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HEC AI Foundations · Fall 2026

262 universities. One 3-credit AI course. We are ready.

From Fall 2026, Pakistan's Higher Education Commission requires a 3-credit AI course in every undergraduate degree, across all 262 universities. Polymath ships the curriculum, assessments, faculty teaching guide, and credentialing infrastructure to satisfy that mandate on day one.

Designed for deans, department heads, and registrar offices.

Five reference tracks

One mandate. Five disciplines. Tailored, not generic.

Polymath ships five reference tracks. Every lesson is mapped, SLO by SLO, to the National Curriculum of Pakistan.

Engineering and Computer Science

AI-FOUND-ENGFor CS, engineering, and applied-science departments. ML concepts, Python labs, model evaluation, deployment.Get the curriculum brief

Business and Finance

AI-FOUND-BIZFor business schools and finance programmes. Forecasting, credit risk scoring, automation, model risk awareness.Get the curriculum brief

Health Sciences

AI-FOUND-HEALTHFor medical, nursing, and allied health faculties. Clinical decision support, data quality, safety, ethics in sensitive contexts.Get the curriculum brief

Social Sciences and Education

AI-FOUND-SOCFor social science, humanities, and teacher-education programmes. Qualitative and quantitative analysis with AI tools, survey augmentation, policy implications.Get the curriculum brief

General / Interdisciplinary

AI-FOUND-GENFor universities running a single shared course across faculties. Broad AI literacy, lightweight labs, accessible to non-technical majors.Get the curriculum brief

How we map to your registration

Polymath's content is mapped, SLO by SLO, to the National Curriculum of Pakistan as published by the National Curriculum Council. Every lesson identifies the NCP SLO codes it addresses. Your university continues to satisfy HEC requirements; Polymath simply gives your faculty and students a better way to deliver against the standards your regulator already recognises.

We are a content provider, not an accredited institution. HEC does not accredit content providers, and we do not claim accreditation we do not have. We map our content to the standards your regulator recognises (NCP, HEC AI Foundations directive, NAVTTC competency standards where applicable) and we publish that mapping for any administrator who wants to verify it.

What we don't claim

We are not HEC-accredited. HEC does not accredit content providers; no platform legitimately can be. The university remains the accredited institution. What we do is provide a curriculum, assessments, faculty teaching guide, and credentialing infrastructure designed to satisfy the Fall 2026 mandate. The accreditation that matters stays with you.

LUMS pilot, 2026

Polymath is piloting with LUMS in 2026 to validate delivery for Pakistani undergraduate cohorts. Pilot results published openly.

Bilingual, offline-capable

Urdu and English delivery throughout. Lesson caching for students on intermittent connections. Designed for the Pakistani classroom, not retrofitted from US content.

Faculty enablement

UNESCO Teacher Framework Track C training for your faculty. Co-teaching mode, gradebook integration, and a peer community of Pakistani AI educators.

Three credits, five disciplines

Each track ships at three credits (about 45 contact hours), with assessment package, faculty teaching guide, and hands-on labs (notebook URLs or unplugged exercises).

A 90-day path to Fall 2026

  1. Week 1 to 2: Mapping workshop. Align your existing CS or general-ed slot.
  2. Week 3 to 6: Faculty Track C. Two cohorts, asynchronous plus 4 live sessions.
  3. Week 7 to 12: Co-taught pilot section. We embed for the first running.

Verify the mapping

Our NCP alignment is a live data view, not marketing copy. Inspect which SLOs we cover, grade by grade and domain by domain.