Singapore will invest S$150 million ($115 million) in an artificial intelligence-driven platform designed to shorten the path from materials discovery to industrial production.
The Materials Accelerator for Research, Venture and Enterprise Launchpad, or MARVEL-AI, will combine advanced AI models with automated laboratories that can synthesize and test candidate materials. Deputy Prime Minister Gan Kim Yong announced the program at the Singapore Week of Innovation and Technology on October 27.
MARVEL-AI will be led by the Agency for Science, Technology and Research, or A*STAR, with support from the Ministry of Trade and Industry, Enterprise Singapore, the Singapore Economic Development Board and the National Research Foundation.
AI models will guide automated experiments
The program is intended to address a persistent gap in materials science. AI can identify promising structures and predict useful properties, but a candidate still has to be synthesized, tested, refined and shown to be manufacturable before industry can use it.
MARVEL-AI will connect those steps in a closed-loop workflow. AI models will identify candidates and design experiments, while self-driving laboratories will prepare and test samples. The results will be fed back into the models so subsequent experiments can focus on the most promising options.
The initial work will cover four broad material classes: metal alloys, polymers and organic materials, ceramics, and composites. Potential applications include semiconductors, advanced manufacturing, energy systems and chemicals.
Government and program officials said the automated platform could produce 75 polymer samples in 24 hours, roughly 25 times the throughput of a conventional researcher-led process. It could also screen and test as many as 470 unique metal alloys in a day, more than 400 times the conventional rate. These are program estimates rather than independently audited production results.
Program targets research-to-industry bottlenecks
The S$150 million commitment comes from Singapore’s Research, Innovation and Enterprise 2030 plan. The government has positioned advanced manufacturing as one of four sectoral AI missions, alongside finance, healthcare and connectivity.
MARVEL-AI is expected to provide companies and investors with access to specialist expertise, laboratory infrastructure and validation capabilities through A*STAR, Enterprise Singapore and the Economic Development Board. Foxconn Industrial Internet and ST Engineering are among the industry partners identified in reporting on the launch.
The program is also expected to support startup formation and help multinational and local companies evaluate whether laboratory discoveries can be converted into commercial products. The announcement did not provide a detailed breakdown of the S$150 million allocation, a complete partner list or firm commercialization milestones.
Builds on Singapore’s materials research push
MARVEL-AI extends work already under way within Singapore’s research ecosystem. In July, A*STAR entered a five-year partnership with AI materials company CuspAI covering semiconductors, carbon capture, advanced electronics and other industrial applications.
A*STAR’s Institute of Materials Research and Engineering operates autonomous laboratory capabilities that connect computational discovery with high-throughput experiments. The new national platform expands that approach across multiple material classes and adds a clearer path for companies to test and adopt the results.
Singapore’s challenge will be converting faster experimentation into materials that meet cost, safety, reliability and manufacturing requirements. The government has not disclosed how many commercial products, startups or industry deployments it expects the program to produce.
Cuspai, A*STAR seal five-year partnership to accelerate AI-driven materials discovery in Singapore
Automation review notes
Web discovery. Core facts verified against the Singapore Ministry of Trade and Industry’s October 27 SWITCH speech and independently corroborated by The Business Times and Channel News Asia. No relevant Gmail announcement or sent-context evidence of assignment, acceptance, decline or handoff. TNGlobal search, Drive Ready/Review/Posted/Failed and Automation Draft Log checks found no matching event, title, filename or source URL. The S$150 million commitment, laboratory-throughput figures, partner participation and expected economic benefits are government/program-supplied; the announcement did not provide a detailed funding allocation, full partner list or firm commercialization milestones. No embargo. No reliable official reusable image was located; featured image omitted and editor should attach an authorized A*STAR or MARVEL-AI visual if available. This is independently sourced TNGlobal news, not a The Tech translation or byline candidate. No email or WordPress action taken.