Ask most faculty administrators about learning outcomes and you’ll hear a familiar story: spreadsheets, manual score aggregation, and a scramble every accreditation cycle to prove that Program Learning Outcomes (PLOs) are actually being met. AccelEd built its Outcome-Based Education (OBE) platform to turn that burden into something universities can act on in real time — not just report on once a year.

One Matrix, Every Outcome Level

OBE lets a school configure Program Learning Outcomes (PLO) and Performance Indicators (PI) in line with both MOET regulation and its own strategy, then cascade them down to Course Learning Outcomes (CLO) and Lesson Learning Outcomes (LLO) — each tagged with Bloom’s or LTEM cognitive levels and weighted for automated scoring. Every question in the exam bank is tagged to an LLO, so the system automatically computes outcome attainment after every single test.

Rubrics Everyone Actually Trusts

Instead of one-sided grading, OBE's rubric system covers three assessment groups at once: lecturer assessment of learning (essays, presentations, attendance), industry-partner professional assessment, and student assessment of teaching — all scored directly in the system against a shared rubric, so results are consistent and fair across every class.

Real-Time Insight, Not End-of-Semester Surprises

OBE's AI Analytic engine keeps outcome-attainment reports continuously updated after every session, so lecturers and program leadership can adjust teaching while there’s still time to act — along with ongoing suggestions for improving training performance.

A Competency Profile for Every Student

The system automatically builds a personalized competency profile for each student, benchmarked against market demand. Where a student is falling behind — presentation skills, a specialized vocabulary, a particular subject area — OBE's learning assistant proactively suggests the exercises, materials, or courses to close that specific gap.

Case Study: HUFLIT’s Faculty of Foreign Languages

Ho Chi Minh City University of Foreign Languages – Information Technology (HUFLIT) needed to digitize PLO/CLO measurement across all its foreign-language majors, replacing manual aggregation with the accuracy required for both domestic and international accreditation.

AccelEd digitized a consistent PLO–CLO matrix across every curriculum and integrated electronic rubrics directly into daily exams and assignments, with scores automatically converted into outcome-attainment percentages in real time. Intuitive dashboards now let faculty leadership and lecturers spot weak skills early — academic writing and presentation skills among them — and adjust their teaching accordingly.

“Sự thành công của đối tác chính là thước đo cao nhất cho giá trị cốt lõi của AccelEd.”(“Our partners’ success is the highest measure of AccelEd’s core values.”)

— Nguyễn Thị Thêm, Director, AccelEd Technology Company Limited

For AccelEd, OBE isn’t a compliance checkbox — it’s a feedback loop that helps every school keep improving, one measurable outcome at a time.