Unified OBE & Adaptive Learning

Transforming education with data-driven outcomes and adaptive learning

A unified platform that fuses your LMS, LCMS and LRS into a single intelligence layer, automating accreditation, mapping skills in real time, and giving every learner a 24/7 AI coach.

One platform, any institution, at any education level

🎓 Universities 🏫 K-12 Schools 🔧 Vocational Institutes 💼 Corporate Academies 🌐 Joint & Exchange Programs
Strategic context & challenges

Institutions struggle to track outcomes and measure skills at scale

Serving thousands of learners across programs, tracks and grade levels, under strict accreditation, while the skills that matter most stay invisible to data.

Common institutional realities

  • Thousands of learners across multiple programs, tracks, and grade or year levels
  • Several specialized majors, departments, or skill pathways under one roof
  • Operating under national or regional accreditation & quality-assurance requirements
  • Selective, rigorous admissions and top academic standards to maintain
  • Joint or exchange programs run with partner institutions abroad

Critical educational bottlenecks

  • Unmeasurable skills: communication, critical thinking and applied performance rarely captured by data
  • Manual outcomes tracking: PLO/CLO mapping done by hand with no real-time insight
  • Absent personalization: learners lack individualized roadmaps for skill growth
  • No AI tools: no domain-specific coach or tutor for self-directed practice
  • Administrative overhead: accreditation evidence dossiers take months of manual work
Solution architecture

LMS, LCMS and LRS, unified into one intelligence layer

Cognify sits on top of the systems you already run, connecting them through secure APIs with zero operational disruption.

Layer 3 · Governance & centralized decisions

Institution leadership & QA dashboard

Real-time skill maps · program-wide outcomes attainment · career & practicum readiness · automatic dossier export.

Layer 2 · Cognify core framework

Content Hub + Intelligence engines

LMS with case studies, roleplay simulations & applied scenarios, powered by the Skill Engine, OBE Engine, Adaptive AI and Analytics.

Layer 1 · Existing infrastructure

Kept intact & connected via APIs

Institution HRM (staff/faculty profiles) · SIS (records, schedules, grades, attendance) · legacy LMS content.

Teaching & learning cycle

A four-step automated loop that closes learning gaps

Cognify reduces manual preparation at every stage, then feeds real performance data back to the start.

01
Preparation

AI curriculum analysis

  • Reads syllabi & reference materials across subjects
  • Extracts skill standards & course learning outcome maps
  • Aligns to institutional & accreditation criteria
02
Design

AI materials & rubrics

  • Drafts lessons & applied scenario simulations
  • Maps difficulty to Bloom's taxonomy
  • Generates consistent grading rubrics across programs
03
Delivery

Personalized tutoring

  • Deploys via LMS by class, program or learner group
  • Adapts learning routes to individual skill levels
  • Launches a 24/7 AI coach & tutor
04
Evaluation

Adaptive LRS sync

  • Captures learning behaviors & scores via xAPI
  • Automatically recalculates outcomes & readiness scores
Closed-loop refinement: LRS data loops back to step one. The AI engine continuously refines skill grids, task difficulty and teaching materials from actual learner performance, creating a self-improving system.
Skill framework

A four-tier framework maps readiness from awareness to mastery

Configurable to any institution's programs, turning fuzzy, "unmeasurable" skills into graded, validated proficiency.

Domain

Broad specialty areas

  • STEM & Applied Sciences
  • Humanities & Communication
  • Business & Professional Studies
  • Vocational & Technical Skills
Category

Core competency groups

  • Analytical Reasoning
  • Written & Oral Communication
  • Applied Problem-Solving
  • Technical Proficiency
Skill

Granular capabilities

  • Case-Based Analysis
  • Structured Presentations
  • Collaborative Projects
  • Measured by roleplays & rubrics
Level

Validated proficiency

  • L1 Awareness
  • L2 Basic
  • L3 Proficient · Career ready
  • L4 Expert / Mentor
  • L5 Master
OBE framework & accreditation

Automate compliance and compute course-to-program attainment

The OBE Engine rolls granular performance up into program outcomes and exports the evidence audits require.

