IQAC Automation and NAAC Accreditation: Why Manual Processes Are Holding Institutions Back

Talk to anyone who has coordinated a NAAC visit and you'll hear some version of the same story: three months of department heads being chased for data that should have been recorded the day it happened, followed by a frantic push to compile a Self-Study Report (SSR) that reads as if the institution had been tracking everything perfectly all along.

The core problem isn't NAAC — it's when the data gets collected

An Internal Quality Assurance Cell (IQAC) exists precisely to make quality tracking continuous rather than periodic. In practice, without dedicated software, IQAC coordinators end up doing the opposite: collecting a year's worth of activity right before a visit, from departments that were never asked to log anything in a structured format along the way. The result isn't dishonest, but it is reconstructed after the fact — placement numbers pulled from old emails, student feedback compiled from paper forms found in a drawer, faculty publications gathered department by department.

What IQAC automation actually changes

IQAC automation software — like the module built into Sonet's platform — moves data capture to the point where the activity actually happens, instead of asking someone to remember it months later:

• Faculty publications and research activity logged as they occur, not reconstructed annually
• Student feedback collected each semester through the same portal students already use for other academic tasks
• Placement and higher-studies outcomes captured through the alumni and placement module rather than a spreadsheet someone maintains separately
• Course outcome (CO), programme outcome (PO) and programme-specific outcome (PSO) attainment calculated automatically from assessment data already in the system

None of this is exotic — it's the same data an institution already generates. The change is where it's stored and when it's entered.

What to automate first, if you can't do everything at once

Most institutions can't move every process online in one go. If you're prioritizing:

1. CO-PO-PSO mapping — this is the most labour-intensive to reconstruct manually and the most valuable to automate, since it touches every course.
2. Student feedback — easy to move online, and NAAC explicitly weights this criterion.
3. Faculty research and publication records — a simple self-reporting form saves enormous reconstruction effort later.
4. Placement and alumni outcomes — this data ages quickly if not captured close to graduation, which is exactly what Nexumni is built to solve.

The SSR should be a report, not a project

The real test of whether IQAC automation is working is simple: when a NAAC or NBA visit is announced, does generating the SSR take a few days of formatting, or does it take three months of data collection? Institutions running continuous IQAC automation report the former. Everyone else is still living the annual fire drill.