The organizational product

Adopt AI.
Keep humans strong.

Most adoption dashboards measure output. This one measures what output costs: attention, agency, recovery and trust. Then it tells you where the work design is failing, not where the people are.

n ≥ 12to display

Organizational calibration private by design

Private by design

Individuals see their picture.
Organizations see the pattern.

The privacy model is architectural, not a promise in a policy document. If the system never holds an individual result, nobody can ask it for one.

01

A private calibration

Every employee answers in their own browser. Their responses never enter an employer dashboard, and no account is created.

02

Anonymous aggregation

Leaders see group-level patterns only. Anything below twelve respondents is suppressed before it is drawn.

03

A measured intervention

A pilot pairs the pattern with literacy sessions, focus protection, verification habits — and a re-assessment in ninety days.

The pattern room

Notice what adoption
actually feels like.

What a pilot dashboard would show: the shape of the room, never a person in it.

Pattern room · team of 40 · last 14 days

Simulated

Leaders see the shape of the room, never a person. Recovery at 33 is a work-design finding, not an individual one.

No individual answers · n ≥ 12 to display

A team where recovery scores 33 and trust scores 61 is not a team that needs a resilience workshop. It is a team whose work design has stopped leaving room for either.

What a pilot includes

Baseline calibration, anonymous and time-boxed

A readout of the four weakest signals, with causes named

Manager enablement on verification and focus protection

Re-assessment at 90 days, same instrument

Start a conversation

A pilot is a measurement,
not a transformation.

We will tell you what the calibration can and cannot show you before you buy anything. If the instrument is not right for your organization, we will say so.

hello@humenra.com
Runs onParticipant devices. Nothing is installed, nothing is monitored.
ReportsAggregated only, with a minimum group size of twelve before anything is displayed.
Current statusLive. Respondents answer privately, and no individual data leaves the browser.