We are a for-hire research and consulting practice: you bring questions and data; we bring an instrumented pipeline constrained by the same ontology and gated-emission rules we use internally — and ship bounded, defensible results.
Inference runs inside the epistemic map — so your reports and methods packets are traceable, auditable, and grant- or board-ready.
Decision memo on whether your claim is reachable on available data — with explicit limits and next falsifiable step.
SBIR / NIH / NSF-ready sections: methods, data governance, risk, and responsible-AI disclosure language.
Structured output, report, checksum — immutable experiment ID; baselines preserved.
Baseline comparison, leakage check, claim-ceiling review on your model or manuscript.
Baseline comparison, leakage check, claim-ceiling review on your model or manuscript. Deliverable: written audit + next falsifiable experiment.
Structure-aware stratification on molecular or sensor cohorts. Deliverable: research report + methods-only artifact.
Interpretable early-warning features with abstention envelopes for climate, industrial, or physiological dynamics.
Corpus → entity/claim graph with contradiction maps for AI governance or bioinformatics teams.
Fixed-scope report on public or shared data. Low integration risk. Typical fastest path to invoice.
Deeper run with your data under NDA. Immutable experiment ID; no overwrite of prior baselines.
Oregon Coast AI LLC as scoped research entity; methods packet + artifact trail for NIH/NSF/ARPA-H style submissions.
Client data and proprietary IP stay in scoped study boundaries. Core methods remain separated. Public claims and partner deliverables pass human-verified gates — silent independence between IP tracks where required.
Email with org name, domain (climate / medical / materials / formal), data description, and what claim you hope to support. We respond with feasibility and scope — or an honest no.