Proactive human-in-the-loop AI
Every student, held.
Proactive human-in-the-loop AI for equity, retention and student success in Australian higher education and VET. Retento reaches every consenting student, hears the signal before the silence, and brings in a person when it matters.
- Built & hosted in Australia
- Consent-gated
- Human escalation built in
Case manager queue
Jordan T. · Financial stress · rising
Escalated to humanOur Why
Retention starts before a student decides to leave.
1 in 8
domestic bachelor students leave higher education after first year (12.2%, 2023 cohort)
42.1%
of trade apprenticeships started in 2021 ended without completion within four years, the highest NCVER has reported
A$37–58k
teaching revenue forgone per first-year bachelor withdrawal; international students are multiples higher
Disengagement rarely happens suddenly. The signals — financial stress, isolation, falling behind, declining wellbeing — surface weeks earlier. Support usually already exists, but institutions don’t know which students need it soon enough, and it mostly reaches only those who ask: an equity gap as much as a retention one.
Sources: Dept of Education, Selected Higher Education Statistics 2024; NCVER, Apprentice and trainee completion rates 2025. Revenue: two remaining years at 2026 Commonwealth supported place resourcing.
Why now
Completion is now a funding question
The Universities Accord, the new ATEC funding arrangements and the National Skills Agreement put completion and equity at the centre of institutional performance.
Governments are buying retention directly
State programs are procuring student support on per-student, per-milestone payments: exactly this service model.
AI is ready; institutions need guardrails
Conversational AI can finally reach every student. Institutions want it with a duty-of-care answer: a human in the loop, not a chatbot alone.
Sovereignty is procurement-critical
Australian data residency and privacy compliance are threshold requirements for public buyers.
How it works
AI identifies and reaches. Humans intervene when it matters.
01
Engage
Proactive SMS check-ins from a named, AI-disclosed persona: their phone, their words.
02
Triage
AI reads responses across four domains: wellbeing and health, academic support, financial stress and social connectedness.
03
Resource
Instant, curated help for everyday needs from the institution's own services.
04
Monitor
Risk builds over time from what students request or express: continuous reassessment, not a snapshot.
05
Escalate
Thresholds, student request or any safety signal → a human case manager, with full context.
Student need, not institutional chase.
Retento responds to what students raise; fees, attendance and enrolment stay with the institution.
- Consent-gated: no engagement before opt-in
- Minimum data: only what's needed
- Australian-hosted: sovereign by design
Where it sits
A layer between your systems and your students.
Retento connects to the student information, learning and engagement systems you already run. Nothing is replaced, and the record of truth stays where it is.
Your systems of record
- Student information systemCallistaTechnologyOneaXcelerate
- Learning management systemCanvas by InstructureMoodleBlackboard
- CRM & engagementSalesforceMicrosoft DynamicsHubSpot
- Comms & service deskTwilio SMS gatewayEmailZendesk ticketing
Read-only, minimum-necessary fields over secure API or scheduled extract.
Engagement layer
- Risk signals unified
- Consent & eligibility checks
- Conversational triage
- Human escalation rules
Australian-hosted
What flows back
- Consented SMS outreachTwo-way, plain language
- Case manager queueContext-rich escalations
- Cohort risk reportingCompletion & funding evidence
Outcomes written back to your CRM and student record so the trail stays with you.
Illustrative architecture. Named systems are examples of common Australian deployments.
Two experiences
One platform, two experiences.
For the student
A concierge in their pocket. Someone checks in, knows their situation, and gets them help — by SMS, in their own words, with no portals or appointment queues. And a real person when it matters, without having to ask twice.
For your team
A case-manager queue with full conversation context — no cold starts. Cohort-level risk visibility across wellbeing, financial, academic and belonging domains, and an evidence trail mapped to your completion and funding reporting.
Scale
Reach every student. Escalate only the ones who need a person.
Triage and first point of resolution happen in the conversation, so your case managers begin at the point where human judgement matters.
- Whole cohort contacted12,000
Every enrolled student receives a consented check-in each cycle.
- Respond and engage5,400
Two-way conversation in plain language, no portal or appointment.
- Resolved at first contact3,900
Answers, links and referrals handled inside the conversation.
- Escalated to a human610
Prioritised, with full context, to the right case manager.
Illustrative volumes for a 12,000-student institution, shown to explain the model.
What that means for your team
- 1 case manager
- Traditionally reaches a few hundred students a semester.
- Same team, whole cohort
- Retento contacts everyone, then hands over only the students who need a person.
- Human time redirected
- Effort moves from finding students at risk to supporting them.
Coverage scales with enrolment; case-manager load does not.
Reporting
Evidence your executive can take to council.
Coverage, response, resolution and escalation — tracked continuously and reported in the language of completions and funding performance.
Retention insights
Semester 2 · all faculties · updated daily
Cohort contacted
98.2%
+4.1 pts vs last cycle
Response rate
45.1%
+6.3 pts
Resolved at first contact
72.4%
+2.8 pts
Median time to human
3h 12m
−41 min
Students supported per week
Need identified by domain
- Wellbeing31%
- Financial26%
- Academic workload24%
- Belonging19%
Every interaction is logged as evidence — mapped to completion, attrition and funding reporting your executive already submits.
Illustrative dashboard. Figures are examples, not client results.
Why Retento
Built for this sector, this country, this moment.
Human-in-the-loop by design
Others lead with AI autonomy and bolt on escalation. Retento is architected around the handoff: one persona across AI and human turns, and the human is the product, not the fallback.
Built for Australia
VET and apprenticeship mechanics, Australian referral networks, Australian English, and the realities of TAFEs and RTOs: not a US campus model translated.
Compliance as a foundation
Information Privacy Act, IS18 and data-residency fluency, with an ISO 27001 pathway from day one. Built and hosted in Australia.
Outcome-contract literate
Government retention contracts pay per student, per stage. Retento's reporting is built to evidence exactly those milestones.
The ROI
The ROI you can sign.
Retain one student in every thousand and Retento pays for itself. Retention infrastructure, not a communications tool: proactive engagement converted into measurable retention outcomes.
STEP 01
30,000 students enrolled
STEP 02
One retained student ≈ A$37k+ in remaining resourcing
STEP 03
Break-even ≈ 30 retained students
Illustrative: a retained domestic bachelor student is worth ≈A$37k+ in remaining resourcing (two years at the lowest 2026 CSP rate); most disciplines and international students are higher, VET values lower.
Overseas, AI-SMS retention platforms report uplifts of up to 14% (≈12% average across published partner results) at 250+ US institutions. None are Australian-hosted. None are built for VET. Retento exists to close that gap.
Figures are published claims of US category platforms — cited as category evidence, not Retento results.
Founding pilot program
Start inside your delegation.
Retento is selecting three lighthouse institutions for its founding pilot intake. A part-cohort pilot is deliberately scoped to sign within a portfolio delegation — weeks to launch, a defined student cohort, and an evaluation report mapped to your completion and equity metrics. Pilot partners shape the product and secure founding-partner terms.
Weeks to launch, not months
Defined cohort, defined budget
Evaluation mapped to your metrics
Duty of care, engineered in.
FAQ
Questions from the executive table.
The signal before the silence.
Book a 30-minute executive briefing — we’ll bring the model, the evidence base and a pilot design shaped to your cohort.