Benchmarks

How does your estate compare?

Modelled HAL Score averages by sector, illustrating how readiness typically varies. These are not measured data: community benchmarking is planned, and this page will carry real anonymised figures once enough submissions exist to publish responsibly.

25 cross-sector average / 40

Financial Services

31 / 40 Governed

Highest maturity, driven by existing model-risk and regulatory discipline. modelled

Healthcare

28 / 40 Governed

Strong on evidence and liability; escalation paths often still maturing. modelled

Public Sector

26 / 40 Governed

Strong process and review; monitoring maturity varies widely. modelled

Legal Services

24 / 40 Governed

Strong on liability awareness; authority is frequently under-bounded. modelled

Technology

22 / 40 Developing

Ships fast; ownership and review are the most common gaps. modelled

Retail & Marketplace

21 / 40 Developing

High autonomy in customer-facing agents; limits often lag deployment. modelled

Community benchmarks are coming

Anonymous submission is planned: run the assessment, contribute your result without any identifying information, and these figures will be replaced with measured averages. For now, your own assessment is the only number that matters.

Take the assessment

Reading the numbers

A higher sector average reflects governance maturity, not safety on any individual system. An autonomous system at 28 may be under-governed; an advice tool at 22 may be entirely appropriate. Always read a score against its autonomy band.

All figures on this page are modelled estimates, not measured submissions. They will be replaced as real data accrues.