Webinar Recording
See Atlas in Action: From Idea to AI Simulation

Vocareum Atlas

Turn a training idea into a working AI simulation — in minutes.

Describe the experience you want in plain language. Atlas builds it into a real, interactive app — and deploys it to every learner with governance, analytics, and LMS integration built in. See how to build AI simulations in plain language.

No coding · no engineers · no API keys to manage

Vocareum Atlas turning a plain-language prompt into a live loan-default model studio, with tuning sliders, a decision boundary chart, and accuracy metrics.
50M+
Learner labs launched
5M+
Learners
1M+
Learners in 2025
7K+
Institutions & organizations
Trusted by leaders in cloud, AI & online learning
AWS
Databricks
Nvidia
Udacity
Udemy
Emeritus
National Science Foundation
CFA Institute
Georgia Institute of Technology
University of Michigan
University of Notre Dame
How it works

Setup. Run. Debrief.

The same kind of AI-assisted build loop developers use — purpose-built for learning. Vocareum Atlas covers the whole lifecycle in one governed platform.

01

Setup

Describe what learners should practice — scenario, tools, your criteria for success. Atlas builds it into a working app; edit anything by asking for changes.

02

Run

Every learner practices in their own isolated copy — live tools, AI personas, real decisions — while access, versions, and AI budgets stay governed.

03

Debrief

Capture what learners actually did — decisions, transcripts, tool usage, outcomes — feedback for learners, scores back to your systems.

Use cases

What teams build with Vocareum Atlas

Incident response & technical scenarios

Drop learners into a live SEV-1 with competing tickets, ambiguous signals, and AI coworkers they can loop in — then debrief on the decisions.

  • Triage first: a full ticket queue, not one obvious fire
  • Live AI coworkers: DB on-call, comms, execs — they respond to what the learner actually says
  • Real consoles: practice on live cloud environments — AWS and others
  • After-action report: decisions and timing scored, results back to your LMS
SRE on-callEscalation drillsIncident commandCloud consoles
🔒 atlas.vocareum.com/sim/incident-sev1
Incident Response › Checkout outage — flash saleisolated copy · per learner
CHECKOUT ERRORS31%
REVENUE LOST$18,420
SIM CLOCK02:47 · 6×
02:47:12  ALERT  checkout error rate 31% — baseline 0.4%
02:47:31  deploy v2025.11.3 rolled to 100% · 6 min ago
02:48:02  db-pool: connection timeouts spiking on orders
PS
Priya · DB on-call AI persona
Connection pool on orders is saturated. I can scale it, or we roll back the 2:41 deploy — your call.
CHOOSE YOUR NEXT ACTION
✓ Roll back deploy v2025.11.3 Scale the pool +50%
Every decision on the record → after-action report · score passback

Conversation role-plays

Learners practice the conversations that decide deals and de-escalations — against personas that push back, not scripted dialogue trees.

  • Every hard conversation: sales objections, customer escalations, manager coaching, negotiation
  • Personas adapt: they respond to what the learner says and decides, in real time
  • Scored from the transcript: against your criteria for success
  • Feedback report: every session ends with a debrief the learner keeps
Sales objectionsCustomer escalationsManager coachingNegotiation
🔒 atlas.vocareum.com/sim/renewal-negotiation
Role-Play › Renewal negotiationlive AI persona
JD
Jordan Diaz · Head of procurement
Skeptical, price-anchored, has a competing quote
AI PERSONA
“Your quote is 40% over budget. Why shouldn’t we stay with the incumbent?”
Fair challenge — can we look at total cost over three years instead of the sticker?
LIVE SCORING — YOUR CRITERIA
Objection handling78
Discovery depth84
Advancing the deal61

Guided hands-on labs

Step-by-step tasks around real tools — Atlas checks the learner’s actual work before the next step unlocks.

