Atinary SDLabs – Self-Driving Labs AI Platform

Atinary Technologies Inc. is a deeptech company whose releases carry a Menlo Park, USA and Lausanne, Switzerland dateline. It builds AI software that lets R&D teams design and run experiments with far fewer trials, and it coined the term Self-Driving Labs in 2017.

SDLabs is a code-free, browser-based platform hosted on AWS that uses Bayesian optimization for multi-parameter, multi-objective and multi-constraint problems. It can be linked to robotic hardware for closed-loop Self-Driving Lab operation. Named customers and collaborators include Takeda, dsm-firmenich, MIT, ETH Zurich and Fraunhofer.

• Bayesian optimization: handles multi-parameter, multi-objective and multi-constraint experiment design.
• No-code workspace: runs in the browser without programming skills.
• Analytics and visualization: built-in views of experiment results.
• Self-Driving Labs: optional closed-loop link to robots from ABB, Agilent, Chemspeed and Mettler Toledo.
• Data integration: connects LIMS, ELNs and other systems.
• API and SDK: programmatic access for custom workflows.

A Vietnamese university lab could optimize catalyst or electrolyte recipes with fewer experiments. A cosmetics or food-ingredient developer could tune formulations against several targets at once. A research institute could connect existing instruments for semi-automated experiment loops.

No-code interface so chemists and scientists need no programming or machine-learning background. Site claims 5x to 100x lower development time and cost than DOE or one-factor-at-a-time methods. Onboarding is stated at under two hours. SOC 2, HIPAA and GDPR compliance are listed.

Autonomous and self-driving labs are moving from academic demos to commercial R&D in pharma, chemicals and materials. AI-guided experiment selection is replacing manual design of experiments. Vietnamese universities, battery and materials developers and contract labs could adopt the software-only mode without owning robots.

Named a World Economic Forum 2026 Technology Pioneer (2026-06-10 release). Opened a Self-Driving Lab in Boston, Massachusetts (reported 2026-02-11) with ABB, Agilent, Bruker, Chemspeed and METTLER TOLEDO. Release dateline: Menlo Park, USA and Lausanne, Switzerland.