Project Praxis

Automated onboarding auditor for corporate training pipelines.

Praxis navigates real onboarding modules, watches videos, completes quizzes, and produces a data-rich audit report so teams can experience their own training journey end to end.

HR OperationsUX & AccessibilityComplianceStart setup

Manual-to-Auto Handoff

Secure streamed browser session with MFA/SSO support and an “Attach Agent” trigger.

Multimodal Absorption

Watches video, reads transcripts, and maintains memory for quiz accuracy.

Audit Report

Logs active vs. idle time, friction points, and a quality critique.

User flow

  1. Initialize a new audit in the setup flow.
  2. Log in manually through the embedded browser.
  3. Select metrics and trigger “Start Audit.”
  4. Praxis navigates modules, watches videos, and solves quizzes.
  5. Gemini surfaces live insights in the session panel.
  6. Receive the Pipeline Health Report.

Success metrics

  • 95% pass rate on onboarding quizzes.
  • Recovery from page crashes or session timeouts.
  • At least 2 friction points logged per hour of training.

Docs snapshot

Detailed requirements, technical architecture, and QA strategy are captured in the docs directory for product and engineering alignment.

Product Requirements
Technical Architecture
Testing & QA Strategy