Alternatives to Zeon Systems

Open-source simulated benchmark for language-conditioned, long-horizon robot manipulation from the University of Freiburg.

Physical Intelligence (π) builds vision-language-action robot foundation models — one generalist policy for any manipulation task.

An AI co-scientist that chains 150+ biological tools to run multi-omics, clinical genomics, and drug discovery analysis from plain-language prompts.

Infera turns a written experiment into a validated, executed run on your lab instruments.

Skild AI is building an omni-bodied robotic brain to control any robot for any physical task.

Rhoda AI builds video-predictive robot foundation models that learn heavy industrial manipulation tasks from a single human demo.

Clinical-stage AI drug discovery company running a wet-and-dry lab-in-the-loop engine with 2M weekly experiments and a 50+ PB phenomics dataset

Iktos pairs generative AI with robotic lab automation to compress small-molecule drug discovery.

License Nuro's proven L4 self-driving system for robotaxis, commercial fleets, and personal vehicles.

AI-native biotech pairing 20+ petabytes of cellular experiments with population genetics to find causal drug targets

Open-source autonomous driving simulator built on code and protocols you can inspect, with Unreal Engine 5.5 and ROS2 integration.

Build-it-yourself open-source quadruped robot kits — Bittle dog, Nybble cat, and the new Quaddle — that you assemble and then program in block code, Python, or

Tactile capture hardware that records touch-aware demonstrations for training dexterous robot policies.

Cortex AI supplies real-workplace egocentric video and robot trajectory data for training embodied AI models.

Thesis is building Darwin, a humanoid robot it plans to deploy into real homes starting in early 2027.

Open-source Python SDK and CLI for training and deploying physical AI models — VLA and SLM — from managed cloud compute to real robot hardware.

Trim is a research-stage foundation model that learns to predict how physical systems evolve over time, trading exactness for speed.

Applied AI research company building foundation models that let robots, drones, and industrial machines act in the physical world.

Open source dev kit for AI-native robotics with leader-follower teleoperation.

Industrial robot manipulation platform that learns dexterous tasks from a single sentence and proves each skill with an auditable success rate.

AI models that design peptide-LNP targeting systems to deliver genetic medicines to chosen cell types

Modular humanoid robot platform for builders collecting data, training skills, and deploying autonomous robots.

Isomorphic Labs applies generative AI drug discovery to design novel molecules and predict how candidates will perform.

Owkin's K Pro is an autonomous AI scientist agent that informs biopharma R&D, clinical trial and portfolio decisions.

Evotec is a life-science partner running AI-assisted drug discovery and Just–Evotec Biologics manufacturing.

Silico is Goodfire's interpretability agent for understanding, debugging, and controlling the internals of your AI models

Clinical-stage biotech designing highly selective small-molecule drugs for oncology, immunology, and metabolic disease through partnership-led discovery.

Generative AI drug discovery suite covering target ID, molecule design, biologics engineering and clinical trial prediction.

Atomwise's APEX Protocol ML platform screens 10 billion compounds in under 30 seconds for small-molecule drug discovery

Generative biology company designing protein therapeutics — antibodies, enzymes, cytokines — through a closed loop of machine learning and wet-lab biology.