PLO · Program Learning Outcome

Broad program-level capabilities required of graduates: applied expertise, critical thinking, professional readiness.

CLO · Course Learning Outcome

Measurable course-level goals. Instructors see exactly how their course contributes to program PLOs.

LO · Learning Outcome

Lesson-level objectives. Learners get real-time competency feedback right after simulations.

PI · Performance Indicator

Granular metrics: task scores, written-work accuracy, response speed and other rubric-based measures.

How Cognify computes attainment

Raw results from tasks, essays and applied projects aggregate into LO attainment. Weighted mappings roll these up into CLOs and, ultimately, overall PLO attainment, syncing straight to your SIS as automated compliance portfolios.

  • Leadership & QA: real-time dashboards and stress-free, instant export of compliance portfolios
  • Learners: clear progression maps and direct skill feedback
  • Instructors: standardized rubrics for fast grading and automated alerts on weak CLOs
Intelligence layer engines

Four cognitive engines turn raw activity into real-time decisions

01 · Skill Engine

Skill Engine

Evaluates roleplays, written work and simulations against the Skill Framework, computing levels (1–5) and the real-time readiness score.

02 · OBE Engine

OBE Engine

Aggregates progress across LOs, CLOs and PLOs with weighted formulas, compiling the evidence package external audits require.

03 · Adaptive AI

Adaptive AI

Reads skill gaps, learning speed and behavior logs to customize paths, adjust difficulty, and power the 24/7 AI tutor.

04 · Analytics

Analytics Engine

Joins data across engines, SIS and HRM to generate dashboards, cohort analysis, program rankings and instructor alerts.

Business case & ROI

An 80% cut in accreditation prep, with 24/7 AI tutoring

80%

Reduction in accreditation prep

Cognify auto-compiles comprehensive compliance binders from learner activity, replacing months of manual folder work.

Real-Time

Outcomes attainment dashboards

No more waiting for end-of-term grades. Leadership sees CLO/PLO progress live and adjusts curriculum before finals.

24/7

AI coach & tutor

Secure sandbox practice for simulations, writing and case analysis outside class hours, with automated grading and hints.

Implementation roadmap

Institution-wide go-live in 12 weeks, without interrupting classes

Weeks 1–3

Survey & design

Focus: initial mapping
  • Survey existing SIS, HRM & QA databases
  • Map PLO/CLO criteria for pilot programs
  • Establish Skill Framework guidelines
  • Approve initial applied scenario content
Weeks 4–6

Config & integration

Focus: setup & upload
  • Configure Cognify for pilot programs
  • Connect SSO with SIS & HRM
  • Import & partition learner roles
  • Upload lessons & interactive scenarios
Weeks 7–9

Pilot & testing

Focus: UAT & training
  • Run UAT with pilot groups
  • Verify OBE calculations & AI coach
  • Train leadership, QA, IT & instructors
  • Refine features from feedback
Weeks 10–12

Go-live institution-wide

Focus: rollout & ROI
  • Expand to all programs & cohorts
  • Activate live leadership & QA dashboards
  • Open AI tutor to all active learners
  • Week-12 ROI review with leadership
Strategic partnership

A three-phase partnership, from pilot to advanced AI

Phase 2 · Term 2

Institution expansion

Full expansion to all programs and cohorts.

  • Configure multi-disciplinary Skill Frameworks
  • Automate all accreditation dossier generation
  • Compute institution-wide readiness scores
  • Activate the real-time executive dashboard
Phase 3 · Year 2

Advanced AI features

Integrate advanced research & collaborative tools.

  • Completion-forecasting models to spot risks
  • AI research-assistant agents for faculty
  • Partner-institution joint curricula
  • Shared repository of applied case simulations

See Cognify on your institution's data

Book a walkthrough of the intelligence layer, adaptive tutor and one-click accreditation export, tailored to your programs.