Evidence cannot be trusted
Data exists across systems, but not as a single auditable source.
The category
The story
The architecture
The commitments
The category, defined.Explore Academic OS →
Point solutions — buy one, or connect them all
Student Information System (SIS)The core student record — admissions, registration, records.Accreditation & EvidenceContinuous, audit-ready evidence and submission.Outcomes & Attainment (OBE)CO/PLO attainment, ready for audit.Admissions CRMRecruitment funnel and agent networks.Class SchedulingClash-free timetabling across campuses.Examination ManagementExams, seating, invigilation, results.Student Success & RetentionAdvising, early alerts, retention analytics.Student Finance & BillingFees tied to academic events.Faculty ManagementHire to promotion, one record.Curriculum & CatalogVersioned curriculum, digital catalog.Course Evaluation & SurveysCourse evals and surveys, closed-loop.
Every product runs standalone or connects into the Academic Operating System.See all products →
The connected operating model
Student Recruitment & EnrollmentCRM, admissions, agents, matriculationAcademic GovernanceCurriculum, programmes, policy, strategy, KPIsAcademic OperationsTimetabling, sections, faculty assignment, attendanceAssessment and Outcomes LifecycleExams, grading, OBE, competency attainmentStudent Success & RecordsRegistration, records, degree audit, advisingFaculty LifecycleRecruitment, workload, promotion, researchQuality Assurance & AccreditationEvidence, accreditation, course evaluation, rankingsStudent FinancialsFees, billing, scholarships, aid, clearance
Modular to adopt, governed by design.See the operating model →
Journeys into one institution
By role
President / VCLead one institution, not a collection of systems.CIOReplace integration burden with a governed architecture.RegistrarOne governed academic lifecycle, end to end.QA & AccreditationEvidence as a by-product of daily work.Dean / FacultyWorkload equity, promotion pipeline and retention signals.
By need
By vertical
Health Sciences / CBMECompetency-based medical education, governed.Engineering UniversitiesOutcome-based education for NBA, ABET and the Washington Accord.Business SchoolsAACSB & EQUIS assurance-of-learning, traceable to outcomes.International Branch CampusesOne model across home and host campuses, multi-regulator.
Pick the starting point. The institution underneath is the same.
Where we operate
South & Southeast Asia
Data residency where your regulator says it must be.Choose region →
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In practice
Latest from the library
GuideWhat CO/PLO attainment really measuresPer-question attainment, and why it matters at audit.Read →WhitepaperStructure first: governed AI in higher edData and governance before models.Read →BlogAudit-ready, not audit-panickedEvidence built by daily work.Read →
Short reads first. Long reads when you need them.Browse resources →
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Real people, four timezones.Contact us →
Academic OS
Products
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Continuous CAA Readiness
UAE CAA Accreditation Intelligence
Prove Outcomes. Track KPIs. Stay Audit-Ready. Every Day.
CAA readiness doesn’t fail at audits. It fails in daily operations.
Most institutions still operate across disconnected systems, where outcomes and evidence are not generated in real time. As a result, readiness stays reactive, not continuous.
- ✓Evidence generated from live academic data, not assembled before audits
- ✓24 CAA-aligned KPIs tracked continuously across programmes
- ✓Programme performance visible in real time, across departments
- ✓Audit-ready dashboards aligned with CAA requirements
See Your CAA Readiness Before the Next Accreditation Review
See how your institution can achieve continuous CAA compliance, track KPIs, and stay audit-ready at all times.
CAA Readiness Dashboard
OBEF Ready
0%Readiness Score
24Institutional KPIs
22Programme KPIs
6Pillars
Pillar 1Pillar 2Pillar 3Pillar 4Pillar 5Pillar 6
Master API data synced5m
Graduate Destination Survey updated18m
KPI 2.1 evidence verified42m
Programme review follow-up pending1h
For institutions that are done with audit-time chaos
Accreditation is not the problem. It is how it is managed across disconnected systems, manual tracking, and delayed visibility.
