CASE STUDY 03 / FRONTLINE OPERATIONS

Workforce Continuity

A mobile-first prototype for handoffs, consent, readiness, next actions, and human reviewer feedback in high-friction frontline work.

PRODUCTWORKFORCETESTED PROTOTYPEINDEPENDENT CONCEPT
01 / HUMAN PROBLEM

A handoff is where continuity disappears.

Frontline work often depends on one person knowing what is ready, what is missing, what can be shared, and who owns the next step. When that person or context disappears, the workflow restarts from memory.

The prototype explores a compact continuity layer that carries readiness, consent, next action, and minimum-necessary context without converting a handoff tool into a giant system of record.

02 / PRODUCT FLOW

Consent is state, not decoration.

STATUSDOCUMENT READINESSCONSENTNEXT ACTIONHANDOFFAUDIT / REVIEW

Revoked consent persists and blocks handoff/export behavior in the synthetic workflow. Restoring consent can re-enable permitted actions. The UI exposes those consequences rather than treating a checkbox as a one-time formality.

03 / ITERATION

Mobile feedback changed the product.

Guided mobile flow

A three-step scenario and sticky shortcuts were introduced after direct iPhone usability feedback.

Reviewer feedback

A later review rail supports typed feedback, free text, share-sheet behavior, clipboard fallback, clear action, and live-region status without a feedback backend.

Governed delivery

A separate dry-run control-plane layer can explain blockers and test state transitions without mutating project state or authorizing a build.

04 / EVIDENCE

Usability and authority were tested separately.

MOBILE BEHAVIORHosted iPhone workflow evidence

Repository evidence records successful persistence/revocation/reset/export behavior and no visible horizontal overflow in the guided synthetic flow.

ACCESSIBILITYKeyboard and VoiceOver receipts

Hardware keyboard and VoiceOver were human-reported as passing on the v0.2 flow; that evidence remains distinct from automated static checks.

PRIVACYFeedback stays local until the human sends it

The review surface does not automatically submit, store, analyze, or persist unsent reviewer feedback.

REMAINING GATEIndependent frontline review receipt remained pending

The repository explicitly refused to invent reviewer identity, findings, risks, or recommendations from a blanket test report.

05 / LIMITS

What the prototype refuses to imply.

  • No real participant data or private institutional workflow truth.
  • No autonomous adverse decision, diagnosis, eligibility decision, or legal/clinical authority.
  • No employer endorsement, partnership, deployment, or adoption claim.
  • Passing ontology/scenario tests proves internal consistency, not stakeholder validation.
  • Feedback itself cannot authorize a product state transition.

WHAT I LEARNED

A human-centered workflow is not safer because it says “consent.” It is safer when revoked consent changes what the software can actually do, and that behavior survives the messy edges of mobile use, refresh, review, and handoff.

Contact: founder@thehumancode.tech