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Eureka vs Vocareum Atlas

An AI-native builder that turns a prompt into an interactive role-play or a hands-on lab, governed and LMS-integrated — versus validated, multi-round business simulations with a deterministic economic engine and team competition.

Who this is for

For schools and academies choosing between generating AI scenarios and role-plays themselves, and running proven, multilingual business simulations where teams compete over several rounds under a modelled economy.

Side-by-side comparison

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Dimension Eureka Simulations Vocareum Atlas
Catalogue size 36 core simulations (18 co-developed with IESE) + an Express catalogue of short formats Not a catalogue of business simulations: an AI builder — you describe the scenario in plain language and it generates it. Backed by Vocareum's labs (AI Notebook, Cloud Labs, Cyber Ranges, Agentic AI Labs)
Languages Platform in 16 languages; Express in 9 (EN, ES, CA, DE, EU, FR, IT, PT, ZH) Platform and documentation in English; scenarios are generated by a language model, so you can write them in other languages, but there is no packaged multilingual delivery
MBA / Exec-Ed depth High — ExSim plus 18 simulations co-developed with IESE faculty Low-medium for business-school strategy and capstone; its ground is AI, data, cloud, cybersecurity and conversational practice
Corporate L&D fit Medium-high — 90-minute Express format to scale to thousands of managers High — sales role-plays, customer escalations, coaching and technical enablement; customer and partner academies (AWS, Databricks, NVIDIA)
Deployment / hosting Cloud SaaS, 100% browser (Archimedes platform), EU-hosted (GDPR) Cloud SaaS (US); isolated per-learner environments with real tools, and every model call routed through their AI Gateway
Pricing tier $$ — institutional licence, quoted by programme and number of participants $–$$ — ~$10 per monthly active user + metered AI, virtual machine and lab usage; Enterprise custom
Customization High — co-development with the professor; custom-built simulations Very high on authoring speed — you generate the scenario from a prompt, with no code, no developers and no API keys to hand out; the instructional design and its validation are yours. No export or portable package for the generated scenario is documented: it runs inside Vocareum
Integrations (LTI, SSO) LTI + SSO (SAML 2.0); integrates with Moodle, Canvas, Blackboard Very strong — native LTI 1.3 (and 1.1) with Canvas, Blackboard, Moodle and D2L, roster sync, grade passback, REST API, SAML 2.0 and white-label delivery
Reporting / analytics Live instructor dashboard; decision data taggable by competency (AoL-ready) Rubric scoring, transcript analysis, task and tool-use verification, and decision capture; every session ends in an automated per-learner debrief report, with a cohort view, and grades flow back to the LMS automatically
Target geography Spain + LATAM (IESE family: IPADE, IAE, INALDE, PAD…); 20+ institutions, 40,000+ students trained US-based; global reach via cloud providers, MOOCs and universities (5M+ users, 7,000+ institutions)

When Vocareum Atlas is the better choice

For practising conversations and working with real tools under budget and AI governance, Atlas does something a round-based business simulation does not. If your case is one of these, it is the right call.

  • You want AI conversational role-play — sales calls, customer escalations, coaching, negotiation, clinical interviews — practised at scale against AI personas and scored on the transcript.
  • Your course is technical — cloud, data, AI, cybersecurity — and learners need real tools (AWS, Azure, Databricks, Jupyter) in isolated environments, with AI spend capped and no API keys handed out.
  • You need to author many scenarios yourself, fast and in plain language, and publish them into Canvas, Moodle or Blackboard with LTI 1.3, roster sync and grade passback, without a vendor build cycle.

When Eureka is the better choice

Eureka wins when the thing being learned is business decision-making under a modelled economy, with teams competing and consequences that compound round after round.

