02 · The product
Measure whether human oversight can keep pace with AI.
Four inputs. One number. Scored 0–100.
How it works
AI Activity
How much AI-generated work is entering the system.
Oversight Demand
How much of that work requires qualified human judgement.
Human Capacity
How much reviewing capacity actually exists.
Expertise
Whether the people reviewing are qualified to do so.
Human Oversight Capacity Index
0–100
Human Oversight Capacity Index · 0–100
What it enables
See
where oversight pressure is building
Prioritise
where human judgement matters most
Intervene
before oversight degrades
FreQNC is pre-MVP. The Index is being shaped with design partners and is not yet available as a product.
Planning stage
How pricing will work
FreQNC will launch as land-and-expand — start with one team, expand as AI activity grows. Exact tiers and packaging are still being shaped with design partners.
Planning-stage direction only. No pricing is fixed or live.
Scope
FreQNC measures oversight capacity at system and team level. It does not score, classify or monitor individual employees.