SDLabs

What is SDLabs?

Code-free agentic AI platform combining ML optimizers, analytics, and visualization for experimental design and multi-objective optimization, with optional laboratory integration for closed-loop experimentation.

SDLabs is Atinary’s customer-operated, code-free AI experiment design and optimization platform. In Self-Driving Labs mode, ML algorithms design physical experiments and send executable designs to laboratory robots; measured results automatically return to SDLabs to refine subsequent experiments. Current first-party documentation describes integrations with Chemspeed and IBM RoboRXN, distinct from simulation-only or recommendation-only operation. The separate Nexus connector transfers workstation files; it is not independently ranked as an AI application.

What teams use SDLabs for

Integrations and access

Platforms, integrations, and language support vary by plan and region. Confirm final requirements with the vendor.

What reviewers say

Enterprise readiness

These details come from the current product profile and may be vendor-supplied. Treat them as disclosed claims unless a public source or independent evidence is shown, and confirm final requirements with the vendor.

SOC 2

HIPAA

GDPR

Benchmarks and comparisons

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