Demo data
Learning shouldn't end when the course does.
Give graduates one place to keep credentials, stay connected, discover opportunities, continue learning, and remain part of their community.
Interactive product experience · No signup required.
- Learn
- Complete
- Earn credential
- Become alumni
- Stay connected
- Keep growing
- Give back
- Return to learn
Most LMS journeys end at Certificate issued. Sublime keeps the relationship going.
Completion isn't the end of the journey.
Maya finished AI Fundamentals with the September 2026 Cohort. Watch what happens next.
Interactive demo try it here · Demo data invented figures · Concept demo not in the product yet · Production functionality in the product today
AI Fundamentals · September 2026 Cohort · Alex Morgan
Program Complete
- Certificate earned · Sep 20, 2026
- AI Fundamentals Professional Certificate
- New status: Alumni
- LearnerAI Fundamentals · 100% complete
- GraduateCertificate earned · Sep 20, 2026
- AlumniAI Fundamentals Alumni
One continuous identity Production functionality
- No second account
- No profile rebuild
- No certificate upload
- No re-joining the community
When the organization turns it on, course completion enrolls the learner as alumni on the account they already have.
Everything after graduation, in one place.
Credential first, then what's new, what's next and who's around. Switch to Program Admin to see the same community from the organization's side.
Good morning, Maya.
Aisha PatelQuestion
Responsible AI in Production
Responsible AI in Production: How are you checking for hallucinations once a model is live — sampling, human review, or automated evals?
- Lucas MartinWe sample 50 answers a week and review them against sources.
- Alex Morgan InstructorPair the sampling with the Week 6 evaluation rubric — it catches unsupported claims early.
-
Aisha PatelAchievement
Shared a project with the cohort: Bias Checks for Support Chatbots.
-
Lucas MartinEvent
Is attending the AI Alumni Roundtable on Oct 8.
-
Alex MorganInstructor
Pinned a resource for the cohort: AI Evaluation Checklist.
-
Priya ShahAchievement
Earned the Applied AI Projects certificate.
Nothing here yet.
Alex Morgan takes part as instructor after graduation — through discussions, roundtables and resources, not unlimited one-to-one support.
Find people from the community
Production functionality-
Aisha PatelAI Fundamentals · Sep 2026
Responsible AI · Evaluation
Open to mentoring -
Lucas MartinAI Fundamentals · Sep 2026
AI Product Development · Automation
-
Maya ChenAI Fundamentals · Sep 2026
Responsible AI · Evaluation · AI Product Design
Open to mentoring -
Priya ShahAI Fundamentals · Sep 2026
AI Product Design
Only alumni who chose directory visibility appear. Private profiles never do.
AI Fundamentals · September 2026
PublicThe September 2026 AI Fundamentals cohort, after graduation. Roundtables, projects and what everyone is working on next.
Announcement from the moderators. AI Alumni Roundtable with Alex Morgan on Oct 8, 4 PM: Evaluating AI Systems in Practice.
Members
- Aisha PatelResponsible AI · Evaluation
- Lucas MartinAI Product Development · Automation
- Noah WilliamsApplied ML
- Priya ShahAI Product Design
- Alex Morgan ModeratorInstructor · AI Fundamentals
No ranking, no leaderboard. Only people who chose to be visible appear.
Cohort memory
Concept demo- Final projects8 shared with the cohort
- Cohort milestoneProgram completed Sep 2026
- Selected discussionsKept from the program
- Instructor's closing noteFrom Alex Morgan
No grades, private submissions or progress history carry over.
Pinned by moderators · project showcase
Concept demoAI Evaluation Framework
A lightweight framework for checking AI answers for unsupported claims, missing sources and unsafe advice.
Reflection: Writing the rubric first made me realise how often a fluent answer had no evidence behind it.
