Accreditation & Governance Architecture

Audit-Ready Engineering Education Infrastructure

Systematically aligned with NAAC, NBA, AICTE, and ABET requirements. Autometa Labs transforms subjective lab evaluations into tamper-proof, cryptographically verifiable accreditation evidence.

Accreditation Criteria

Direct Regulatory Alignment

How our products automate mandatory requirements with zero manual spreadsheet collation.

Evaluation Process & Reforms

Mandates continuous internal evaluation (CIE), transparent criteria, examination reforms, and robust grievance redressal mechanisms.

✓ Autometa Implementation: Kodin generates authenticated practical files after every coding session. On-Screen Marking (OSM) introduces double-blind evaluation, completely eliminating evaluator bias and mark calculation disputes.

Course Outcomes (CO) Attainment

Requires direct, measurable assessment of student performance mapped to Course Outcomes (CO1-CO5) and Program Outcomes (PO1-PO12).

✓ Autometa Implementation: Every lab assignment and examination problem is linked to specific CO rubrics. The system auto-calculates attainment percentages and exports accreditation-ready matrices.

Biometric Attendance & Lab Hours

Strict compliance requiring 75% verified student attendance across practical laboratories and technical coursework.

✓ Autometa Implementation: Our Facial Attendance System provides edge-AI touchless verification with 3D liveness detection, eliminating proxy attendance and auto-syncing with university ERP portals.

Engineering Problem Solving

Requires demonstrable proof that students can independently formulate, analyze, and resolve complex computing algorithms.

✓ Autometa Implementation: Kodin's locked sandbox prevents copy-pasting from external websites or AI ghostwriting tools. Proves that every student wrote their code line-by-line natively.
Enterprise Architecture

Zero-Trust Security & Data Privacy

Built to protect institutional data, student intellectual property, and high-stakes examination integrity.

SHA-256 Cryptographic Hashing

Every practical submission, code snapshot, and on-screen marking evaluation is signed with an immutable cryptographic hash. Any retrospective file tampering is mathematically detected instantly.

FERPA-Compliant Data Storage

Student biometric embeddings and examination scripts are encrypted at rest with AES-256 and in transit via TLS 1.3. Student work is never used to train public commercial AI models.

Double-Blind Evaluation Masks

Our On-Screen Marking (OSM) pipeline automatically strips examinee names, roll numbers, and institute IDs during evaluation, eliminating implicit bias and ensuring objective grading.

Granular Role-Based Access (RBAC)

Strict permission boundaries between University Deans, Department HODs, Lab Faculty, Teaching Assistants, and External Evaluators, ensuring complete institutional governance.

Flexible Institutional Deployment Topologies

Campus Private Cloud / Hybrid

Designed for tier-1 engineering institutions requiring data localization inside campus servers.

  • Air-gapped exam mode support
  • Direct LDAP / Active Directory integration
  • On-premise answer script archiving

Multi-Tenant Managed Enterprise SaaS

Zero maintenance setup with high availability and instant automated software upgrades.

  • 99.9% uptime SLA guarantee
  • Automated ISO 27001 compliant cloud backups
  • Instant scale to 10,000+ concurrent students
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