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How Predictive AI Works As An ROI Engine For R&D

Agentic AI and the Future of Scientific R&D

SOLUTIONS

Software & AI
Scientific Software Development, Legacy Software Modernization, UI/UX,
Predictive Modeling, Custom Simulations, Web Applications,
Multimodal Knowledge Systems, API Development

Data Systems
Data Engineering, Process Engineering, Data Pipelining and Augmentation,
Workflow Automation and Redesign, Scientific Data Management Systems,
Data Capture Systems, High Volume Data Management, Database Design

Strategy & Design
R&D AI Transformation, R&D Digital Transformation, Strategic Roadmap Development,
Data System Design, Process Analysis

Infrastructure
Technical Upskilling for Scientists & Engineers, R&D Systems Integration,
R&D IT and Data Ops

INDUSTRIES

Materials Science & Chemistry
Semiconductors
Life Sciences
Energy

QUICK LINKS

Agentic AI
Materials by Design

TECHNOLOGIES

Core Technologies
Machine Learning, Deep Learning, Baysian 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

USE CASES

Discovery & Development
Property Prediction, Formulation Optimization, Structure Generation,
Materials Discovery, Materials Compatibility

Data Insights
Text Data Mining, Automated Data Analysis, Time Series Analysis,
Multimodal Search, Literature and Patent Search, Dashboards, Data Visualizations

Decision Support
Chatbots, Predictive Maintenance, Preventative Maintenance, AI
Recommendation Systems

RESOURCES

A Technical Framework for Materials by Design | View the recording for this timely webinar on Materials by Design for enterprise R&D.

Watch Here

Enthought Insights

We aim to help leaders navigate through the technology landscape for the most relevant news and information related to scientific R&D. Subscribe for timely articles, events, and shareable resources on AI, scientific data, and innovation in materials science and chemistry, semiconductors, life sciences, and energy.

Materials & Chemistry (2)

Digital Transformation of the Materials Science R&D Lab

“Digital transformation”, “machine learning”, and “artificial intelligence” are buzzwords heard in every industry, from the boardroom to the lab. We...

Materials & Chemistry Scientific AI

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