  • Your first question is whether the simulation is right: you want to validate it before a student opens it, not during the session. With Bring Your Own Simulation you build and test it with your own AI, on your own machine, then upload a finished artefact that we validate on arrival, that you test-run yourself, and that our team reviews before publication — and Eureka's own catalogue runs a deterministic engine, so identical decisions always produce the same defensible result.
  • You want teams competing against each other in the same market over several rounds, with a live instructor dashboard to pace the session — inter-team competition, not individual practice against an AI.
  • You need full Spanish, Portuguese and Catalan (a 16-language platform), EU hosting under GDPR, and co-development with your faculty around your own case.
In depth

The three questions that decide this evaluation

Almost every faculty team weighing an AI scenario builder against a business simulation lands on the same three: is it right, what do I debrief, and what do I own. Here is where the two products genuinely differ — and where they do not.

01 Concern 01 — the one raised first, every time

How do you know the simulation is right?

“If an AI wrote it, how do I know the numbers my students are shown are correct — and that next year's cohort sees the same thing?”

On Vocareum Atlas

Atlas turns your prompt into a working app, and you refine it by asking for further changes. The AI personas then respond live during the session, every call routed through Vocareum's AI Gateway. Vocareum documents the governance around those calls — spend caps, no API keys in learner hands, an audit trail — but publishes no pre-publication review that freezes what a learner will actually see. Two students in the same scenario are having two different conversations, and so are this year's cohort and next year's. For conversational practice, that variation is the whole point. For a graded, quantitative exercise it means validation happens during the session rather than before it.

With Eureka

Bring Your Own Simulation reverses the order. You build the simulation wherever you like — with Claude, ChatGPT, or whatever your team already uses — on your own machine, and you iterate until the model behaves the way you would defend in a viva. Only then does it reach us, as a finished bundle of HTML, CSS and JavaScript. The upload wizard has five steps, and a student is on the far side of all of them:

  1. Details — name, description, discipline.
  2. Upload — every file is validated on arrival.
  3. Compliance scan — we check that the simulation reports its rounds and state back to the platform, so analytics and grading work.
  4. Test run — you open your own draft and play it exactly as your students will, as many times as you need.
  5. Submit for review — our team reviews every simulation before it goes live.

The difference is when validation happens: on Atlas, inside each session; with BYOS, before publication — by you first, then by us. And the simulations in Eureka's own catalogue run a deterministic engine, so identical decisions produce identical results for this cohort and the next — which is what makes a grade defensible in front of an accreditation panel.

02 Concern 02 — the classroom hour after the simulation

What do you actually debrief?

“The learning happens in the debrief. What am I standing in front of thirty people with?”

On Vocareum Atlas

Atlas does debrief, and it is worth being precise about that, because it is often described as if it did not. Debrief is its third phase by name: decisions, transcript, tool use and outcomes are captured, scored against your criteria, returned to the learner as a report they keep, and pushed to your LMS as a grade — with a cohort view on top. So what it gives you is an automated, individual debrief: one learner, one transcript, one rubric. What it does not give you is a prepared class debrief — and for a scenario you generated from a prompt last week, it cannot: nobody has run it five hundred times, so nobody can tell you what usually goes wrong.

With Eureka

Eureka's debrief material is written in advance by the people who built the simulation, and it is aimed at the room rather than the individual:

  • A written teaching note per simulation — 33 of them, English and Spanish — in which the debrief is a scripted, timed block: surface each team's original strategy, diagnose the recurring patterns, make the winning teams articulate their rules, then map all of it onto real management.
  • Expected results, typical outcomes and the failure patterns that recur in every cohort — the price war neither side wins, the advertising budget spread across everything, the marketing decision operations was never told about — so you can name them the moment they appear on screen.
  • A live instructor dashboard and comparative results across teams: one shared market, one leaderboard, the whole class looking at the same numbers. That shared artefact exists only because the teams competed against each other instead of each practising alone.

Atlas debriefs the learner; Eureka debriefs the room. If a session ends with thirty individual reports and nothing the class can argue about together, you have assessment — but you do not yet have a debrief.

03 Concern 03 — what you own three years from now

Can you take the simulation with you?

“If we build twenty scenarios over three years and then change platform, what do we walk away with?”

