Ariadne for agentic
structural biology.

Ariadne helps scientists turn complex structural biology workflows into traceable, evidence-guided decisions, from raw experimental data to interpretable structures.


01 — End-to-end workflow

From raw movies
to a solved atomic structure.

Ariadne decomposes the cryo-EM pipeline into three evidence-gated stages. Each stage has to prove itself before the next begins — so a downstream step never builds on an unsupported upstream decision.

“Route by evidence.”
Particle curationstage 01

Motion, CTF, picking & cleaning — until a trustworthy particle set exists.

evidence gate
Volume reconstructionstage 02

Ab-initio, heterogeneity & refinement — until the density is real and resolved.

evidence gate
Model buildingstage 03

Model building & validation — an interpretable structure you can publish.

02 — Professional tool mastery

One agent,
every leading tool.

Rather than lock to a single package, Ariadne picks the most suitable specialist for each stage among best-in-class cryo-EM software — and orchestrates them into one coherent scientific strategy.

CryoSPARC
3D reconstruction & refinement
RELION
Reconstruction & refinement
CryoSMART
Cloud Cryo-EM Data Processing Platform
DRACO
Micrograph denoising & particle picking
CryoUNI
Structural landscape determination
CryoACE
Atomic model building
More on the way
Additional structural biology tools and execution engines

03 — Knowledge base

Grounded in cryo-EM
knowledge — and yours.

Ariadne stands on a curated cryo-EM knowledge base distilled from the literature and hard-won practice. And it personalizes: feed it your own papers and past workflows, and it reconstructs the way your team would.

Curated knowledge

Best practices, failure modes and decision heuristics distilled from cryo-EM literature and real reconstructions.

Your lab, internalized

Point Ariadne at your papers and prior projects; it learns your conventions and replays your team's strategy.


Result Gallery

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Early access

Push the frontier of structuralbiology with Ariadne.

We're onboarding a select group of university labs and research groups through an application-based early-access program. If you're pushing the frontier of structural biology, we'd like to hear from you.