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Connected Support Across the Student Journey
We engineer agents for admissions, student services, learning support, course guidance, administration, and institutional knowledge — built so academic decisions stay where they belong: with educators.
- Sector
- Public & Institutional Services
- Agents on this page
- 6 purpose-built agents
- Control
- Approval checkpoints and audit trail
A university or school runs on conversations at scale.
Thousands of students ask about entry requirements, module choices, fee deadlines, and campus services — and behind each answer sits a staff member querying a student information system, an LMS, an admissions platform, and a shared drive that rarely agree with one another. The work is essential, repetitive, and growing faster than teams are.
Most of that volume is structured. An enquiry has an approved answer, an application has a checklist, a request has a policy. That makes education well suited to agents that read the right systems, resolve the routine share, and route everything else to staff with context already gathered — rather than leaving a queue of raw tickets.
Alpha Expansion builds these agents the way institutions need them built: permissions mirror existing staff roles, every action is logged, and admission, grading, and disciplinary decisions never leave human hands. Agents prepare, flag, and route. Educators decide.
Where the work slows down
Repeated Programme Enquiries
Admissions and front-desk teams answer the same questions about entry requirements, fees, and deadlines all cycle long — most of them from information the institution has already published.
Incomplete Applications
Applications stall on missing transcripts, references, and test scores, and often nobody notices until a deadline has passed and a qualified applicant has drifted away.
Fragmented Student Support
One student question can span registry, finance, and housing, but each office sees only its own system — so students repeat themselves and issues fall between departments.
High Administrative Volume
Room bookings, standard letters, form processing, and scheduling consume staff hours that should be going to students and teaching.
Inaccessible Institutional Knowledge
Policies and procedures live in PDFs, intranet corners, and inboxes across departments; even experienced staff struggle to find the current version of a rule.
Delayed Intervention
The signals that a student is struggling — missed deadlines, absences, no LMS activity — sit in separate systems until a tutor happens to notice, often late.
Six agents designed around this work
Admissions Agent
Guides applicants from first enquiry to a complete, decision-ready file — and hands that file to the admissions team, who make every call.
What it does
- Receives programme enquiries across web chat, email, and forms, and answers from the published prospectus, entry requirements, and fee schedules
- Checks each submitted application against the document checklist for its programme, flagging missing transcripts, references, or language scores to the applicant
- Prepares a structured applicant summary — qualifications, documents received, deadlines met — for admissions officers to review
- Routes non-standard cases such as transfer credit, mature entry, or unrecognised qualifications to the admissions team with the relevant policy attached
- Records every applicant interaction and status change in the admissions platform and CRM
Works in
- Admissions platform
- CRM
- Document storage
- Messaging
Offers, rejections, and entry-requirement waivers come only from admissions staff; the agent never communicates or implies a decision.
Student Services Agent
Acts as one front door for enrolment, records, finance, and campus-life questions — resolving the routine and escalating the personal.
What it does
- Retrieves a student's enrolment status, fee balance, and registered modules from the student information system before answering, so every response matches their actual situation
- Answers timetable, housing, fees, and campus-service questions from the institution's approved knowledge base, citing the source page
- Prepares standard documents — enrolment confirmations, transcript requests, exemption letters — and queues any that need a signature for staff
- Routes welfare, safeguarding, complaint, and appeal conversations to named staff immediately, carrying the full history so students never repeat themselves
- Records each resolved request against the student's record for continuity across departments
Works in
- Student information system
- CRM
- Knowledge base
- Messaging
- Document storage
Fee disputes, appeals, and anything touching wellbeing or safeguarding go straight to designated staff — the agent gathers context, not resolutions.
Learning Support Agent
Assists students in navigating course materials, deadlines, and study resources while grading and academic feedback remain entirely with educators.
What it does
- Retrieves module outlines, reading lists, and assessment briefs from the LMS when a student asks where to find or how to start something
- Checks upcoming deadlines and submission status across a student's modules and sends reminders on the schedule the institution sets
- Prepares revision summaries and practice questions drawn solely from the module's published materials, clearly labelled as study aids rather than assessed content
- Flags patterns of missed deadlines or low engagement to the personal tutor, following thresholds the teaching team defines
Works in
- LMS
- Student information system
- Calendar
- Messaging
It never marks work, gives feedback that counts toward a grade, or judges academic integrity — those questions route to the module tutor.
Course Guidance Agent
Helps students build a valid module selection against programme rules, leaving requirement interpretation to registry and the final choice to the student.
What it does
- Retrieves programme regulations, prerequisite chains, and module availability for the student's specific cohort and year
- Checks any proposed selection for credit shortfalls, timetable clashes, and unmet prerequisites, naming exactly which rule each conflict breaks
- Prepares side-by-side comparisons of elective options — assessment mix, schedule, workload profile — from the published catalogue
- Updates the student's module registration in the student information system only after the student confirms and every rule check passes
- Routes waiver, overload, and late-change requests to the programme director with the student's academic history summarised
Works in
- Student information system
- LMS
- Calendar
- Knowledge base
Prerequisite waivers, credit overloads, and regulation interpretation belong to academic staff; the agent enforces published rules but never bends them.
