SynqLab
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An AI research team for the lab

Biology's self‑improving operating system.

A team of AI agents runs your design–test–learn loop, records every outcome — even the failures — and gets sharper with every experiment.

DESIGN ROUND
STAGE 01 / 05
Generate
A pipeline runs once — this loops

Generate

Not one model — a team
The platform

One registry. Every tool, one interface.

Generators, predictors, docking, simulation, and learned metrics — all callable through a single traced interface.

// metric learning

Task-specific scoring

Small predictors trained on your own measurements — the metric that matters improves every round.

// budget-aware

Staged compute

Cheap gates cut most candidates before expensive tools ever run.

// provenance

Everything traceable

Each candidate traces back to the model, prompt, and data that made it.

49
tools · one registry
<30m
full loop · one laptop
100%
runs versioned
© 2026 SynqLab
design → test → learn ↻ 01 / 04