The Intelligence Layer
Sublime Intelligence keeps learners engaged, focused, and progressing.
An AI-native mentor system — calm, proactive, and emotionally supportive. It watches learning momentum, predicts risk, and guides every learner back to consistency.
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Behavioral SignalsActive
Risk DetectionEnabled
AI OutreachEnabled
Recovery PlansReady
Focus NudgesReady
Momentum TrackingLive
Progress InsightsReady
At-Risk StudentsSublime Intelligence
NameLast activityRisk
JJordan Blake5 days ago82
MMaria Alvarez8 days ago76
LLeo Chen2 days ago71
Follow Up (2)2 learners selected
Recipients · auto-selected
Options
Subject:
Send
Outreach settings
Tone
WarmDirect
Audience
At-risk learners · 3
Send window
This week
app.zionstar.ai/mentor
outreach · delivered
One-Click Outreach
From signal to sent in minutes
Sublime Intelligence selects the right recipients, drafts a warm, personalized message, and sends it — congratulations, reminders, or a gentle follow-up for learners who need attention.
Recipients auto-selected from risk signals
AI-drafted, editable subject and body
One click from insight to inbox
See how outreach works
Behavioral Intelligence
Intelligence across the whole journey
See today's risk — and where it's heading
Track on-track, not-on-track, and at-risk cohorts week over week, then switch to the AI forecast — a projected trend with a confidence band.
Dropout Risk Forecast4 weeks6 wks · AI
Not on trackAt riskWeek 4 · At risk 26 ▲ +2
Recovery you can measure
Every flag, intervention, and re-engaged learner rolls up into the outcomes leadership cares about — including the tuition revenue you retain.
Weekly ImpactThis week
Students flagged34↑ +3 vs last week
Interventions385↑ +41 vs last week
Re-engaged16↑ +5 vs last week
Est. revenue saved$1,41,000↑ +46.9% vs last week
Risk scored before drop-off
Behavioral models read pace, activity, and silence to surface who is slipping — long before the withdrawal form.
Proactive, never broadcast
Interventions fire the moment momentum dips — a calm, personal nudge, not a mass email blast.
The Workflow
From signal to recovered learner
01ObserveSublime Intelligence reads behavioral signals — pace, activity, silence — across the learner journey.
02PredictRisk models identify who is losing momentum, and why, before drop-off.
03InterveneCalm, personalized outreach with a concrete recovery plan — never broadcast spam.
04LearnEvery intervention outcome feeds back into the models and staff dashboards.
Capabilities
Behavioral learning intelligence, end to end
Retention predictionBehavioral learning intelligence that scores risk before drop-off happens.
Proactive interventionsNudges and outreach triggered at the moment momentum slips — not after.
Personalized guidanceContextual recommendations and pacing tuned to each learner's journey.
Recovery planningConcrete, achievable plans that turn 'you're behind' into 'here's the way back.'
Focus systemsAmbient intelligence that keeps learners oriented on the next meaningful step.
Learning analyticsMomentum tracking and intervention outcomes surfaced to program teams.
Where It Runs
Native in Sublime — a layer on everything else
Sublime Intelligence is the intelligence layer inside Sublime LMS, and it deploys onto Canvas, student portals, and custom platforms through LTI and a clean API.
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Native in Sublime LMSWoven through the entire learner journey — nothing to set up.
A layer on CanvasDeployed as the AI experience layer on your existing instance via LTI.
APIs for any platformStudent portals and custom apps integrate risk signals and interventions directly.
The Outcome
Recovery you can measure
Point Sublime Intelligence at the learners slipping away this term and watch the re-engagement — and retained tuition — add up.
Modeled recovery rate46%
Avg tuition retained$1,900
Modeled on a 46% recovery rate and $1,900 average tuition. A directional estimate, not a guarantee.
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See the Workflow
Watch Sublime Intelligence recover a learner.
A live walkthrough: risk signal, intervention, recovery plan, and the staff view behind it.
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