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.

How to Get Out of Pilot Purgatory

Why R&D AI Pilots Stall and How to Get Out of Pilot Purgatory

This content was originally discussed in the presentation, From PoC to Production: Bridging the Gap in Scientific Software Development.

The Capability Inflection Point: Agentic AI in Scientific R&D

Why Science, Why Now? The frontier AI companies have placed a coordinated bet on science. OpenAI launched FrontierScience1 and signed an MOU with the...

Agentic AI Is Ready to Solve Scientific R&D's Hard Problems

The conversation around AI in scientific R&D has shifted dramatically in a short period of time. Fields like chemistry, materials science, and life...

Enthought | Materials by Design

Building Toward Materials by Design in R&D

This content was originally discussed in the webinar, A Technical Framework for Materials by Design in Enterprise R&D.

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

This article was originally published on Forbes.

The 10 AI Concepts Shaping the R&D Landscape in 2026

In 2024, we published The Top 10 AI Concepts Every Scientific R&D Leader Should Know, during the rise of generative AI and LLMs. A lot has changed...

How To Prioritize Technical Projects In R&D

The Magic Of A Roadmap: How To Prioritize Technical Projects In R&D

This article was originally published on Forbes.

Enthought | R&D Leader's Playbook for Agentic AI Success

The R&D Leader's Playbook for Agentic AI Success

This article references topics presented by Michael Connell, EdD during our recent webinar, Making Sense of Agentic AI: A Strategic Briefing for...

Enthought | Concurrent Materials Design, Accelerated by AI

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 to video below. Over the last...