The product
See whether the work got the review it needed.
Trace who checked what, and when. See where review is thinning out.
How it works
Volume
How much AI-generated work is entering the review queue.
Review load
How much of that work needs a qualified check.
Available context
Whether reviewers have the time and context to check it properly.
Traceability
Who checked what, and when.
A name for the signal
FreQNC calls this the Human Oversight Capacity Index.
Review load · from sustainable to under pressure
FreQNC measures oversight capacity at system and team level. It does not score, classify or monitor individual employees.
What it enables
See
where review is thinning out
Prioritise
which work needs qualified judgement
Act
before weak review becomes the default
FreQNC is pre-MVP. The product is being shaped with design partners and is not yet available as a product.
Planning stage
Commercial model
The plan is to start with one team. Any wider rollout would follow evidence that the signal is useful. Packaging is still being shaped with design partners.
Planning-stage direction only. No pricing is fixed.