Solutions · Research
An instrument for the next coastal science.
For oceanographers, geomorphologists, ecologists, and climate scientists. Reproducible workflows, cited foundation models, and multimodal datasets — in one shared environment.
Reproducible pipelines
Every analysis is a versioned graph of operators. Re-run, fork, share, or cite a workflow with a single URL.
Open datasets
Curated coastal datasets — bathymetric, biodiversity, satellite — with FAIR-compliant metadata and DOIs.
Notebook + workspace
Embed Python and R notebooks alongside the platform's spatial workspace. Code-grade flexibility, GIS-grade visuals.
Foundation model APIs
Direct access to TimesFM, Clay, SAM 3, GraphCast, XBeach surrogates — with sensible defaults and serious knobs.
Citation-first
Every prediction emits a citable record: model, version, dataset, confidence interval, and provenance trail.
Collaborative cohorts
Workspaces for labs, multi-institution projects, and student cohorts. Permissions, comments, version history.
Field data ingest
Mobile + offline survey capture. Auto-syncs and joins to your spatial dataset on reconnection.
Open access
Free academic tier. Discounted research-institutional pricing. Custom partnerships for grant-aligned work.
Publication assist
Generate figure-quality SVG/PDF exports, methods sections, and supplementary data packages with one click.
Research access program
Free for graduate students, always.
We believe the next generation of coastal scientists shouldn't be gated by tooling. Ipnops is free for graduate students and visiting researchers, and discounted for academic labs. Apply with a 200-word research statement.
Apply for research access