Accreditation becomes a last-minute exercise
Work spikes and readiness builds only near review cycles.
Evidence ownership is unclear
Teams chase data and approvals across multiple systems.
Leadership visibility arrives too late
Status updates are delayed and difficult to trust.
Outcome data cannot be proven
Programme performance cannot be confidently demonstrated.
CAA expectations have fundamentally changed
CAA now evaluates institutions based on continuous outcomes, KPI performance, and programme-level visibility, not periodic submission cycles.
Simple reality:When outcomes are not continuously measured, readiness becomes reactive. When KPIs are system-generated, readiness becomes continuous.
01
Outcomes must be demonstrable, not assumed
Programme performance must be backed by measurable attainment, not documentation alone.
02
KPI performance must be continuously measurable
CAA-aligned KPIs are expected to be tracked in real time, not compiled during reviews.
03
Programme-level visibility is mandatory
Institutions must show consistent monitoring across programmes, not fragmented reporting.
Where current approaches break
This is not an effort problem. It is a system problem. Manual coordination creates the illusion of readiness. CAA exposes the gap.
Readiness peaks then collapses
Preparation spikes before audits, then drops between cycles.
Progress depends on follow-ups
Work moves only when chased, not through structured workflows.
Reporting reflects the past
Outcome data is defined but not continuously measured.
Manual coordination creates the illusion of readiness. CAA exposes the gap.
How continuous CAA readiness is built
Generate outcomes from academic activity
01
Define standards and ownership
Map CAA requirements across programmes and establish clear ownership for outcomes, KPIs, and evidence.
02
Capture outcomes from academic activity
Assessments drive CO–PO attainment, generating measurable outcome data across courses and programmes.
03
Track programme performance and KPIs
Outcome data is aggregated into programme performance and translated into continuously updated CAA-aligned KPIs.
04
Generate audit-ready evidence
Evidence is produced directly from system data with full traceability, eliminating manual compilation before reviews.
Where OBE Drives CAA Outcomes and Evidence
Outcome-based education directly feeds KPI performance, programme evaluation, and audit-ready evidence under CAA frameworks.
This is where OBE moves from documentation to demonstration.
Outcome mapping by design
Programme structures are aligned to measurable outcomes from the start, supporting CAA evaluation requirements.
CO–PO outcomes via assessment
Student performance drives outcome attainment, forming the foundation for programme-level evaluation.
KPI performance from outcomes
Outcome attainment translates directly into CAA-aligned KPI performance across programmes.
Evidence flows into accreditation
Outcome data feeds directly into structured, audit-ready evidence without manual compilation.
Built around CAA compliance realities, not generic accreditation language
QA processes must align across programme performance, outcome measurement, KPI tracking, and institutional governance under CAA frameworks.
What this enables
- Evidence generated from academic operations
- Real-time KPI and programme visibility
- Outcome-based workflows embedded
- Continuous compliance by design
CAA
KPIs
Reviews
Institutional Effectiveness
Governance
Common questions we hear from CAA teams
- How do we demonstrate KPI performance continuously?
- How do we maintain readiness between review cycles?
- How do we reduce audit preparation effort without increasing admin load?
Who this supports
QA and accreditation teams, programme leadership, Deans, Registrars, and institutional effectiveness teams responsible for outcome performance and compliance.
Reduce risk. Increase readiness. Without adding more admin.
From fragmented systems and delayed visibility to continuous, audit-ready operations.
Simple reality:CAA reviews become validation. Not recovery.
01
Early risk visibility across programmes
Identify gaps before they become accreditation risks.
02
Consistent and measurable KPI performance
KPI tracking remains accurate and aligned across departments.
03
Outcome traceability, validation integrity, and audit assurance
Outcome attainment is continuously validated and review-ready.
What changes with structured readiness
Lower QA effort
Less manual collection and reconciliation
24 KPIs
Tracked across CAA-aligned workflows.
