Upload existing question papers — AI maps every question to course outcomes (or competencies for CBME), identifies gaps in CO coverage, Bloom's balance, difficulty distribution, and content scope. Generate attribute-mapped questions from instructional content. Faculty reviews, edits, and approves. Individual faculty can self-register at inpods.ai; enterprise institutions access the same capabilities as integrated quality gates within AQMS.

Define quality blueprints specifying course outcomes, cognitive levels (Bloom's), difficulty spread, and question-type mix. Generate exam papers governed by blueprints. Role-based workflows: course faculty → reviewer → approver → CoE/Registrar. AI quality gate before printing — no blind approvals. Scale quality governance across 1,000+ courses per semester with reusable templates and full traceability.

Purpose-built for medical institutions. Blueprints on NMC competencies and sub-competencies, mapped to phases and postings. Enforce NMC-aligned question-type ratios: MCQ/SAQ/LAQ, case-based, OSCE/OSPE/viva. AQMS blocks generation when ratios are out of tolerance. Every question carries a competency code — visible and auditable. This is not a configuration of general AQMS — it is purpose-built governance for NMC 2024 compliance.

Secure Browser-enabled online tests for internal assessments, quizzes, and continuous evaluation. MCQ and descriptive with rubric-based evaluation. Every question carries outcomes and competency attributes. Outcomes-mapped performance data flows directly into InPods Outcomes for attainment computation. Department-level adoption — co-exists with existing systems.

Consolidate fragmented assessment data from all sources into a framework-aligned data store. CO → PO → PSO rollup with affinities and weights. Direct and indirect assessment data separated. Nightly computation across all courses, programs, and cohorts. NBA SAR and NAAC SSR/AQAR reports in the exact formats accreditation bodies prescribe — automated, not manually built. Per-student, per-question, per-assessment-tool attainment granularity.

Organize NBA criteria and metrics at program level. Assign evidence ownership — who is responsible for which criterion. Link evidence directly from InPods Outcomes. Multi-level review: department → school → university. SSR text professionalization for clarity and consistency. Cycle-to-cycle continuity: when the accreditation coordinator leaves, the institutional knowledge stays. Structured workflows, role-based ownership, and historical evidence trails ensure the institution remembers — not just the individual.