We are proud to announce that Atinary has been recognized as a Sample Vendor in the latest Gartner® research report, “Hype Cycle™ for Life Science R&D, 2026” (Published: June 2026).
Life science R&D is unifying real and in silico workflows to innovate discovery, clinical and product development processes. This Hype Cycle helps CIOs prioritize digital investments, resulting in accelerated speed to market, reduced costs and enhanced productivity.
Atinary’s inclusion across two distinct technology profiles confirms our active deployment of advanced architectures that are driving the digital evolution of life science R&D:
- Lab-in-the-Loop: Lab-in-the-loop (LitL) is an architecture that automates the design-make-test-analyze (DMTA) cycle by integrating AI models with robotic hardware.
- AI Materials Informatics: organizations apply the resulting insights to discovery and development of materials in product development and manufacturing.
These precise capabilities are fully operational and deployed across our code-free AI platform, SDLabs®, and our physical Self-Driving Labs® in Boston.
With our Self-Driving Labs® technology, scientists can leverage built-in agentic AI, conversational assistants, and specialized machine learning models to:
- Lower Operational Barriers: Set up complex, multi-variable experimental designs through intuitive natural language interaction.
- Bridge Unstructured Data: Seamlessly leverage scientific literature and historical expert context to inform optimization loops.
- Accelerate DMTA+L Loops: Use probabilistic models to quantify uncertainty and identify the most informative next physical experiment to run across the closed-loop Design-Make-Test-Analyze and Learn (DMTA+L) lifecycle.
This continued recognition confirms our ongoing mission to help our clients reshape R&D workflows into data-centric, machine learning (ML)-ready environments. By eliminating data friction and manual silos, we augment research teams so they can focus on creativity and strategy rather than manual execution and data orchestration, moving scientific discovery forward faster.
We extend our sincere thanks to our dedicated team, and to our partners, ecosystem, and clients for their continued collaboration in accelerating exponential scientific discovery.
More information: Gartner Report, Hype Cycle for Life Science R&D, 2026, By Reuben Harwood, Jeff Smith, June 2026.



