What breaksCitizen Signal Ignored · Missing escalation · Expertise Asymmetry · Handoff Failure
SCN-015Distributed intelligence fails to converge
The Family Sees the Change Before the System Does.
Lived familiarity can reveal deterioration before a formal measurement does.
ScaleOrganization
UrgencyCritical
Coordination gapHigh
StakesHealth · Life · Dignity
Citizen Signal IgnoredMissing escalationExpertise AsymmetryHandoff Failure
What Koali changes
← Back to the full MosaicKoali records the family observation as a source with time and context, links it to clinical observations, and provides a governed escalation path when concern remains unresolved.
Who holds part of the picture
patient • family • clinicians
Koali response
Koali records the family observation as a source with time and context, links it to clinical observations, and provides a governed escalation path when concern remains unresolved.
Real-world parallels
- Martha’s Rule — NHS England
- Québec Ombudsperson — 2024–2025 annual report
What success looks like
The relevant state remains visible across handoffs and time. • Responsibilities, unresolved questions and escalation paths are explicit.
Documented parallels show that the failure mechanism is real; they do not claim Koali would have changed a specific outcome.
The Family Sees the Change Before the System Does.
Lived familiarity can reveal deterioration before a formal measurement does.
The problem
A family member notices that a patient is not behaving normally. The observation may sound subjective beside vital signs and clinical authority, yet the family has a longitudinal baseline no clinician on the current shift possesses.
What breaks
- Citizen Signal Ignored
- Missing Escalation
- Expertise Asymmetry
- Handoff Failure
Who holds part of the picture
- patient
- family
- clinicians
- care coordinators
With Koali
Koali records the family observation as a source with time and context, links it to clinical observations, and provides a governed escalation path when concern remains unresolved.
Human authority
Authorized humans and institutions retain their existing legal, professional and democratic authority. Koali structures knowledge, coordination and traceability; it does not take sovereign or professional decisions.
What success looks like
- The relevant state remains visible across handoffs and time.
- Responsibilities, unresolved questions and escalation paths are explicit.
- The outcome produces reusable memory for the next comparable case.
Real-world parallels
Martha’s Rule — NHS England
Martha’s Rule followed Martha Mills’s death after family concerns about deterioration were not acted on, creating a direct escalation route to an independent clinical review.
Relation to scenario: DIRECT
Source: https://www.england.nhs.uk/patient-safety/marthas-rule/
Protecteur du citoyen — Rapport annuel 2024-2025
The Québec Ombudsperson documented a case where incorrect assumptions about a care facility delayed rehabilitation after surgery and harmed autonomy and quality of life.
Relation to scenario: STRONG ANALOGUE
Source: https://protecteurducitoyen.qc.ca/sites/default/files/2025-10/rapport-annuel-activites-2024-2025.pdf
Boundary
The documented cases illustrate analogous failure mechanisms. They do not establish that Koali would have prevented the event or guaranteed a different outcome.
Koali loop
signals → shared meaning → evidence → choice → responsibility → action → verification → memory → better knowledge