Built for your IT team's standards, not around them

Own subdomain and own isolated database per institution. Every request resolves to one institution before it touches data.

Browser based, nothing to install. On-premises single-tenant deployment supported from the same codebase.

SAML 2.0 and OIDC. Google and Microsoft supported.

Role based, enforced at the API rather than hidden in the interface. Super admin, admin and manager tiers, plus custom roles built per institution.

Complete trail. Platform domain events, an automatic record of every mutating administrative request, and a per-institution activity feed.

In transit and at rest.

Configurable.

HECVAT, GDPR and FERPA aligned.

RAG-based isolation. AI operates as an assistive and explainable system, not an autonomous decision maker on high-stakes outcomes. The Career Readiness Score is computed deterministically, and no student personal data reaches the model in the Command Center path.

Every AI call is metered and attributed by activity, model and student, with a full call ledger.

Modules gated per plan and overridable per institution: SSO, API access, white labelling, custom questions, data export, advanced reporting.

The institution is the controller of its education records. SkillDrift processes on your instructions under a data processing agreement. Purposes, subprocessors, retention and residency are set out there rather than left to interpretation.

Export your analytics, summary and detailed, as CSV, at any time. Placement analytics, department scorecards and cohort data. Nothing is held hostage and there is no exit fee.

A student can download their own profile, dimension scores, learning history and interview records. Student initiated and student controlled.

Our full data ownership and processing position, including the split between institutional data and student data, is set out in the software usage agreement and the data processing agreement. Both are available on request before you sign anything.