Sector Benchmarking
A score in isolation only tells you if you improved. It can't tell you if you're behind.
A national average is a useless answer to the question leadership actually asks: how do we compare to companies our own size, in our own sector, right now.
Sector Benchmarking compares your score against a live, aggregate-only cohort of similar-size organizations in your domain, showing your percentile alongside the median, average, and top decile. No organization is ever identified, and no cohort surfaces until five comparable ones exist.
Demo video coming soon
Percentile, not just a raw score
See where your score falls relative to the cohort median, average, and top decile, so a number has context instead of standing alone.
Matched by size and sector
Your cohort is built from organizations in a similar company-size band and domain, so the comparison is to peers, not the whole platform at once.
Aggregate-only, always
No individual organization's identity or data is ever shown. A cohort doesn't surface at all until at least five comparable organizations are in it.
Moves as your cohort grows
As more organizations of your size and sector complete assessments, the cohort statistics update, so the comparison stays current rather than frozen at signup.
Straight from the platform
See exactly how it works, step by step, below.
Product screenshots coming soon
How it works
1
Complete an assessment
Your organization's AI readiness score is computed the same way it is everywhere else on the platform.
2
You're matched to a cohort
Your organization is grouped with others of a similar company-size band and sector, never with the whole platform indiscriminately.
3
The cohort has to reach five organizations
Benchmarks stay unavailable until at least five comparable organizations exist in your cohort, so no result could ever be read back to one company.
4
You see percentile, median, average, and P90
Once available, your score is shown against the cohort's median, average, and top decile, with your own percentile stated directly.
See it in the platform
Benchmark result · Illustrative
Hover a dimension
68/100
Weakest: Governance
72nd percentile among 41 mid-market peers in the same sector
Frequently asked
Who this helps
The CTO
Gets a straight answer to 'are we behind' instead of only ever seeing whether this quarter's number moved from last quarter's.
The Compliance Head
Can show leadership a defensible external reference point without exposing or requesting any other company's actual data.
The Board
Sees relative standing in the sector stated plainly, useful for setting realistic improvement targets rather than arbitrary ones.