
MSBAI builds software that lets engineers run complex simulations and expert workflows without specialist training. The company’s core product, GURU, is a hierarchical neuro-symbolic multi-agent AI platform that combines simulation orchestration, physics-based modeling, and autonomous decision systems to replicate expert engineering work. MSBAI is a B2B SaaS platform deployed to defense, aerospace, energy, and manufacturing customers and can run on integrated high-performance computing or commercial cloud environments. The platform integrates with specialized simulation codes and supports scalable license deployments across enterprise compute stacks. MSBAI’s offering targets organizations that need to reduce expert labor, accelerate mission-critical processes, and tackle previously intractable engineering problems.

MSBAI builds software that lets engineers run complex simulations and expert workflows without specialist training. The company’s core product, GURU, is a hierarchical neuro-symbolic multi-agent AI platform that combines simulation orchestration, physics-based modeling, and autonomous decision systems to replicate expert engineering work. MSBAI is a B2B SaaS platform deployed to defense, aerospace, energy, and manufacturing customers and can run on integrated high-performance computing or commercial cloud environments. The platform integrates with specialized simulation codes and supports scalable license deployments across enterprise compute stacks. MSBAI’s offering targets organizations that need to reduce expert labor, accelerate mission-critical processes, and tackle previously intractable engineering problems.
Core product: GURU — hierarchical neuro-symbolic multi-agent AI platform
Customers / markets: Defense, aerospace, energy, and manufacturing (B2B)
Deployment: On-prem / HPC and commercial cloud; enterprise license model
Founded: 2017
Estimated team: 17 employees (reported)
Seed round on 2021-07-18; total reported funding USD 3,354,000
Automating complex engineering and operations workflows and simulation-driven decisioning in highly technical industries.
2017
DeepTech
Most recent disclosed round listed as Seed on July 18, 2021
“Has participated in Techstars; reported investors include Meyer Global and Techstars and Cleantech Open”