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The category

The story

What is an Academic OSThe operating layer between applications and data.Why SIS and ERP failThe architectural problem they were never designed to solve.

The architecture

Lifecycle architectureThe operating model map.Evidence by designCompliance as a by-product of daily work.AI in operationsData before models. Governance before automation.

The commitments

Security & TrustISO/IEC 27001, ISO/IEC 27701, GDPR
WHITEPAPERThe category, definedWhy higher education needs an operating system, not another application.Read →
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.Learning Management SystemSyllabus, outcomes, lesson plans tied to the timetable.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

Foundation

Platform, Data & AIIdentity, workflow, integration, data, AI
Modular to adopt, governed by design.See all lifecycles →

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

SIS ModernizationMove off a legacy student record without a freeze.Accreditation ReadinessFrom rescue mission to routine.Student SuccessEarly-alert grounded in real signals, not heuristics.Enrollment GrowthTighter funnels, faster decisions.

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

MalaysiaMQA, PDPA, multi-campus universities.

Middle East

UAECAA, UAE PDPL, federal and emirate-level institutions.

North America

United StatesHLC, MSCHE, regional accreditors, FERPA.
Data residency where your regulator says it must be.

For buyers and operators

For evaluators

WhitepapersLong-form on operating-model thinking.Data SheetsProduct capabilities and specifications at a glance.InfographicsVisual summaries of key concepts.

For operators

TemplatesReady-to-use resources for institutional teams.BlogField notes from implementations and reviews.GlossaryVocabulary for the operating-model conversation.

In practice

VideosProduct walkthroughs and event talks.

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 →

The company behind the OS

Who we are

About UsOur thesis: an operating system for higher education.ClientsInstitutions running on Creatrix today.PartnersResellers, implementation and technology alliances.

Connect

Contact UsSales, support, partnerships or a general question.News & EventsAnnouncements, webinars and where to meet us.
ABOUT ANUBAVAMA product of AnubavamOperating systems for complex organisations.Read →
Real people, four timezones.Contact us →
Academic OS
What is an Academic OSWhy SIS and ERP failLifecycle architectureEvidence by designAI in operationsSecurity & Trust
Products
Student Information System (SIS)Accreditation & EvidenceOutcomes & Attainment (OBE)Admissions CRMClass SchedulingLearning Management SystemExamination ManagementStudent Success & RetentionStudent Finance & BillingFaculty ManagementCurriculum & CatalogCourse Evaluation & Surveys
Lifecycles
Student Recruitment & EnrollmentAcademic GovernanceAcademic OperationsAssessment and Outcomes LifecycleStudent Success & RecordsFaculty LifecycleQuality Assurance & AccreditationStudent FinancialsPlatform, Data & AI
Solutions
President / VCCIORegistrarQA & AccreditationDean / FacultySIS ModernizationAccreditation ReadinessStudent SuccessEnrollment GrowthHealth Sciences / CBMEEngineering UniversitiesBusiness SchoolsInternational Branch Campuses
Regions
MalaysiaUAEUnited States
Resources
WhitepapersData SheetsInfographicsTemplatesBlogGlossaryVideos
Company
About UsClientsPartnersContact UsNews & Events
Talk to us →
//
Creatrix Campus

The Academic Operating System for higher education.

Anubavam Operating Systems for Complex Organisations.
Lifecycles
  • Assessment & Outcomes
  • Quality & Accreditation
  • Recruitment & Enrollment
  • Academic Governance
  • Success & Records
  • Academic Operations
  • Faculty Lifecycle
  • Student Financials
Products
  • Outcomes & Attainment
  • Success & Retention
  • Finance & Billing
  • Curriculum & Catalog
  • Faculty Management
  • Student Information
  • Accreditation
  • Class Scheduling
  • Learning Management
  • Examinations
  • Admissions CRM
  • Student Housing
  • Student Conduct
  • Thesis Management
  • Career & Placement
By role
  • QA & Accreditation
  • President / VC
  • Dean / Faculty
  • Registrar
  • CIO
Resources
  • Whitepapers
  • Data Sheets
  • Infographics
  • Templates
  • Blog
  • Glossary
  • Videos
Company
  • News & Events
  • Contact Us
  • Partners
  • About Us
  • Clients
  • Pricing
  • Trust
  • Security
Compare
  • vs Legacy SIS / ERP
  • SIS vs Academic OS
  • ERP vs Academic OS
  • vs Admissions CRMs
  • vs Point Solutions
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Home/Blog/Assessment & OBE

By Lifecycle

Assessment & OBE

65 articles

  • 1 min read · Sep 8, 2026A Learning Outcomes-Based Curriculum Framework Only Works If the Outcomes Keep MovingWhy a learning outcomes-based curriculum must keep outcomes connected to changing content, assessment, student performance, review, and programme improvement.Read article →
  • 1 min read · Sep 3, 2026EQUIS Accreditation: What Business Schools Need to DemonstrateHow business schools can connect strategy, programmes, faculty, internationalisation, corporate engagement, and improvement into a stronger evidence base for EQUIS accreditation.Read article →
  • 1 min read · Sep 2, 2026How Online Assessment Improves Learning Outcomes in Higher EducationHow online assessment can improve learning through timely feedback, consistent evaluation, wider evidence of performance, and faster action on learning gaps.Read article →
  • 1 min read · Sep 2, 2026Why Self-Paced Learning Alone Does Not Improve Student OutcomesHow institutions can combine flexibility with progress visibility, timely nudges, support workflows, and outcome evidence in self-paced learning.Read article →
  • 1 min read · Sep 2, 2026How Course Scheduling Affects Student Success in UniversitiesRead article →
  • 1 min read · Sep 2, 2026AI-Powered Outcome Assessment in Higher Education: What Changes for Academic Leaders?How AI changes outcome assessment for academic leaders, from identifying learning gaps faster to governing evidence and protecting academic judgement.Read article →
  • 1 min read · Sep 2, 2026SOLO Taxonomy for Learning Outcome Design in Higher EducationHow SOLO Taxonomy helps educators design learning outcomes and assessments that reveal the depth, connection, and application of student understanding.Read article →
  • 1 min read · Sep 1, 2026Bloom's Taxonomy: The Dean's Guide to Curriculum DesignHow deans can use Bloom’s Taxonomy to align curriculum, learning activities, assessments, and the cognitive progression expected from students.Read article →
  • 1 min read · Sep 1, 2026Why Bloom’s Taxonomy Still Matters When Curriculum Evidence Is Under PressureHow universities can turn curriculum intent into governed academic practice by connecting outcomes, approvals, delivery, assessment, and evidence across every programme change.Read article →
  • 1 min read · Sep 1, 2026Why AI-Powered Grading Must Be Governed Before It Is ScaledWhere AI can genuinely reduce academic and administrative work, where human judgement must remain, and what universities should govern before scaling AI across institutional processes.Read article →
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