  • Real tools inside the app: live databases, notebooks, and IDEs
  • Work-checked steps: each step verifies what the learner actually did
  • Hints, not answer keys: guidance drawn from your source content
  • Progress persists: learners pick up exactly where they left off
SQLNotebooksIDEsLive datasets
🔒 atlas.vocareum.com/lab/sql-joins
Guided Lab › Joins & aggregateswork-checked steps
Step 3 of 5 · Total spend per customer
SCHEMA
customers1,204
orders8,912
order_items24,405
products312
SELECT c.name, SUM(oi.qty * oi.price) AS total_spent
FROM customers c JOIN orders o ON o.customer_id = c.id
GROUP BY c.name ORDER BY total_spent DESC;
nametotal_spent
Meridian Foods48,120.50
Bluepeak Labs41,377.25
Work checked — Step 4 unlockedlive database · resets per cohort

AI upskilling sandboxes

Learners build judgment about models by using them — side by side, on real tasks, inside budgets you set.

  • Real models, side by side: OpenAI, Anthropic, and more — same prompt, compared outputs
  • Prompting exercises: scored on the outcome the learner produces
  • Governed keys: no API keys to buy, distribute, or rotate
  • Budgets you set: per-learner caps with usage visible to the request
Prompt engineeringModel comparisonPer-learner budgets
🔒 atlas.vocareum.com/sandbox/model-compare
AI Sandbox › Same prompt, two modelsgoverned keys · $5 cap
> Rewrite this incident summary for an exec audience
GPT-51.9s · $0.011
Checkout failed for 30% of customers during the flash sale. Root cause: a deploy exhausted the database pool…
Claude1.4s · $0.009
At 2:47 AM a release began timing out checkout for 3 in 10 customers. We rolled back within 11 minutes…
Scored against your criteria — reasoning captured for the debrief
$1.20 of $5.00per-learner budget · metered through the gateway

Decision & compliance scenarios

“What would you do next” moments scored on judgment and tradeoffs — with the reasoning captured, not just the click.

  • Branching scenarios: the situation responds to each call the learner makes
  • Judgment, not recall: tradeoffs scored against your criteria for success
  • Reasoning captured: learners justify the decision in their own words
  • Cohort view: see where judgment breaks down across the team
Ethics & complianceRisk callsPolicy application
🔒 atlas.vocareum.com/sim/launch-decision
Decision Scenario › Pre-launch calljudgment scored
T-minus 30 minutes. Legal flags that one claim in the launch campaign cannot be substantiated yet. Marketing says pulling it kills the headline. The exec sponsor is on a plane.
WHAT DO YOU DO NEXT?
Delay the launch — escalate to legal and the sponsor
Ship on time, flag the claim in the retro
Quietly remove the claim and ship
Your reasoning: the claim is material to the purchase decision, so the risk is not symmetric…
Scored on judgment and tradeoffs — rationale captured for the debrief

Clinical & professional education

Virtual patient interviews and production-shaped EHR practice with fictional records — for professional training providers.

  • Patients that answer like patients: anxious, vague, human — not multiple choice
  • Production-shaped screens: EHR practice on fictional records
  • Scored from the transcript: empathy, reasoning, red-flag screening
  • Session debrief: a feedback report every learner keeps
Patient intakeEHR practiceCare escalation
🔒 atlas.vocareum.com/sim/patient-intake
Clinical › Patient intake — chest painfictional records
MA
Alvarez, Maria · 58
MRN 004-772 · post-op day 3
FICTIONAL RECORD
BP 128/84HR 92SpO2 96%Troponin pending
“It’s probably nothing… just a little tightness on the stairs.”
When did the tightness start — and does it ease when you rest?
LIVE SCORING — YOUR CRITERIA
Empathy88
Red-flag screening61

Every experience ships the same way — isolated per-learner copies, your criteria for success, feedback reports, and score passback.

One governed platform

What you never worry about

Your teams already want to use AI in training. Today that means ungoverned consumer chatbots — or buying another single-purpose tool to review, secure, integrate, and renew. Vocareum Atlas is one governed place to build and deploy AI-powered learning experiences.

Isolation

One learner can't affect another

Every learner works in their own isolated environment, created per session.

Budgets

AI spend stays inside budgets you set

Per-learner caps with metered, visible usage. The surprise bill never arrives.

Identity

Access controlled through your SSO

Learners sign in through your identity provider — no new accounts, no shared logins.

Consistency

One app version for everyone, no drift

Every learner runs the version you published. Update once, everyone gets it.

Persistence

Learner progress persists between sessions

Learners pick up exactly where they left off — state is saved automatically.

