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PEOPLE, PRIVACY & FAIRNESS · Workflow idea

Make activity tracking motivating without turning personal health data into a judgment.

For work involving voluntarily shared activity measures, progress summaries, and proposed fitness challenges, start with a defined purpose and check the evidence before taking the next step. Prepare a private progress summary and optional challenge ideas from measures a participant chooses to share. Activity data can be sensitive and may not reflect health, ability, or effort. Obtain informed consent, let participants control sharing and retention, avoid diagnosis or unsafe exercise advice, account for accessibility and injury limits, and require a qualified person to review safety-sensitive recommendations.

Make it yours See how it works ↓
A Roman aqueduct taking shape from architectural sketch to marble.
A little structure. A clearer outcome.
Starts with
A scoped request is ready for review
Produces
A review-ready brief about voluntarily shared activity measures, progress summaries, and proposed fitness challenges, with source checks, uncertainty, and approval status.
Category
Reviews & approvals

01 / The starting point

A clear request.
A useful direction.

voluntarily shared activity measures, progress summaries, and proposed fitness challenges, an authorized source, and a named owner

“Prepare voluntarily shared activity measures, progress summaries, and proposed fitness challenges for informed review without treating an unverified draft, estimate, or match as final.”
An example request · Make it specific to your team.

02 / The work

4 tasks.
One useful outcome.

Prepare a private progress summary and optional challenge ideas from measures a participant chooses to share.

  1. Confirm notice, consent, and fair purpose

    Explain personal-data use and avoid unrelated or sensitive inferences.

  2. Verify details with the person or source

    Check identity, dates, context, and corrections before relying on a record.

  3. Treat scores and classifications as unverified

    Do not turn a label, estimate, or match into a fact or judgment about a person.

  4. Leave consequential choices with qualified people

    Require accountable human judgment and a clear route to correct or contest a result.

03 / The result

Something useful.
Something to build on.

A review-ready brief about voluntarily shared activity measures, progress summaries, and proposed fitness challenges, with source checks, uncertainty, and approval status.

AmbactiWorkflow folio · 4 steps

Review fitness progress and challenges

Reviews & approvals · Example outcome

The handoff

A review-ready brief about voluntarily shared activity measures, progress summaries, and proposed fitness challenges, with source checks, uncertainty, and approval status.

Keep in mind

Activity data can be sensitive and may not reflect health, ability, or effort. Obtain informed consent, let participants control sharing and retention, avoid diagnosis or unsafe exercise advice, account for accessibility and injury limits, and require a qualified person to review safety-sensitive recommendations.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Provide clear notice and meaningful choice

Explain collection, purpose, access, retention, and correction or deletion options.

Use relevant and fair criteria

Exclude sensitive traits and check for unequal or unsafe effects.

Restrict individual-level access

Share identifying details only with designated reviewers and minimize exports.

Keep people in control of consequential use

Require qualified review and a practical way for affected people to correct or question a result.

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