Cohort Management

Keep every cohort moving toward completion.

Launch cohorts, onboard learners, track weekly momentum, spot disengagement early, and give instructors a clear way to act before learners fall behind.

Interactive demo · No signup required.

Week 4 of 8 Cohort Health: On Track

AI Fundamentals — September 2026 Cohort

32 learnersAlex Morgan

Weekly Progress Demo data78%
  • 24On Track
  • 4Ahead
  • 4Need Attention

Next live session: Thursday 4 PM

The cohort journey

A cohort is a shared learning journey — not a learner list.

  1. Create

    Set the program, dates, instructor and seats for a new run.

  2. Onboard

    Add learners and see who has joined, who is invited and who hasn't started.

  3. Launch

    Open the learning journey to everyone on the same day.

  4. Engage

    Weekly lessons, checks, live sessions and a cohort feed keep people moving together.

  5. Guide

    Instructors see who needs attention, why, and what to do next.

  6. Complete

    Learners finish together, and you can see what kept them moving.

Set up a cohort Interactive demo

Create a cohort, add learners and launch — right here.

Everything happens in your browser. Nothing is saved and no message is sent.

  1. 1Create Cohort
  2. 2Add Learners
  3. 3Launch
Explore a live cohort Interactive demo

One cohort. Three perspectives.

Switch between the learner, the instructor and the admin. The cohort, the week and the learners stay the same.

Interactive demo try it here · Demo data invented figures · Concept demo not in the product yet · no badge = production functionality

AI Fundamentals — September 2026Week 4/832 learnersInstructor Alex Morgan On Track

What should I do next?

Maya Chen

AI Fundamentals · Week 4/8

  • Weekly Progress75%
  • Cohort Average Demo data68%
  • Streak Demo data6 weeks
  • Next DeadlineAssignment · Friday

Today's Learning Queue

  1. Watch Understanding LLMs (done)
  2. Check Weekly Quiz (done)
  3. Apply Evaluate an AI Response (up next)
  4. Join Live Session · Thursday 4 PM (to do)

Cohort Pace Demo data

You're on track

You75%
Cohort68%

You're slightly ahead of your cohort this week.

Learning feels different when you're not doing it alone.

  • Daniel OkoroWin2h

    Finished all of Week 4 a day early. The tokens lesson finally made context windows click.

  • Grace KimProject3h

    Shared my evaluation of a summarising prompt — would love a second pair of eyes on the bias section.

  • Alex MorganMentor recapYesterday

    Week 3 recap: the three prompt patterns we covered, and the slides from Thursday's session.

  • Cohort milestoneMilestoneYesterday

    28 of 32 learners have finished Week 3.

  • Omar HaddadDiscussion2d

    Where do you draw the line between a hallucination and a confident guess?

Reactions, wins and study groups are in the product. Replies here are a demo; nothing is posted.

Same cohort, instructor's view. Maya is on pace — but who isn't?

What's real in this demo?
What each part of the demo is
Shown on this pageWhat it is
Create a cohort: program, dates, weekly schedule, capacityProduction functionality
Add learners by email; invitation and seat per learnerProduction functionality
Importing a spreadsheet of learnersInteractive demo
Invite by link: the cohort's public enrolment pageProduction functionality
Start cohort (launch) and the cohort lifecycleProduction functionality
Welcome message, announcements and messaging the cohortProduction functionality
Learner week: progress, next best actions, live sessionsProduction functionality
Cohort average, streak and pace comparisonDemo data
Cohort feed: wins with reactions, study groups, announcementsProduction functionality
Replies in the feedConcept demo
Cohort health: progress, engagement, attendance, learners at riskProduction functionality
Weekly momentum trend and every figure on this pageDemo data
Why a learner is flagged (behind pace or inactive)Production functionality
Signal timeline for one learnerDemo data
Catch-up nudge to one learner or every learner at riskProduction functionality
AI-drafted, lesson-specific nudge and suggested next actionConcept demo
Assign Mentor from the attention queueConcept demo
Learner recovery and before/afterInteractive demo
Messaging a custom segment of learnersConcept demo
Live sessions: schedule, attendance, notes and recording linkProduction functionality
Session recap with key points and action itemsConcept demo
Cohort portfolio and status filtersProduction functionality
Cohort comparison and cohort intelligenceConcept demo
AI summaries, AI Mentor and help me catch upConcept demo
Walkthrough video: real product screens with a fictional academyProduction functionality
Communication hub Interactive demo

Communicate with the right learners — not always everyone.

