Roadmap 2025 → 2026

Lock the core this December, then scale smart in 2026.

We’re closing 2025 with complete role coverage—business owners, lecturers, and students—so we can spend 2026 layering automation, live teaching tools, and AI copilots.

  1. Ship a reliable baseline experience for business owners, lecturers, and students before the 2026 expansion.

    • Ship dashboards + profiles for all roles
    • Lock in reporting, course, and enrollment flows
    • Stabilize infra + analytics for year-end traffic
    Foundations
    Stability
  2. Launch growth levers for business owners: deeper billing, workforce insights, and automation hooks.

    • Enterprise billing + cost centers
    • Team health dashboard with trends
    • Workflow automations + webhooks
    Growth
    Automation
    Finance
  3. Give lecturers expressive tools to craft blended experiences with reusable content blocks.

    • Reusable lesson + assessment kits
    • Live session command center
    • Rubric library with peer review
    Authoring
    Delivery
  4. Focus on outcomes: mastery maps, social accountability, and smarter nudges on every device.

    • Mastery map with milestone badges
    • Peer accountability circles
    • Cross-device learning streaks
    Engagement
    Retention
  5. Layer AI across the stack—from course creation to student guidance—while keeping humans in control.

    • Contextual AI suggestions in every form
    • Role-aware copilots for owners + lecturers
    • Privacy-safe learning assistant for students
    AI Assist
    Intelligence
Roadmap | ATLAS