Higher Education Architecture • High-Concurrency Staging

The Enterprise LMS Built for Universities ThatCannot Afford a 9 AM Exam Outage.

Engineered for Tier-1 institutions, multi-campus university systems, and high-stakes examination boards. Database-level PostgreSQL Row-Level Security, native WebAssembly AI proctoring, FERPA alignment, and a founder-led migration path off Canvas, Blackboard, and Moodle.

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4,000+
Concurrent Exam Capacity
Tested finals concurrency per institutional tenant
Kernel RLS
PostgreSQL Isolation
Zero shared tables, query-planner enforced
Native WASM
Zero Proctoring Extensions
In-browser AI inference, no invasive desktop executables
Sub-100ms
API Response P95
Bulk roster imports and gradebook sync
Architectural Differentiation

Four Failure Modes of Legacy University LMS Platforms

How Cognaxa replaces brittle ORM abstractions and third-party plugin sprawl with hardened infrastructure.

Concurrency FailureDatabase RLS + WASM

Semester Exam-Day Connection Pool Exhaustion

Legacy LMS Risk:Tens of thousands of students hit legacy LMS instances within an 8:55–9:05 AM window. Shared connection pools collapse, triggering cascading 503 errors and four-hour exam disruptions.
Cognaxa Kernel Resolution:Cognaxa enforces tenant isolation at the PostgreSQL kernel level. The proctoring engine runs natively on the client via WebAssembly, decoupling video analysis from backend application servers.
Auditor & CISO PushbackHECVAT 4.16 Lite

Auditor Sign-Off on Multi-Tenant Isolation

Legacy LMS Risk:When Institutional Review Boards or CISOs ask to audit multi-tenancy boundaries, legacy platforms point to application-layer ORM "WHERE tenant_id = x" filters that leak under complex joins.
Cognaxa Kernel Resolution:Cognaxa enforces Row-Level Security directly in the PostgreSQL query planner. Security teams review the cryptographic database policy definition directly during procurement.
Vendor Add-on SprawlNative In-Browser

Fragmented Third-Party Proctoring & Proctorio Bills

Legacy LMS Risk:Institutions pay $15–$35/student/year for third-party proctoring browser plugins (Honorlock, Proctorio) that break during OS updates and trigger student privacy lawsuits.
Cognaxa Kernel Resolution:AI proctoring (face presence, audio anomaly, multi-face alerts, browser blur sandboxing) is a native, first-class subsystem. Zero add-on licenses, zero invasive third-party desktop drivers.
Migration RiskConcierge Staging

Gradebook & Course Ingestion Failures Off Canvas / Blackboard

Legacy LMS Risk:Automated "migration wizards" silently corrupt rubric weighting, drop student historical attempts, and produce messy gradebook mismatches that destroy faculty trust.
Cognaxa Kernel Resolution:Bulk student rosters import via our high-speed REST API with duplicate prevention. Course hierarchies are founder-led during staging with your faculty using legacy exports as ground truth.
Built for Institutional Architects

Core Engineering Primitives

Every primitive in Cognaxa is built directly into our codebase — zero reliance on unmaintained third-party LTI plugins.

Database Kernel Row-Level Security (RLS)

PostgreSQL query planner enforces institutional boundaries on every transaction. No shared cache, no cross-tenant query contamination, verifiable by institutional database architects.

Client-Side WebAssembly AI Proctoring

Face verification and anomaly detection execute locally inside the browser sandbox using compiled WASM. Student video never streams to unverified third-party cloud servers.

Monotonic Server-Synced Exam Timers

Client device clock manipulation (system time rollbacks, tab throttling) cannot alter exam durations. High-precision monotonic timestamps are verified against Redis cluster counters.

Tenant-Scoped REST API & SIS Bridges

Bearer token authenticated endpoints (`/v1/roster/import`, `/v1/courses`, `/v1/analytics`) allow clean integration with Banner, PeopleSoft, Workday Student, and custom data lakes.

Proven Canvas & Moodle Cutover

Migrating an Active Academic Year?

We scope timelines to your exam calendar, run staging dry-runs with your faculty, and import your rosters programmatically with zero data loss.

Explore Migration Playbook →
Executive Procurement FAQ

Questions University CIOs & CISOs Ask First

Honest, technical answers directly from the founding engineers.

Can Cognaxa handle our peak 9:00 AM finals window without crashing?
Yes. Cognaxa is architected specifically for high-concurrency exam bursts. Because video and AI inference occur client-side in compiled WebAssembly, your backend servers only handle lightweight JSON telemetry events. In load testing, our PostgreSQL RLS architecture sustains 4,000+ simultaneous proctored submissions per institutional tenant with sub-100ms response times.
How does Cognaxa handle student privacy under FERPA and GDPR?
Unlike third-party proctoring vendors that record and ship raw biometric video to remote AI clusters, Cognaxa processes face presence and attention heuristics directly inside the student’s local browser sandbox. No biometric face prints are persisted. Incident clips are encrypted and stored strictly within your tenant’s database schema for instructor review only.
What is required to migrate off Canvas, Blackboard, or Moodle?
We eliminate the traditional multi-month migration nightmare. Student and faculty rosters import automatically via our REST API with deduplication. For course content and question banks, a Cognaxa founding engineer partners directly with your academic technology team during pilot staging to import from your Canvas `.imscc`, Blackboard `.zip`, or Moodle `.mbz` export packages.
Can our security team audit the Row-Level Security policies before deployment?
Yes. In fact, we encourage it. We provide your CISO and database administrators with a dedicated sandbox instance on app.cognaxa.genfinish.com where your team can inspect the PostgreSQL kernel RLS policy definitions, test cross-tenant query resistance, and review our HECVAT Lite v4.16 compliance documentation.
What SSO identity providers do you support?
Cognaxa natively accepts institutional credentials via OpenID Connect (Google Workspace for Education and Microsoft Entra ID / Azure AD), configured on request during pilot onboarding (~1-week cutover). Okta and SAML 2.0 integration are scheduled on our enterprise roadmap.

Ready to Transform Your Learning Operations?

Built for organizations and institutions where exam day is non-negotiable — secure by default, native AI proctoring, one vendor on the line.

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