Google AI ModeSep 28, 2026
Atinary SDLabs: A code-free, agentic AI platform explicitly built for self-driving labs.
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Data as of Oct 20, 2026Based on 1,424 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Atinary provides an R&D platform that integrates machine learning optimizers, data analytics, and visualization to solve multi-objective optimization during experiment design and execution.
4%
across Atinary’s markets · since Jul 5
Question: Our lab wants AI to propose molecules, design experiments, and learn from results. What discovery engines should we evaluate?
Google AI ModeSep 28, 2026
Atinary SDLabs: A code-free, agentic AI platform explicitly built for self-driving labs.
Position in answers
Each engine’s share of its own answers across Atinary’s markets · since Jul 5
This page is cited in 25% of the answers that name Atinary.
Review this page on your site for accurate product details and clear explanations of who it helps.
All-time evidence through 2026-09-28.
Review the page on atinary.com (opens in a new tab)Common descriptions
efficient · autonomous · code-free · ai-driven · clearest · no-code
atinary.com 49%Other sites
Question: Which startups use AI to discover new materials with closed-loop experimentation?
ChatGPT SearchSep 27, 2026
Its SDLabs platform uses Bayesian optimization and integrates robotics/instruments for autonomous materials discovery. [Atinary]
Question: Our lab wants AI to propose molecules, design experiments, and learn from results. What discovery engines should we evaluate?
Google AI ModeSep 16, 2026
Atinary: Best for: No-code AI optimization, physics-informed machine learning, and closed-loop experimental design in chemistry and materials science.
Excerpts where Atinary appeared in the AI's answer
Atinary's SDLabs platform explicitly implements the Design → Make → Test → Analyze → Learn loop.
Atinary — probably one of the cleanest matches to your description. Its platform combines AI experimental design with robotic execution and feedback
Excerpts where Atinary appeared in the AI's answer
Its SDLabs platform uses Bayesian optimization and integrates robotics/instruments for autonomous materials discovery. [Atinary]
Atinary — Probably the clearest fit. Its Self-Driving Labs platform combines AI/Bayesian optimization, robotics and lab instrumentation to design, execute, analyze and learn from experiments in a closed loop.
Excerpts where Atinary appeared in the AI's answer
Atinary SDLabs: A code-free, agentic AI platform explicitly built for self-driving labs.
Atinary: Best for: No-code AI optimization, physics-informed machine learning, and closed-loop experimental design in chemistry and materials science.
Excerpts where Atinary appeared in the AI's answer
Atinary SDLabs : A code-free, AI-native platform designed for R&D and wet labs to optimize multi-parameter experimental design.
Atinary (SDLabs) : A no-code, AI-driven platform built for high-dimensional Design of Experiments (DoE) and multi-parameter screening.