Results

Results flow back automatically

Feedback reports, transcripts, and scores return to your systems — no exports.

Enterprise & security

Ready for your security review

Vocareum Atlas runs on the platform that has delivered governed, hands-on learning at production scale since 2012.

SSO & Identity

SAML 2.0 single sign-on through your identity provider — no new accounts, no shared logins.

LMS Integration

Native LTI 1.3 (and 1.1) with rosters and gradebook passback — Canvas, Blackboard, D2L, Moodle, and enterprise learning systems.

Compliance

GDPR, FERPA, and WCAG 2.1 AA — ready for the security review.

Keys & Credentials

Raw API keys and cloud credentials never reach the user — every request flows through the governed gateway.

ANY MODALITY

One platform for every way you train

Self-paced, live, online, or in person — the same working experiences, governance, and analytics underneath every delivery mode.

SELF-SERVE

Self-paced programs

Always-on simulations with automatic feedback. Learners practice anytime and get a debrief on every session — with no staff on call.

LIVE

Instructor-led training

Run live cohorts with real-time dashboards and shared scenarios. Facilitators can drop into any learner’s session to unblock them in the moment.

EVENTS

Workshops & kickoffs

Pre-provision capacity for hundreds of participants at once. Everyone launches an identical, ready-to-go environment from a single shared link.

PROGRAMS

Onboarding & ramp

Deliver multi-week curricula in persistent workspaces that save progress across sessions and scale cleanly from one cohort to the next.

ASSESSMENT

Certification & exams

Standardized, resettable environments with performance-based scoring — identical and secure for every learner, every attempt.

CUSTOMER

Customer & partner academies

Onboard users inside your real product with governed, white-labeled experiences embedded directly in your own site, academy, or documentation.

PRICING

Simple per-user pricing

Every Plan

$10

/ monthly active user

Secure, scalable environments for hands-on AI, data science, and cloud learning — LMS integration, auto-grading, and full isolation included.

Additional resource fees apply for AI, virtual machines, and cloud labs.

VOCAREUM AI GATEWAY

Talk to Sales

Campus- or company-wide deployments, white-label and REST API embedding, and every model call routed through one governed gateway — with volume pricing and centralized budget control.

Additional resource fees apply for AI, virtual machines, and cloud labs.

Common questions

Frequently Asked Questions

What is Vocareum Atlas?

Vocareum Atlas is an AI learning-experience builder for creating and delivering simulations, role-plays, guided labs, AI apps, tutoring patterns, and real-tool practice through the Vocareum platform.

No. Role-play is one important use case, but Atlas is broader. It can support conversation practice, decision simulations, workflow simulations, virtual patient scenarios, model comparison, incident response, governance exercises, and real-tool learning experiences.

A chatbot can answer questions. Atlas is designed to create structured learning experiences with scenarios, constraints, rubrics, delivery controls, learner tracking, feedback, and assessment. It also connects to Vocareum’s platform for LMS delivery, model access, and real lab environments when needed.

No. Atlas is designed so instructors and training teams can start from learning objectives, course materials, scenarios, and rubrics. Technical teams can still customize deeper experiences when needed.

Yes. When a simulation needs authentic practice, Atlas can connect the experience to Vocareum environments such as notebooks, IDEs, cloud labs, data tools, applications, and custom lab workflows.

No. Atlas sits above and alongside Vocareum’s lab infrastructure. It helps teams create the learning experience, while Vocareum labs provide the real environments, tools, compute, AI access, and assessment workflows behind it.

Atlas can score learner performance against rubrics, decisions, transcripts, outputs, task completion, tool usage, and other evidence of mastery. Results can be reviewed by instructors and connected back into existing learning workflows.

Yes. Atlas experiences can be built as reusable patterns and templates, then adapted for different courses, programs, audiences, or customers.

Atlas is designed for LMS-connected delivery through Vocareum, including launch workflows and grade passback where configured.

Atlas is for higher education, healthcare education, corporate training, customer enablement, online program providers, publishers, platform partners, and any team that wants to turn learning content into interactive, measurable practice.

See Vocareum Atlas build a training experience live

Bring a training idea to the call — we’ll turn it into a working simulation while you watch.

> Build a role-play where new managers practice tough feedback… enter ↵