Closing the NC(V) throughput gap by making attendance defensible at audit.

DHET's 2023 figures put NC(V) Level 4 certification at 58.2% and NC(V) L2 → L4 throughput in expected time at 9.2% — against a National Development Plan target of 75% by 2030. The gap is not a data-quality artefact; it is the operational reality of the sector. A typical 2 800-student campus with 12 programmes and 94 lecturers carries this gap into every procurement conversation.

Beneath the throughput headline sits a more mundane problem: attendance records that cannot be defended at audit. Paper registers photocopied at term-end. NSFAS disbursement reconciliations done manually at ~25 minutes per held student. DHET CSV returns that eat 4–6 hours per programme per month. By the Auditor-General's own description, NSFAS reconciliation between institution and scheme records has been outstanding since 2017 — the compliance gap compounds every term the attendance record is not air-tight.

An HoD walking into a council meeting with a defensible attendance number has a conversation about intervention. Without it, the conversation is always about the register.

The response inside a programme like this is deliberately mundane. A rotating QR that changes every 30 seconds makes the register defensible. A one-tap lecturer override protects the student whose phone is flat. A DHET-formatted CSV exports in two clicks. A reporting dashboard surfaces under-75% attendance at programme level before mid-term — not at the final-mark post-mortem.

None of this is surveillance-heavy. None of it depends on a hero lecturer. It is the opposite of most ed-tech pitches: it describes a register you can hand to the Auditor-General, not a dashboard you can brag about.

These are modelled projections, not claims. Each figure is either a published DHET/CSIR/NSFAS baseline or a time-and-materials calculation on top of one. The point is not to promise a 20pp throughput uplift — it is to show what an honest attendance record enables the campus to plan against.

A campus that can defend every attendance row at audit gets three things it cannot get from paper: a credible at-risk list at mid-term, a DHET return that closes in an afternoon, and an NSFAS reconciliation that stops chasing the same 14 students every month.