What breaksMemory Failure · Recommendation Decay · Fragmentation · Unclosed Loop
SCN-030Action & learning loops break
New Audit. New Names. Same Risk.
An organization can produce repeated findings without building the memory that makes recurrence visible before the next failure.
ScaleNational
UrgencyHigh
Coordination gapHigh
StakesMoney · Service quality · Trust
Memory FailureRecommendation DecayFragmentationUnclosed Loop
What Koali changes
← Back to the full MosaicKoali links findings to reusable failure mechanisms and control patterns. New projects can be checked against prior lessons before the same risk becomes another audit paragraph.
Who holds part of the picture
public servants • leaders • auditors
Koali response
Koali links findings to reusable failure mechanisms and control patterns. New projects can be checked against prior lessons before the same risk becomes another audit paragraph.
Real-world parallels
- Phoenix pay system — Auditor General of Canada
- CASA/SAAQclic — Auditor General of Québec
- ArriveCAN — Auditor General of Canada
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.
New Audit. New Names. Same Risk.
An organization can produce repeated findings without building the memory that makes recurrence visible before the next failure.
The problem
Audits identify weak oversight, incomplete risk reporting, procurement problems or missing controls. Management accepts recommendations. Years later a new programme exhibits the same pattern under different names.
What breaks
- Memory Failure
- Recommendation Decay
- Fragmentation
- Unclosed Loop
Who holds part of the picture
- public servants
- leaders
- auditors
- vendors
With Koali
Koali links findings to reusable failure mechanisms and control patterns. New projects can be checked against prior lessons before the same risk becomes another audit paragraph.
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
Auditor General of Canada — Phoenix example
The Auditor General reiterated that Phoenix executives prioritized schedule and budget over critical elements and did not provide senior officials a complete picture of project risks.
Relation to scenario: DIRECT
Source: https://www.oag-bvg.gc.ca/internet/docs/parl_oag_202310_07_e.pdf
Vérificateur général du Québec — CASA/SAAQclic
The Auditor General reported major cost growth not clearly communicated to decision-makers and weaknesses around project readiness and testing.
Relation to scenario: DIRECT
Source: https://www.vgq.qc.ca/Fichiers/Publications/rapport-annuel/212/25.02_VGQ_Fiche_descriptive%20-%20CASA-SAAQclic.pdf
Auditor General of Canada — ArriveCAN
The audit documented weak procurement records, non-competitive professional-services contracting and cases where resources were routed through intermediaries at likely additional cost.
Relation to scenario: STRONG ANALOGUE
Source: https://www.oag-bvg.gc.ca/internet/docs/parl_oag_202402_01_e.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