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Limitless Science

With the Pioneers of Self-Driving Labs®
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Augmenting humans with AI and Robotics to accelerate Science

AI platform SDLabs

Atinary’s AI-driven R&D platform integrates machine learning (ML) optimizers, data analytics, and visualization into a single intuitive interface, enabling scientists to solve complex, multi-objective optimization challenges faster when designing and running experiments.

Self-Driving Labs®

Atinary is launching its own Self-Driving Lab, a smart data and IP factory in Boston, Massachusetts. With Self-Driving Labs® reimagine the physical laboratory by integrating AI, robotics, and human expertise into a unified, closed-loop ecosystem for faster innovation.
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Our mission is to build intelligent solutions for a healthier and more sustainable future.
By integrating AI and robotics with human expertise – our Self-Driving Labs® – we accelerate the development of molecules and materials among millions of possibilities.

We are reimagining the laboratory to dissolve traditional bottlenecks and unlock limitless science, enabling researchers to focus their expertise where it matters most: pure innovation.

Our technologies transform science and drive innovation in life-, chemical-, and materials sciences.
How It Works

AI-Driven Closed Loop

02 AI DECISIONS
ML decides next
iterations of experiments

01 DESIGN EXPERIMENT

Multi-objective optimization
Incl. categorical variables
Add experimental constraints

05 AI/ML TRAINING

Re-train ML model with new data, go back to step 2

03 RUN EXPERIMENTS

Synthesis, Catalysis, Formulation,
and more..
With or without robots
Or in simulation

04 DATA ANALYTICS

Data Analytics
Reports
Understand, explain and exploit the data

01 DESIGN EXPERIMENT

Multi-objective optimization
Incl. categorical variables
Add experimental constraints

02 AI DECISIONS

ML decides next iterations of experiments

03 RUN EXPERIMENTS

Synthesis – Catalysis – Formulation
With or without robots
Or in simulation

04 DIGITAL LIBRARIES

Build high-quality, ML-ready datasets
Visualize results
Create reports
Extract insights

05 DATA ANALYTICS

Data analytics
Reports
Understand, explain and exploit the data

Why Atinary?

The Leading Self-Driving Labs® Platform
01
Thoughts Leaders and Pioneers of Self-Driving Labs®
  • Founders coined the term Self-Driving Labs® and have been thought leaders in AI-driven R&D since 2017.
  • Top multi-disciplinary team, including world-leading experts on its Scientific Advisory Board such as MIT Prof. Steve Buchwald (most cited chemist in the world between 1999 – 2009).
  • Global partnerships and strong collaborations with leading companies, including ABB robotics, Agilent, AWS, Chemspeed, and Mettler Toledo, among others.

Impact and Applications

Formulation, Synthesis & Catalysis Optimization

Running DOE, OFAT, or iterative experiments in large parameter spaces? Atinary replaces slow human-driven trial-and-error with AI-driven R&D, including process chemistry and small molecule synthesis.
Explore More, Experiment Less

Efficiently screen large chemical spaces and find global optima with a fraction of experiments. Solve multi-parameter, multi-constraint, and multi-objective problems (yield, selectivity, cost, sustainability) faster than ever.
Reduce Development Time and Costs 5x to 100x

Accelerate R&D from years to months or weeks. Increase success rates, strengthen your product pipeline, and cut the cost of reaching global optima by more than 50%, compared to DOE and OFAT.
Digital R&D Across Locations

Working across multiple sites or teams? Atinary digitizes your R&D workflows, enabling remote collaboration, knowledge sharing, and institutional knowledge retention. Hosted on our partners at AWS.
Deploy AI in Under Two Hours

All tech developed in house by chemists for chemists plus top team of engineers and developers. No coding or AI expertise required. Superior UI and UX, onboard in less than two hours, using only a browser.

Testimonials

What they say about us

Two days of work in 10 minutes
“With Atinary SDLabs (+ robots and ACD Labs), I can set up my experiments in 5 minutes. This work used to take me 1 day with standard methods… In addition, visualizing and analyzing the results used to take me another day. Now I can do this in only 5 minutes with SDLabs’ data analytics module.”
From decades to weeks
“… To accelerate catalyst development, we can now combine artificial intelligence and robotics, rationalizing the screening of chemical space and increasing the throughput and reproducibility of the experimental data. This groundbreaking approach achieves in weeks what traditionally took decades…”
MIT
Atinary SDLabs is like the iPhone of R&D
“We used the Atinary SDLabs® platform to guide our simulations on MIT’s supercomputer and to seamlessly integrate my lab equipment to deploy AI‑driven autonomous experimentation. Remarkably, within a week, my team completed tasks that I originally estimated would take more than two years! Its user friendliness and capabilities make SDLabs® the iPhone of R&D.”
MIT
Making the impossible possible
“From first meeting to results in a few weeks. We would not have been able to solve this complex optimization project without Atinary. The ROI was infinite for us!”
Reduced catalyst loading by 30x and the cost contribution
“We are pleased to announce that we are collaborating with Atinary Technologies on leveraging their proprietary AI‑driven platforms in Firmenich R&D laboratories. Artificial intelligence, machine learning and the cutting‑edge digital technology behind self‑driving labs are providing new opportunities to speed and enhance our research and development. By combining Firmenich’s scientific expertise with Atinary’s Machine Learning algorithm, Falcon, and the SDLabs® software platform, we are accelerating process optimization towards industrialization of key ingredients.”
dsm‑firmenich
Increased yields by 18% and reduced cost by 22%
“SDLabs allows simultaneous optimization of all variables and accelerated identification of global optima. In just 3 months, SDLabs led to significant improvements, with an 18% increase in product yield and a 22% reduction in cost, compared to a previously optimized process.”
Increased yields from 50% to 90% in three iterations
“This partnership brings together our complementary expertise, paving the way for innovative AI solutions poised to transform pharmaceutical R&D and accelerate drug discovery. Through this collaboration, Takeda will leverage Atinary’s leading AI Self‑Driving Labs technology, which, combined with its expertise in R&D and drug discovery, aims to create a more robust and efficient drug development process, ultimately benefiting patients worldwide.”
Takeda
Superior product and AI roadmap
“SDLabs significantly outperformed open-source packages and commercial alternatives we evaluated. It enabled us to efficiently explore a large and complex design space with remarkably few experiments. The technical support and AI roadmap are also impressive—clearly designed with the needs of researchers in mind.”

Customer Stories

  • All
  • Pharma
  • Cosmetics and Fragrances
  • CDMO
  • Biotech
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