News & Events
Sep 30, 2024
In a session that brought scientific discovery into sharp alignment with enterprise acceleration, Sway Minds 2024 presented “Catalyzing Innovation: How Science-Based AI is Revolutionizing Chemical and Materials R&D.”
This fireside chat featured Sunil M. Sanghavi, CEO of NobleAI, in conversation with Najib Khouri-Haddad, General Partner at Sway Ventures.
Together, they explored one of the most quietly transformative frontiers in artificial intelligence: the use of Science-Based AI to radically reshape how chemicals and materials are developed—driving both performance and sustainability across industries from energy and aerospace to consumer goods and advanced manufacturing.
Where Computation Meets Chemistry
Sunil Sanghavi, a veteran executive with deep roots in AI, imaging, and industrial tech, shared the thesis behind NobleAI: unlocking the vast potential of scientific data trapped in legacy R&D workflows. Rather than replacing scientists, NobleAI augments their capabilities—compressing discovery timelines, reducing material waste, and enabling predictive modeling that leads to better products, faster.
“The tools we use to invent the future haven’t kept pace with the speed at which the world needs solutions,” said Sanghavi. “That’s where Science-Based AI comes in.”
By embedding domain knowledge directly into machine learning models, NobleAI enables organizations to run virtual experiments that mirror—and often outperform—traditional lab work. It’s not just automation. It’s acceleration with scientific integrity.
A New Playbook for R&D-Driven Industries
Moderator Najib Khouri-Haddad brought decades of strategic and technical insight to the conversation, framing the commercial significance of NobleAI’s platform. With a background in engineering, M&A, and venture building, Khouri-Haddad translated the science into a business narrative investors could act on.
Key discussion themes included:
The massive inefficiencies in traditional R&D and how AI closes the loop between experimentation and insight.
How digital tools can help industrial players meet ESG goals without compromising performance.
The multi-billion-dollar opportunity in re-platforming materials innovation across sectors like semiconductors, batteries, agriculture, and aerospace.
“In a world of constrained resources and urgent timelines, platforms like NobleAI don’t just offer an edge—they offer survival,” Khouri-Haddad noted.
Investment Insight: The Underrated AI Frontier
For investors, this session spotlighted a sector that has long flown under the radar in AI conversations. While consumer-facing AI often grabs headlines, deep-tech platforms like NobleAI represent a scalable, defensible, and mission-critical opportunity—where the barriers to entry are high, and the ROI is both economic and environmental.
Catalyzing Innovation left attendees with a renewed appreciation for how applied AI is moving upstream into the very origins of product development. It’s not just about optimizing supply chains or forecasting demand. It’s about redesigning the raw building blocks of modern industry—with intelligence baked in from the start.
Access Begins with an Invitation
Sway Minds is not your typical tech summit. It’s an invitation-only gathering of bold thinkers, category-defining founders, visionary investors, and cultural leaders—curated for those shaping what’s next. From private screenings and closed-door conversations to the after-hours connections that drive real momentum, Sway Minds 2025 is where access meets intention. If you're ready to be in the room where it happens—apply to join us.
