A unified workspace for instructor attendance, replacement lessons, schedules and administrative controls.
Education providers coordinate instructors, hours, rooms and replacement sessions, often using disconnected tools and manual reconciliation.
A tailored administration system with kiosk-based check-in/out, replacement management, change audit trails and a consolidated view of teaching hours.
Further automation, acceptance tests and consistent reporting of operational indicators.
An exploratory specification enabling AI agents to discover structured APIs instead of relying solely on HTML crawling.
A self-hosted analytics platform prioritising privacy, access control and data ownership.
A designed platform to turn repetitive school administration tasks into AI-assisted workflows.
Tell us about the challenge. Together we can map a practical path without unnecessary complexity.