AI CAD Partnerships MIT is developing an AI model to operate CAD software, signaling a strong opportunity for AI engineering services, CAD integration, and workflow automation. Propose offering end to end ML model development, deployment, data management, and CAD workflow integration to accelerate design cycles.

HPC and Simulation Iceberg Index simulation work with Oak Ridge National Laboratory demonstrates capability in large scale simulations. Offer HPC consulting, cloud based compute, data pipelines, and software licenses to support ongoing research and new collaborations.

Advanced Materials & Hardware Subcellular BCI and lightweight polymer film for solar panels indicate a focus on hardware enabled research. Potential to offer embedded systems prototyping, sensor integration, device testing, and materials characterization services.

Sustainability & Coatings Sustainability and energy tech focus with coating for solar panels opens collaboration on materials testing, durability assessments, coating formulation optimization, and pilot projects in real world solar applications.

Cloud Security & Procurement Tech stack includes Cloudflare, Oracle, Acquia Cloud Platform, HSTS, and Coupa indicating strengths in secure cloud hosting, data governance, procurement analytics, and vendor management opportunities aligning with research operations.