Feedback: Clear criteria and a practical scoring guide. — Alex Morgan (shared with Maya's permission)
Also shared: Bias Checks for Support Chatbots (Aisha Patel) · Prompt Library for Product Teams (Priya Shah). Curated by the program team, not ranked by popularity.
Mentoring
Production functionalityYou are mentoring at 2 mentees capacity.
Mentor settings
Turn graduates into guides for the next cohort.
Mentees at a time2 mentees
Requests pause automatically when you reach your limit, so nobody waits on a full mentor.
New learners see Maya's program, cohort and topics — never her contact details.
Why this match
- Same program: AI Fundamentals
- Mentors on your stated goal: project feedback
- 2 of 2 mentee spots open
Give back
Concept demo- Project reviews2
- Alumni panel1
- Helpful replies4
Recognition: Alumni Mentor · Project Reviewer · Community Contributor. No leaderboards or tiers.
Know someone who would benefit from AI Fundamentals? Production functionality
Opportunities
Production functionalityApplied AI Evaluation Project
Alumni projectReview 40 support-bot answers against a shared rubric and write a findings note.
- Skills
- AI Evaluation, Responsible AI
- Eligible
- AI Fundamentals Alumni
Staff review every listing before alumni see it. Organizations here are fictional; profiles are never shared with employers unless an alum opts in. Demo data
VirtualRoundtableAI FundamentalsProduction functionality
AI Alumni Roundtable
- Thu, Oct 8 · 4:00 PM–4:45 PM EDT
- Online · link sent after registration
- Free · 23 of 60 registered
- Hosted by AI Fundamentals · September 2026
Registered.
Evaluating AI Systems in Practice. Hosted by Alex Morgan, AI Fundamentals instructor. 45 min.
- What changed in evaluation this year (10 min)
- Alumni case: Maya's evaluation framework (15 min)
- Open discussion (20 min)
Sep 24 · completed
Concept demoPrompting Patterns Roundtable
Alumni compared prompt templates for support teams. Key takeaway: keep a shared library and test prompts against real tickets before rollout.
Event types you can run: roundtables, masterclasses, office hours, project showcases, networking sessions, certification updates, industry talks.
Notifications
Grouped by intent, not by volume. Nothing here nags you.
- AI Alumni Roundtable — Oct 8 · 4 PM · hosted by Alex Morgan
- Applied AI Project Showcase — 3 featured alumni projects
- Applied AI Projects — Advanced program · starts Oct 19
You're all caught up.
Continue learning
Concept demo- AI Fundamentals
- Applied AI Projects
- AI Product Leadership
Continue learning
Applied AI Projects
Your AI Fundamentals credential satisfies the prerequisite.
- Scoping an AI project
- Data and evaluation plans
- Building with guardrails
- Final showcase
Based on: AI Fundamentals completed · Final project: AI Evaluation Framework · You selected the AI Evaluation interest · Prerequisite satisfied.
Never based on inferred career goals, salary or seniority.
Enrolled in Applied AI Projects (simulated)
AlumniLearner + Alumni
Maya's alumni identity, credentials and community stay with her while she learns.
Alumni learning library
- Evaluating AI Agents12 min
- Responsible AI in Production masterclass45 min
- AI Evaluation Checklist8 min
Refreshers and updates for graduates — not a second active-learner dashboard.
Maya Chen
Verified alumniMentor · AvailableAI Fundamentals graduate · Responsible AI
Credential wallet
Production functionalityCredential wallet
- AI Fundamentals Professional CertificateCertificate · issued Sep 20, 2026Verified
- Responsible AI FoundationsMicro-credential · issued Sep 6, 2026Verified
- Applied AI ProjectsCertificateNot yet earned
Infection Prevention & Control
Production functionalityRenewal available
- Credential active
- Expiring soon
- Renewal available
- Required learning
- Assessment
- Renewed
The Responsible AI Foundations standard was updated with new guidance on evaluating model outputs.
New section: checking model outputs against sources before release. Your credential stays valid; the update is optional reading.
