Free for academics. Paid by industry.

For PhD students, researchers, and supervisors who need private project journals, guided ingest, and report drafts.

For small engineering teams that want shared project trails, review workflows, and managed exports.

For regulated engineering organisations that need private deployment, SSO, compliance templates, and audit support.

For labs and departments that need low-friction onboarding across multiple research groups.

Attach aviation, medical, civil, or energy evidence templates when the project needs traceability against clauses.

Generate expert report bundles, exhibit lists, declarations, joint statement drafts, and audit trails.

Future PDF, DOCX, LaTeX, and Typst exports, backed by a Python report service.

Project backbone, stages, substeps, iterations, metrics, files, notes, and report preview are the common baseline.

The interface already shows the routing states: handled locally, lightweight review, reasoning review, or full project sweep.

Browser workspace storage keeps the early product fast to try. Account storage, teams, and audit trails arrive as the backend comes online.