All Agents
Education & Student Success

Agent Scholr

Every student supported. Every hour.

Agent Scholr gives educational institutions the always-on support layer they've never been able to staff. It shepherds applicants through admissions, answers enrollment and fee questions instantly, provides tutoring-style support grounded strictly in approved course material, assists faculty with first-pass assignment feedback, and watches engagement signals to flag at-risk students to advisors before they drop off.

Stack of school books with an apple and alphabet blocks
Education & Student Success
85%
of student queries answered instantly
3x
faster admissions processing
24/7
support during exams and enrollment
The Business Case

From Business Problem to Running System

What it costs you today, how the technology actually plugs in, and what changes on your P&L.

Business reality

The Problem

Institutions face crushing seasonal peaks — admissions floods, exam-week questions at 2 a.m. — that no support office can staff, while at-risk students disengage unnoticed until they fail or drop out.

How it plugs in

Our Approach

Scholr grounds every answer in your approved handbooks, policies, and LMS content, shepherds applications through your SIS, and continuously watches engagement signals — surfacing struggling students to human advisors with context.

What changes

The Payoff

Applicants get answers in minutes instead of days (enrolment conversion follows), faculty reclaim hours from repetitive questions, and retention improves because intervention happens before the drop-off, not after.

How It Works

From Signal to Resolution

Agent Scholr runs a continuous loop — always observable, always interruptible, always logged.

WORK INMoodle / Canvas / Bla…Google ClassroomStudent information s…AGENT SCHOLR — CONTINUOUS LOOP1EngageMeets students and applicants on…hat, email, and messaging apps.2GroundAnswers only from institution-app…oved handbooks, policies, and cou…3AssistHandles applications, reminders,…nd tutoring-style explanations.4AlertSurfaces struggling or disengaged…students to human advisors with c…learns from every correctionOUTCOMES85%of student queries answered insta…3xfaster admissions processing24/7support during exams and enrollme…Your team reviews & approvesEscalations arrive with full context attachedRuns on Orchestra — every step traced, replayable, and auditableRBAC · SSO · audit export
1

Engage

Meets students and applicants on chat, email, and messaging apps.

2

Ground

Answers only from institution-approved handbooks, policies, and course content.

3

Assist

Handles applications, reminders, and tutoring-style explanations.

4

Alert

Surfaces struggling or disengaged students to human advisors with context.

In Practice

What Teams Put Scholr On First

Concrete, bounded processes — the fastest way to prove value before widening the mandate.

01

Admissions season

Every applicant question answered in minutes; applications shepherded from enquiry to enrollment.

02

24/7 study support

Tutoring-style explanations grounded in the actual course material — including 2 a.m. before the exam.

03

Fee & deadline reminders

Personalised nudges for fees, registration, and document deadlines across email and WhatsApp.

04

Retention early-warning

Engagement signals watched continuously; advisors alerted with context before a student disappears.

What Agent Scholr Does

Admissions Q&A and application shepherding
Enrollment, fee, and deadline reminders
24/7 course-grounded tutoring support
First-pass assignment feedback for faculty review
Early-warning alerts for at-risk students
Parent and guardian communication workflows

Guardrails & Governance

Academic-integrity mode: explains, never completes graded work
Faculty review required on all grading assistance
Age-appropriate communication policies enforced

Works With Your Stack

Moodle / Canvas / BlackboardGoogle ClassroomStudent information systemsAgent Mailo for admissions inboxesWhatsApp & SMS outreach

Where Agent Scholr Delivers

All Industries

Ready to Put Agents to Work?

Tell us which process hurts most — email backlog, reconciliation, claims, scheduling — and we'll show you an agent handling it, governed and auditable, within weeks.