PERCEPTORS TECHNOLOGY / 01

A governed architecture
for agentic learning.

The Perceptors Agent Harness coordinates specialized AI agents, approved evidence, institutional rules, and human review through one traceable system built for healthcare learning.

Explore the Agent Harness
Built with GCLS AI Lab

Expert review · localized delivery · measurable outcomes

Read the example

02 / THE PLATFORM

Infrastructure for organizations where learning has consequences.

Perceptors helps healthcare educators and clinical organizations turn expert knowledge into clear, scalable learning programs.

01

Course creation

From brief to learner-ready program.

Specialized agents help shape modules, objectives, assessments, resources, and learner journeys.

02

Agentic delivery

AI that teaches, checks, and supports.

Build guided learning with tailored support, adaptive checks, and reviewed evidence.

03

Institution-ready

Built to localize, license, and scale.

Adapt the experience to your brand, audience, standards, and delivery needs.

03 / WHO IT SERVES

One operating model.
Different mandates.

For education providers

Turn expert knowledge into a complete course.

Start with your brief, teaching materials, outcomes, and evidence. Perceptors helps shape them into a clear program for learners.

Discuss your organization

For healthcare organizations

Scale clinical learning without lowering standards.

Build onboarding, continuing education, certification, and professional development for different roles, specialties, and locations.

Discuss your organization

04 / THE DIFFERENTIATOR

Specialized agents.
One governed system.

Perceptors coordinates specialist AI agents for evidence, curriculum, assessment, localization, delivery, and measurement. Shared context, limited permissions, human review, and clear records keep the work under control.

FIG. 01Agent harness · controlled flowIllustrative
ResearchGuidelinesExpert materialsProduct documentationInstitutional standardsEvidenceAssessmentLocalizationQualityCurriculumMediaTutorOutcomesAgent harnessShared contextPermissionsHuman review & approvalExpert · institutional · evidence · credentialing
System schematic03 · EIGHT ROLES, ONE HARNESS04 · FLOWS HOLD AT HUMAN GATES

03 · EIGHT ROLES, ONE HARNESS

  • 01Evidence
  • 02Assessment
  • 03Localization
  • 04Quality
  • 05Curriculum
  • 06Media
  • 07Tutor
  • 08Outcomes
Most AI tools generate content. Perceptors coordinates the work required to turn expert knowledge into a living learning system.
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A GOVERNED SYSTEM IS A COMMERCIAL ADVANTAGE

Dominik Thor, Professor of Pharmacy

Clinical education should make expert knowledge easier to apply—not easier to dilute.

Dominik Thor, MScFounder & CEO, GCLS · Professor of Pharmacy

06 / THE RELATIONSHIP

A clear path from license to launch.

License the platform, build with GCLS AI Lab engineers, prepare for review, and launch with confidence.

01

License

A secure learning environment configured for your organization.

02

Build

Create the curriculum with your experts and our AI Academy engineers. Any language. Any country.

03

Certify

Prepare evidence, outcomes, and assessments for GCLS review.

04

Launch

Deliver a polished clinical learning experience to your audience.

07 / QUESTIONS BUYERS ASK

Specific answers
for careful teams.

What is Perceptors?

Perceptors is the agentic LMS for healthcare teams: it turns expert knowledge into reviewed courses, assessments and guided learning. It helps teams create, review, certify, launch and scale courses built around their own expertise.

What kinds of courses can we build?

Perceptors supports continuing education, professional certificates, onboarding, academic modules and specialty training. Your team defines the content, audience and delivery model.

How does Perceptors differ from a conventional LMS?

Perceptors supports course creation as well as content delivery. It helps teams shape a brief, organize evidence, develop materials, build assessments and support learners.

Can we work with the AI Academy engineering team?

Yes. Organizations can license the platform and work with AI Academy engineers to design and develop courses that fit their learning, brand and operating needs.

Can a course be certified through GCLS?

Perceptors includes a path to prepare a course for GCLS review and certification. Eligibility and review requirements depend on the programme and its intended credential.

Can we white-label or co-brand our course?

Yes. Perceptors supports white-label or co-branded delivery under your institution’s brand. You can tailor the brand, learner experience, delivery structure, and commercial model for your organization.

How much does Perceptors cost?

Contact us for pricing. Plans start at $99 per learner, with no implementation fees.

How is Perceptors implemented?

Implementation is led by forward-deployed engineers (FDEs), who work with your team to configure the platform and prepare it for launch.

Does Perceptors host the platform?

Yes. Perceptors hosts the platform for your institution, so you do not need to run your own hosting infrastructure.

How long does it take to launch?

Perceptors takes 30 days to launch, with implementation led by the FDE team.

Is GCLS AI in Healthcare the only course on Perceptors?

No. GCLS AI in Healthcare is a live example. Perceptors is built to help organizations create and scale many healthcare learning programmes.

How do we get started?

Start with a briefing on your audience, learning goals, existing expertise, certification needs and launch plan. The team can then scope a platform licence and course-building engagement.

Can Perceptors work with our existing LMS?

Yes. Perceptors can support a new learning experience or work alongside an existing LMS. The right approach depends on your learner journey, systems and operating model.

Does Perceptors support healthcare security and compliance requirements?

Perceptors supports HIPAA, SOC 2 and HITRUST requirements as needed, scoped with each institution during discovery.

How does Perceptors compare with HealthStream?

HealthStream is an established healthcare learning platform. Perceptors focuses on reviewed evidence, specialist AI workflows and managed launch support. The right fit depends on your existing systems and delivery needs.

08 / BUILD WITH PERCEPTORS

Bring your next clinical course to life.

Per-learner licensing. Ask us for a quote.

Request a briefing Compare with a custom-built LMS