Who sees what
Production functionalityPrivate by default, never shown
Private assignments · Quiz scores · Instructor feedback (unless shared) · Recovery history · Admin notes
Email me about
- Production functionality
- Production functionality
- Production functionality
- Production functionality
- Concept demo
- Concept demo
Dashboard
Understand what happens after completion. Network health for the AI Fundamentals alumni. Demo data
- Alumni128
- Active this month46
- Upcoming events2
- Continued learning18
- Renewals due12
Where graduates drop off
Every graduate can be invited to activate. The funnel shows where alumni stop — counts, not causes. Production functionality
We say: “18 alumni explored continued learning this month.”
Not: “Alumni engagement drove 8 enrollments.” — engagement isn't shown to cause enrollment.
- Graduates128
- Portal activated104
- Credential viewed72
- Active this month46
- Alumni activity31
- Continued learning explored18
- Joined another program8
Alumni by program
Concept demo| Program | Alumni | Active | Continued learning |
|---|---|---|---|
| AI Fundamentals | 128 | 46 | 18 |
| Data Analytics | 94 | 31 | 11 |
| Leadership Essentials | 76 | 28 | 9 |
A fixed list, not a ranking of programs.
Popular this month
- AI Alumni Roundtable24 attendees
- Applied AI Projects12 views
- Responsible AI discussion18 participants
- Renewals approaching12
Sublime IntelligenceConcept demo
Alumni activity is concentrated around the upcoming roundtable and the Responsible AI discussion. 12 credentials are approaching renewal.
18 AI Fundamentals alumni viewed Applied AI Projects this month. Interest, not sales intent.
Campaigns
Interactive demoPrepare the roundtable invitation for AI Fundamentals alumni.
- To
- AI Fundamentals alumni (128)
- Subject
- Join us: AI Alumni Roundtable, Oct 8
Campaigns are sent by staff. Nothing is sent by AI on its own.
Segments: program, cohort, graduation period, credential status, alumni activity, mentor availability. Not shown to admins: private messages, assignment contents, instructor notes, individual employment details.
Ask what's next. See why.
Contextual answers from what Maya can already see — with the basis shown, and nothing inferred about her career.
Alumni Knowledge
Drawn from 12 discussions, 8 projects, 3 roundtables, 6 instructor resources.
Three recurring approaches: weekly sampling against sources, rubric-based review (the Week 6 rubric), and small automated checks for missing citations.
Never included: private messages, assignments, hidden profiles, instructor notes, restricted content.
Never inferred
- Career success
- Salary
- Employability
- Seniority
- Personality
- Networking value
- Hiring likelihood
The credential is one tap away.
The alumni app is responsive web: on a phone it leads with credential, what's new, event, continue learning, community — no admin density.
Credential verified
AI Alumni RoundtableOct 8 · 4 PM Applied AI ProjectsStarts Oct 19One graduate, from completion to what's next.
Recorded in the running product with a fictional academy: Maya Chen → AI Fundamentals → September 2026 Cohort → Alumni, then the alumni office's view of the same network.
Transcript
- 0:00 · Program complete Maya Chen completed AI Fundamentals with the September 2026 cohort. Her certificate checks out on the public verification page.
- 0:10 · Alumni home & reply The same account opens her alumni home. Aisha's question from their cohort tops the feed, and Maya replies.
- 0:22 · Credential Her profile carries the verified AI Fundamentals credential, issued from the institution's records rather than uploaded.
- 0:30 · Cohort community The September 2026 cohort keeps its own community, moderated by Alex, with its members and resources.
- 0:39 · Roundtable She registers for the AI Alumni Roundtable, hosted by her instructor Alex Morgan on Oct 8.
- 0:47 · What's next Notifications bring what's next: the roundtable, the cohort discussion and Applied AI Projects, the advanced program.
- 0:54 · Give back Mentoring lists matches with their reasons, and Maya sets how many mentees she can take.
