Ethos

Ethos is a privacy-first academic survey, analytics, and writer suite built for self-hosted use.
Alpha

Ethos

Ethos is a privacy-first academic survey, analytics, and writer suite for institutions, teaching labs, and research teams that need self-hosted workflows with zero external calls.

Survey builderQuestion types, logic, quotas, and collection workflows
Analytics chainQuality reporting, scale scoring, reliability, and EFA readiness; CFA lavaan syntax for structural planning
HTML reportDownloadable analysis report rendered from the surveyframe analytics chain
Ethos showing dashboard, builder, analytics, writer, and admin screens

What It Covers

Ethos is intended for research and teaching environments that need one integrated system for instrument building, response collection, statistical analysis, and reproducible report generation. The current alpha architecture includes a survey builder, an analytics chain covering quality reporting through to EFA readiness and CFA lavaan syntax output, a downloadable HTML report, and self-hosted deployment patterns.

What Is Available Now

The alpha includes a working end-to-end analytics chain powered by surveyframe v0.3, now live on CRAN (install.packages("surveyframe")): define an instrument, import CSV responses, run quality reporting, score scales, check reliability and EFA readiness, generate CFA lavaan syntax for structural planning, and render a downloadable HTML report. All computation runs locally through a self-hosted R engine with no external calls. PLS-SEM, CB-SEM, and structural equation model execution are planned for the next release cycle.

Current Stage

The product is in alpha. The public page is meant to explain the direction of the suite while access and pilots are still being scoped carefully.

Access And Limitations

Ethos is not available as a public hosted service. Pilot and update requests are handled directly through the form below while the self-hosted alpha is stabilised. Pricing and deployment scope are not published yet because pilot use is being discussed case by case with institutions and research teams.

Pilot Interest

Register Interest In Ethos

Use this form if you want updates on self-hosted pilots, institutional testing, or teaching-lab use cases.

Use the form below to register pilot interest or request an update.