Administrative Workflow Agent
Executes the approved, rule-bound administrative tasks that consume staff hours — bookings, forms, scheduling — and queues everything else for people.
What it does
- Receives routine requests such as room bookings, event scheduling, and standard form submissions from staff and students through existing channels
- Checks requests against availability calendars, capacity limits, and written policy before acting on any of them
- Executes tasks that pass every check — confirming a booking, issuing a standard form, scheduling a meeting — within limits administrators set
- Updates calendars, booking records, and shared trackers as each task completes, so no one reconciles systems by hand
- Records what was requested, what was executed, and what was escalated in an audit trail administrators can inspect
Works in
- Calendar
- Document storage
- Messaging
- Student information system
Requests involving money, staffing, policy exceptions, or anything ambiguous wait for an administrator's explicit sign-off.
Institutional Knowledge Agent
Turns scattered policies, handbooks, and procedures into cited, current answers for staff and students — without ever interpreting policy itself.
What it does
- Retrieves answers from versioned, approved sources — academic regulations, staff handbooks, quality manuals — and cites the exact document and section
- Checks that every passage it quotes is the current version, flagging superseded or contradictory pages to the content owner
- Prepares draft corrections when staff report outdated policy text, routing each draft to the responsible owner for review
- Records questions no approved source can answer as documented gaps for the knowledge team to close
Works in
- Knowledge base
- Document storage
- Messaging
It answers only from approved sources; interpreting policy and changing official documents remain with the document owner every time.
One request, end to end
Question Received
A student asks in their own words through chat, email, or the portal — no forms, no menu trees.
Identity and Context
The agent verifies who is asking and loads their programme, year, and enrolment status from the student information system.
Approved RetrievalA person decides
It draws only on sanctioned sources: the knowledge base, the published catalogue, and the student's own records.
Task or Application Guidance
The student receives a cited answer, a step-by-step walkthrough, or a prepared form ready to review and submit.
Staff Review Where Required
Anything touching a decision, an exception, or a wellbeing concern routes to the responsible staff member with full context attached.
Record Updated
The interaction, its outcome, and any escalation are written back to the student's record so the next conversation starts informed.
Connected to the systems that run the work
01Student information systems
- Ellucian Banner
- PeopleSoft Campus Solutions
- Tribal SITS
- or a custom SIS
02Learning management systems
- Canvas
- Moodle
- Blackboard
- or Brightspace
03Admissions and CRM platforms
- Slate
- Salesforce
- HubSpot
- or a purpose-built admissions system
04Messaging and student portals
- Microsoft Teams
- Slack
- institutional email
- or an existing student portal
05Calendars and scheduling
- Google Workspace
- Microsoft 365
- or a dedicated timetabling system
06Document and knowledge stores
- SharePoint
- Google Drive
- Notion
- or an institutional repository
Governance Built for Academic Institutions
Education agents work with the records of young people and data that shapes academic futures, so control is the architecture, not an add-on. No agent we build makes an admission, grading, disciplinary, or other high-impact academic decision — those sit with educators, backed by checkpoints, scoped permissions, and a complete audit trail.
- Role-based permissions mirroring existing staff data access
- Approval checkpoints before record changes and outbound messages
- No autonomous admission, grading, or disciplinary decisions
- Educator oversight of all learning-support content
- Age-appropriate privacy controls and guardian-consent handling
- Data boundaries aligned to FERPA, GDPR, and local student-record law
- Audit trail covering every retrieval, answer, and escalation
- Evaluation suites run on real enquiry samples before each release
- Safe fallback to a named staff member on uncertainty
From first workshop to launch
Discovery and product architecture
Map the user journeys, workflows and technical priorities.
UX/UI design and prototype
Define the interface system, key screens and clickable flows.
Development and integrations
Build the frontend, backend and integrations.
Launch, optimisation and scaling
Improve the platform through analytics and feedback.
Questions, answered
Agents inherit the same access boundaries your staff roles already have — nothing broader. Deployments align to FERPA, GDPR, and local student-record rules, with age-appropriate privacy controls and guardian-consent handling where students are minors. Every retrieval is logged, so you can show exactly what was accessed and why.
Every decision that shapes a student's outcome: admissions, grading, feedback that counts toward marks, disciplinary matters, waivers, and appeals. Agents prepare files, check rules, flag patterns, and route cases — your people make the call. That boundary is enforced in the system's permissions, not just written in its instructions.
Yes — we integrate through the APIs your systems already expose, whether that is Banner, SITS, Canvas, Moodle, or something built in-house. We start with read-only scopes so agents can answer and prepare, then add narrowly scoped write access only for workflows you approve. Nothing gets ripped out or replaced.
With one high-volume, well-documented workflow — programme enquiries and enrolment questions are common first candidates because the approved answers already exist. We map the current process with your team, define the escalation boundaries, and test against real enquiry samples before anything reaches a student.
Map One Workflow With Us
Pick the process that eats the most staff time — programme enquiries, application chasing, enrolment questions — and we will map it with you end to end: the systems it touches, the rules it follows, where staff review sits, and what an agent could responsibly carry. You leave with a concrete design either way.