On Vocareum Atlas

We could find no statement from Vocareum in either direction about getting an Atlas scenario out: no download of the generated app, no SCORM or Common Cartridge package, no documented portable format. What Atlas publishes is an application running inside Vocareum, generated from your prompt and dependent on their gateway for the model calls that make it work. On the evidence available, what leaves with you is the prompt and the rubric — not something you can run somewhere else. If that is wrong, we would genuinely like to know, and we will correct this page.

With Eureka

With BYOS the question barely arises, because the direction of travel is the opposite one:

  • The simulation is a folder of HTML, CSS and JavaScript that you authored on your own machine. You hold the original before we ever see it, so there is nothing to export back — you never handed over the only copy.
  • The author console keeps you in control of the copy we host: you see every simulation you own and its state, you decide which colleagues and institutions get access and can revoke it, and you can delete a simulation outright at any time.
  • It is a plain web bundle, so it runs anywhere a browser does. What is genuinely ours — hosting, SSO launch, rosters, analytics, grading — is what you would expect to lose on leaving any platform. The simulation itself is not on that list.

Neither vendor can promise you will never want to leave. The honest question is what leaving costs — and a folder of files already sitting on your laptop costs very little.

Sometimes you use both

Some institutions run Atlas for AI role-play and technical labs, and Eureka for the quantitative business simulation and team competition: they cover different halves of an applied curriculum.

Frequently asked questions

Eureka or Vocareum Atlas?

Vocareum Atlas is an AI-native builder: you describe the scenario in plain language and it generates a role-play or a hands-on lab, with LTI 1.3, grade passback and AI spend control. Its strength is simulated conversations and technical cloud, data and cybersecurity courses, in English and at ~$10 per monthly active user plus usage. Eureka offers validated, multi-round business simulations with a deterministic economic engine and team competition, in 16 languages and EU-hosted. If you want learners to practise conversations or tools, Atlas; if you want business decisions with compounding consequences and teams competing, Eureka.

Can Atlas generate a business simulation like Eureka's?

Atlas generates the scenario and the AI personas, but the economics come from the language model, not from a validated deterministic engine, and the personas respond live in each session — so what a student sees is produced at run time rather than reviewed beforehand. For a graded capstone — where several teams compete in the same market over several rounds and results must be reproducible and defensible to an accreditation body — that is a different kind of product. Eureka supports AI-assisted authoring too: with Bring Your Own Simulation you build the simulation with whatever AI you prefer, on your own machine, validate it until you are satisfied, and only then upload it — after which it is validated on upload, test-run by you, and reviewed by our team before publication.

Does Vocareum Atlas debrief the session?

Yes — and we want to be accurate about that, because Atlas is sometimes described as if it had no debrief at all. Debrief is the third phase of its workflow: decisions, transcript, tool use and outcomes are captured, scored against your criteria, returned to the learner as a report they keep, and sent to the LMS as a grade, with a cohort view for the instructor. The distinction that matters is that this is an automated debrief of one learner against a rubric, not a prepared class debrief. Eureka ships a written teaching note per simulation with a timed debrief script, expected results, typical outcomes and discussion questions, plus comparative results across competing teams to project in class — material that exists precisely because the simulation has been run many times before yours.

Can I export a simulation I build in Vocareum Atlas?

We could find no statement from Vocareum in either direction: no documented download of the generated app, no SCORM or Common Cartridge package, and no portable format. On the evidence available, an Atlas scenario is an application running inside Vocareum, and what you take away if you leave is the prompt. Eureka's Bring Your Own Simulation works the other way round: you author the simulation as a folder of HTML, CSS and JavaScript on your own machine and upload a copy, so you already hold the original — and you can delete the copy we host at any time. If Atlas does offer an export we have missed, write to us at info@eurekasimulations.com and we will correct this page.

AI role-play or a modelled business simulation?

Tell us what you want learners to practise — a conversation, a tool, or a business decision with consequences — and we'll tell you honestly which fits.

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Last reviewed: 2026-09

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