We help plan, architect, and implement the foundational frameworks for your complex, siloed, and fragmented data, ensuring your data infrastructure is not only scalable and reliable but also optimized to support future growth and evolving business needs.
Process Analysis
Map current workflows end-to-end, then redesign for clarity and speed. We remove friction, codify best practices in SOPs, and establish controls so improvements stick.
Change Enablement
Make adoption a managed outcome, not an afterthought. We handle stakeholder mapping, communications, champions, and training plans—backed by simple adoption metrics that keep leaders informed and teams supported.
Core Technologies
Machine Learning, Deep Learning, Bayesian Optimization, Generative Adversarial Networks, Graph Neural Networks
Advanced Modeling & Systems
Reasoning Models, Multi-Scale Modeling, Surrogate Modeling, Simulation, Image Processing, Agentic AI Systems
Language & Generative AI
Natural Language Processing, Foundation Models, Generative AI, Large Language Models