The Harness
for Science

Your data, meaning, and compute — all organized, findable, and ready for your research.

The harness that turns data into knowledge

Every result traces back to the raw observation that produced it — complete lineage that's discoverable, shareable, and auditable. The way science should be done.

020406080100020406080Concentration (mg/L)Response (%)

Claim

Concentration drives response

R² = 0.97 · Linear · 24 obs

Collect & Organize

DatasetsFile VersioningMetadata

Measurements arrive as unstructured observations. Dock organizes, versions, and catalogs them so nothing gets lost.

Built for How Science Actually Works

Stop fighting infrastructure. Start discovering.

MCP-Native

Every resource is wrapped with MCP. AI agents can manage datasets, trigger workflows, and query models without you writing glue code.

Managed Workflows

Define computational pipelines with custom environments, modules, and resource allocation. Run anywhere from a laptop to an HPC cluster.

Isolated Execution

Every workflow runs in its own secure container with resource limits, network isolation, and full audit trails.

Any Modeling Spec

LinkML, JSON Schema, OWL, Pydantic — bring your own data modeling specification. Dock handles validation, conversion, and publishing.