New Announcement to Entire Cohort · 32 learners

Recent messages Demo data

  • Week 4 reminder → 4 learnersToday
  • Session reminder → Entire cohortYesterday
  • Assignment reminder → 7 learnersMon

Announcements to the whole cohort, messages to one learner and catch-up nudges to everyone at risk are in the product today.

Live sessions

Live sessions that keep the week together.

Week 4 Q&A

Thursday 4 PM · Instructor Alex Morgan · Registered 32

Sessions, attendance, notes and recording links are in the product. Sublime links to your video tool; it doesn't host calls.

Cohort portfolio Demo data

Every cohort, and which ones need attention.

  • AI Fundamentals — Sept

    32 learners · Alex Morgan

    78%
    On Track
  • Leadership Foundations — Sept

    46 learners · Priya Shah

    82%
    On Track
  • Data Analytics — Aug

    28 learners · Jordan Lee

    61%
    Needs Attention
  • Security Awareness — Sept

    120 learners · Priya Shah

    94%
    On Track
  • AI Fundamentals — Nov

    30 learners · Alex Morgan

    Upcoming

  • AI Fundamentals — June

    35 learners · Alex Morgan

    100%
    Completed

See where one cohort is moving differently from another. Demo data

September and August cohorts at Week 4 (demo data)
At Week 4SeptemberAugust
Weekly engagement 84% 76%
Completion pace 78% 69%
Attendance 91% 85%
Assignments on time 88% 74%

Demo insight: The September cohort is currently progressing faster through Week 4 and has fewer overdue assignments than August.

Descriptive, not a ranking of cohorts or instructors.

Explore Learners
Cohort intelligence Demo data

See where momentum changes before completion does.

Weekly momentum
Weekly cohort momentum, demo data: W1 91%, W2 88%, W3 84%, W4 78%. Declining each week since Week 1. 708090 91% W1 88% W2 84% W3 78% W4
  • Most Common FrictionWeek 4 assignment
  • Engagement Change−6 pts
  • Learners Recovered3
  • Learners Needing Attention4
From enrolment to completion pace
  1. Enrolled32
  2. Activated30
  3. Week 1 Active29
  4. Week 4 Active27
  5. On Completion Pace24
Before and after Interactive demo

Don't wait for the final completion report to find out someone fell behind.

Before

Noah Williams

32%

  • Inactive 4 days
  • Quiz not started
  • Behind cohort
Targeted intervention
After · demo scenario

Noah Williams

72%

  • Lesson resumed
  • Quiz completed
  • Back on pace

Interactive scenario — not a customer outcome.

  1. 1Identify a useful signal
  2. 2Understand the context
  3. 3Take the right action
  4. 4See whether momentum returns
Try the intervention yourself
AI inside cohort management Concept demo

AI where the work happens — not another dashboard.

For instructors

Choose an action to see what the assistant would say about this cohort.

For learners

Maya's AI Mentor answers from this week's lessons.

90-second walkthrough

See it in the product, from a new cohort to learners back on pace.

Create → add learners → launch → the learner's week → cohort health → attention and nudge → progress. Recorded in Sublime LMS with a fictional demo academy.

Transcript
  1. 0:00 Create a cohort: program, dates, schedule and seats — AI Fundamentals, September 2026, 40 seats.
  2. 0:15 Add learners by email. Each one gets a portal invitation and a seat.
  3. 0:25 When the roster is ready, start the cohort and the learning journey opens for everyone.
  4. 0:35 Learners see their week: where they are, what's done and what to do next.
  5. 0:50 Instructors see cohort health: progress, engagement, attendance and who is at risk.
  6. 1:05 Open a learner who needs attention, see why they're flagged, and send a catch-up nudge.
  7. 1:20 Follow the cohort week by week and see progress return. Recorded in Sublime LMS with a demo academy.
Use cases

Built for programs that run in cohorts.

  • Corporate Training

    Employee Development Cohorts

    Run onboarding and upskilling in groups, see which teams are keeping pace, and step in before a program stalls.

    Explore Corporate learning
  • Bootcamps

    Career Cohorts

    Keep an intensive cohort together week by week, with mentors who can see who is falling behind.

    Explore Bootcamps
  • Academies

    Instructor-Led Programs

    Launch each new run from the same program, with live sessions, a cohort feed and instructor visibility.

    Explore Academies
  • Universities

    Program Cohorts

    Follow a program's intake through the term with shared milestones and attendance.

    Explore Universities
  • Certification Programs

    Certification Cohorts

    Move candidates through preparation together and see who is on track to sit the exam.

    Explore Certificates

Don't just enroll a cohort. Keep it moving.

See how Sublime connects cohort operations, weekly learning, learner momentum, instructor visibility, communication and intervention in one experience.

Talk to Us About Your Cohort Program