Academic Agent
Class and subject trends, with intervention suggestions for teacher review.
Planned expansionSpecialist assistants for the decisions and everyday work that connect your school. From the first admission enquiry to the final journey home.
Product blueprint overview · Agent availability and rollout are confirmed for each school.
Choose an agent to see its role, an example question and where people remain in control.
Bring attendance, staffing, fees, admissions and transport exceptions into a focused morning conversation.
Attendance is 95.1%. Six substitution recommendations are ready for review. Route 07 is running approximately 14 minutes late.
Agree a baseline during the pilot, then review actual deployment results.
The operating model in our blueprint connects every recommendation to its context, its owner and its outcome.
Read permitted school records and approved knowledge.
Explain the finding and prepare a proposed next step.
Let the authorised person review sensitive actions.
Carry out only the permitted, approved workflow.
Record the action, approval and outcome for follow-up.
The agent-suite blueprint defines a shared permission and approval model across every assistant.
Teachers see their assigned classes. Parents see their linked children. School and campus boundaries define the scope.
Sensitive notices, student interventions and bulk communications require an authorised review.
The planned audit trail records the user, context, approval, time and outcome of each AI-triggered action.
Sensitive questions and unresolved exceptions are escalated to the school team.
Planned expansion areas extend the model into academics, operations and learning. Priorities are agreed through implementation.
Class and subject trends, with intervention suggestions for teacher review.
Planned expansionConstraint-aware schedules and substitution recommendations.
Planned expansionStaff queries, leave, attendance and document reminders.
Planned expansionCross-campus comparisons and conversational reporting.
Planned expansionDrafts, translations and audience selection for approved messages.
Planned expansionCurriculum-aware practice and revision under school controls.
Planned expansionQuestion-paper drafts, schedules and result analysis.
Planned expansionInventory, assets, library and maintenance follow-up.
Planned expansionDocument expiries, evidence collection and policy tasks.
Planned expansionChoose the roles, school records, approved knowledge and workflows that will be included.
Review representative questions, permissions, approval steps and escalation paths before rollout.
Track usage, response quality and operational outcomes before enabling additional agents.
Let’s explore what a connected school could look like for you.