# Megabyte Consultancy — MegaLearn

> MegaLearn is Malaysia's first AI-agent-ready, HRDC-claimable eLearning marketplace.
> Corporate HR teams (and their AI agents) can discover courses, estimate their HRD
> Corp levy, get budget-aware recommendations, enroll staff, track progress, and pull
> audit-ready HRDC compliance evidence — entirely through a programmatic API or the
> Model Context Protocol (MCP). Every completed course is backed by an HRDC
> claim-readiness guarantee.

## For AI agents

MegaLearn exposes a token-authenticated REST gateway and an official MCP server so
any AI agent can transact on a company's behalf.

- [Agent Gateway (OpenAPI 3.1 spec)](https://elearn.megabyteconsultancy.com/api/agent/v1/openapi.json): Full machine-readable API description.
- [Agent Gateway base URL](https://elearn.megabyteconsultancy.com/api/agent/v1): Send `Authorization: Bearer ml_live_...`. `GET /` returns a public service descriptor (no auth).
- [MCP server (@megalearn/mcp)](https://www.npmjs.com/package/@megalearn/mcp): Run `npx -y @megalearn/mcp` with `MEGALEARN_API_KEY` set. Tools: whoami, search_courses, get_course, estimate_levy, recommend_courses, enroll_staff, bulk_enroll_staff, list_enrollments, get_training_progress, get_hrdc_evidence, get_credits.
- [AI Agents overview](https://megabyteconsultancy.com/ai-agents.php): What agents can do and how to get an API key.

## Capabilities

- Course discovery: filter by category, HRDC-claimability, price (MYR), free text.
- HRDC levy estimate: 0.5% of monthly payroll, annual projection, affordability table.
- Budget-aware course recommendations.
- Single and bulk staff enrollment (up to 500), invoice or prepaid credits, optional HRDC claim record. Writes are idempotent via the `Idempotency-Key` header.
- Enrollment + per-module progress tracking.
- HRDC evidence pack (attendance, completion, assessment, certificate, CSV for eTRiS).

## Featured HRD Corp claimable programs

Flagship training programs (all HRD Corp claimable for eligible Malaysian employers).
Course codes use the pattern `<family>-M<xxx>`: M100 = onsite/in-house, M010 = live online, M001 = e-learning.

Each program is sold in one or more delivery modes. Browse the catalogue filtered by mode:

- In-house / onsite (M100): https://www.megabyteconsultancy.com/in-house-training.php
  (delivered at the client's premises, priced per group of up to 25 pax rather than per person —
   the lowest cost per head for teams; all five programs are available in this mode)
- Live online (M010): https://www.megabyteconsultancy.com/courses.php?mode=online
- Self-paced e-learning (M001): https://www.megabyteconsultancy.com/courses.php?mode=elearning

Availability by program: DOE, AI Loyalty CRM and Smart Farming are each available in ALL
THREE modes. ESG Adoption and Anti-Corruption/Governance are in-house (M100) only.
Only the e-learning tier is self-serve enrollable; onsite and live online are quote-based.

- Design of Experiments (DOE) — family A001-ID4, half-day, Manufacturing & Quality. Cut defects with factorial, Taguchi & RSM. Modes: onsite + live online + e-learning. E-Learning RM490/pax (list RM650), Live Online RM850/pax (list RM1,000), Onsite RM1,900/group (list RM6,000). Trainer: Dr. Steven Chai. Program: https://www.megabyteconsultancy.com/doe-training.php — Enrol (e-learning): https://elearn.megabyteconsultancy.com/course.php?slug=design-of-experiments
- AI Loyalty CRM: Data is the New Gold — family A002-AI, full-day, AI & Marketing. Generative & agentic AI for customer loyalty via the SPICED method. Modes: onsite + live online + e-learning. E-Learning RM790/pax (list RM850), Live Online RM1,250/pax (list RM1,750), Onsite RM3,900/group (list RM10,500). Trainer: Chai CF. Program: https://www.megabyteconsultancy.com/ai-loyalty-crm-training.php — Enrol: https://elearn.megabyteconsultancy.com/course.php?slug=ai-loyalty-crm
- Smart Farming Technology Fundamentals — family A003-AG, full-day, Agriculture & Technology. IoT sensors, automatic irrigation and drones. Modes: onsite + live online + e-learning. E-Learning RM790/pax (list RM850), Live Online RM1,250/pax (list RM1,750), Onsite RM3,900/group (list RM10,500). Trainer: Dr. Steven Chai. Program: https://www.megabyteconsultancy.com/smart-farming-training.php — Enrol: https://elearn.megabyteconsultancy.com/course.php?slug=smart-farming
- ESG Adoption Program for SMEs — family C001-ID4, in-house, quote-based. Packages: A RM16,800 (consulting, 1 day), B RM23,800 (consulting, 2 days), C RM28,800 (HRD Corp claimable training, 3 days = C001-ID4-M100). Delivers a Sustainability Report in one month. Program: https://www.megabyteconsultancy.com/esg-training.php
- Anti-Corruption, Governance & Legal Compliance — code C002-COR-M100, in-house, quote-based. MACC Section 17A "adequate procedures", ISO 37001 (ABMS), ISO 37002 (whistleblowing), AML and PDPA. Program: https://www.megabyteconsultancy.com/governance-training.php

Enquiries and bookings route through Megabyte Consultancy (contact form / WhatsApp), not individual trainers.

## Governance & trust

- Scoped API keys (courses:read, levy:read, recommend:read, enrollments:read, evidence:read, enroll:write).
- Per-key spend cap and per-minute rate limit; full audit log of every call.
- Keys are revocable instantly from the company portal.

## Getting an API key

- Corporate HR: Portal → AI Agent (self-serve, scoped, with spend cap).
- Admin: Portal → API Keys.

## Links

- [Homepage](https://megabyteconsultancy.com/index.php)
- [MegaLearn platform](https://megabyteconsultancy.com/megalearn.php)
- [Course catalogue](https://megabyteconsultancy.com/courses.php)
- [In-house / onsite training](https://megabyteconsultancy.com/in-house-training.php)
- [Live online courses](https://megabyteconsultancy.com/courses.php?mode=online)
- [Self-paced e-learning courses](https://megabyteconsultancy.com/courses.php?mode=elearning)
- [HRD Corp claim guide](https://megabyteconsultancy.com/hrd-claim-guide.php)
- [Contact](https://megabyteconsultancy.com/contact.php)