- 1:01 · Admin · Dashboard The alumni office signs in to the admin console: verified alumni, engagement, where graduates drop off, and the alumni directory. Demo data.
- 1:13 · Admin · Communities & events From the same console the office runs communities, events and campaigns — including the AI Fundamentals cohort and its roundtable.
- 1:26 · Keep growing Back to Maya's alumni home. Recorded in Sublime LMS with a fictional academy.
- Learning ExperienceView Completed Journey →
- CertificatesView Credential →
- Cohort LearningView Cohort Alumni →
- Progress TrackingView Learning History →
- Assignments & FeedbackView Shared Project →
- Sublime IntelligenceAsk What's Next →
- Recovery WorkflowsResume Renewal →
- Instructor WorkspaceView Former Cohort →
One alumni experience, in your organization's words.
AI Fundamentals Alumni
- Graduate community
- Advanced programs
- Events
- Projects
- Mentorship
- Referrals
- Credentials
Certified Practitioner Community
- Credential wallet
- Verification
- Continuing education
- Standards updates
- Renewal
- Professional community
Leadership Accelerator Learning Community
- Ongoing community
- Advanced learning
- Events
- Mentor circles
- Credential maintenance
Uses "Learning Community" instead of "Alumni". Employee activity is never shown to peers or managers by default.
Academy Alumni
- Cohort memory
- Projects
- Alumni community
- Events
- Mentorship
- Continued learning
Not a fundraising or advancement platform.
- Training Providers
- Professional Academies
- Bootcamps
- Certification Providers
- Universities
- Corporate Leadership Programs
- Professional Associations
- ProofCredentials stay verifiable
- ConnectionCohort and community persist
- GrowthThe next program is one step away
- OpportunityProjects and roles from the network
- ContributionGraduates guide the next cohort
- ReturnAlumni come back to learn
What's real in this demo?
| Shown on this page | What it is |
|---|---|
| Course completion can enroll a learner as alumni (a setting), keeping the same account | Production functionality |
| Verified credential, credential wallet, public verification and renewal | Production functionality |
| Alumni directory that lists only people who chose to be visible, with search filters | Production functionality |
| Profile visibility levels and per-field settings for employer, city, timeline and more — not every field | Production functionality |
| Cohort and program communities, feed, discussions and comments | Production functionality |
| Alumni events with registration, capacity and reminders | Production functionality |
| Opportunities (projects, jobs, speaking, volunteering) reviewed by staff before they appear | Production functionality |
| Mentoring: availability, capacity and the topics a mentor helps with | Production functionality |
| Prospective-student referrals | Production functionality |
| Notification preferences for events, communities, mentoring and jobs | Production functionality |
| Admin activation funnel, monthly engaged alumni and staff-sent campaigns | Production functionality |
| Maya, her cohort, every name, date and figure on this page | Demo data |
| Completion → alumni transition, verification, RSVP, reply, directory search and role switch | Interactive demo |
| Cohort memory (closing note, milestone) and alumni project showcase | Concept demo |
| Event replay with recording and summary | Concept demo |
| Continued-learning recommendation, pathway and alumni learning library | Concept demo |
| Return to learning with prerequisite check | Concept demo |
| Contribution summary and credential-update notices | Concept demo |
| Credential and learning notification categories | Concept demo |
| Sublime Intelligence prompts, explanations and Alumni Knowledge answers | Concept demo |
| Admin intelligence, cohort portfolio and continued-learning interest | Concept demo |
| Walkthrough video: the running product on a fictional academy — no mock screens | Production functionality |
Every person, organization and figure is synthetic demo data. Sublime gives graduates a persistent place to stay connected and discover what's next; this page makes no claim about employment, salary, retention or repeat-enrollment outcomes.
The learner relationship doesn't have to end at graduation.
Give graduates a place to keep credentials, stay connected, continue learning, contribute, and return for what's next.