Faster preparation
Reports generated from live system data.
Programme visibility
Performance visible across departments.
This is not:
- an accreditation workflow tool
- a document management system
- a reporting layer
VS
This is:
- generates outcomes from academic operations
- derives KPIs continuously
- produces audit-ready evidence by design
CAA readiness is not prepared. It is continuously produced.
You Don’t Prepare for CAA. You Stay Ready.
Creatrix connects your academic operations so KPIs, evidence, and reporting are generated continuously, not assembled before audits.
KPI Command Center
Monitor all CAA KPIs with ownership, thresholds, and real-time performance visibility across programmes.
Accreditation Data and Reporting
Structure and validate institutional data for consistent reporting without last-minute preparation.
Corrective Action Plan (CAP) Management
Trigger, assign, and track corrective actions directly from KPI risk to maintain readiness.
Unified Integration Layer
Connect LMS, SIS, HRMS, finance, and research systems into one continuous accreditation workflow.
Evidence Library
Capture and organize outcome evidence continuously at KPI level with full traceability.
Survey and Evidence Workflows
Manage surveys, participation, deadlines, and ownership to ensure continuous compliance and data readiness.
CAA readiness depends on continuous KPI tracking, connected data, and structured governance.
Common Questions About
CAA Accreditation in the UAE
UAE CAA accreditation is the national higher education quality assurance process managed by the Commission for Academic Accreditation under MoHESR. Under the Outcomes-Based Evaluation Framework, institutions are evaluated based on measurable outcomes such as graduate employability, learning quality, research outcomes, industry collaboration, reputation, and community engagement. The framework evaluates 6 pillars, 24 institutional KPIs, and 22 programme-level KPIs, with KPI scores contributing to institutional and programme accreditation readiness.
Our accreditation module connects the CAA KPI Command Centre to institutional data, surveys, research records, evidence, and programme data so KPI values are calculated automatically instead of being maintained in spreadsheets.
The Evidence Library stores accreditation evidence continuously and links every item to the right KPI, pillar, programme, cycle, or evidence category. Evidence can be uploaded manually, auto-tagged from data workflows, generated from reports, linked from survey results, or exported from validated datasets.
The module improves audit reliability by keeping KPI values traceable back to their source data, validation rules, survey responses, evidence, and approval history. Instead of presenting only final numbers, the system shows where each number came from, who owns it, whether it passed validation, and what evidence supports it.
The module turns CAA readiness into a continuous operating process instead of a last-minute audit exercise. KPI data, evidence, survey responses, CAPs, and deadlines are monitored throughout the accreditation cycle. It helps institutions avoid last-minute preparation by using:
• Live KPI monitoring
• Evidence gap alerts
• Survey response tracking
• Compliance calendar deadlines
• Data submission readiness checks
• CAP progress tracking
• Programme-level risk dashboards
• Submission package readiness indicators
CAPs are managed as structured closed-loop improvement plans linked directly to the KPI, evidence gap, internal review observation, or CAA review finding that triggered them.
The module tracks the complete CAP lifecycle:
• Identify the weak KPI or compliance gap
• Define root cause
• Set baseline and target values
• Create corrective actions
• Assign owners and due dates
• Track milestone progress
• Attach implementation evidence
• Reassess KPI movement
• Review effectiveness
• Close the CAP with approval and documented evidence
The module provides programme-level KPI scorecards alongside the institutional view. Programme Heads, Deans, and QA teams can monitor each programme’s CAA performance, evidence status, survey data, CAPs, and risk indicators.
It supports:
• Programme-wise KPI dashboards
• Institution vs programme comparison
• KPI drill-down by programme
• Programme-level evidence tracking
• Programme-level CAPs
• Survey and dataset linkage by programme
• Trend analysis across review cycles
Stop Preparing for CAA Accreditation. Start Operating for It.
CAA readiness is not built during submission. It is produced through daily academic operations.