What breaksKnowledge Attrition · Tacit Knowledge Loss · Single Point Of Failure · Memory Failure
SCN-009Knowledge attrition
The Expert Retires Friday.
Thirty years of judgment should not leave the building in one cardboard box.
ScaleOrganization
UrgencySignificant
Coordination gapHigh
StakesSafety · Service quality · Continuity
Knowledge AttritionTacit Knowledge LossSingle Point Of FailureMemory Failure
What Koali changes
← Back to the full MosaicKoali captures capability through real cases: decisions, evidence, exceptions, failed approaches, conditions and outcomes. Knowledge is attached to work while the expert is still practicing, not extracted in one final interview.
Who holds part of the picture
frontline practitioners • domain experts • decision-makers
Koali response
Koali captures capability through real cases: decisions, evidence, exceptions, failed approaches, conditions and outcomes. Knowledge is attached to work while the expert is still practicing, not extracted in one final interview.
Real-world parallels
- Nuclear knowledge management — IAEA
- Critical federal legacy systems — U.S. GAO
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 Expert Retires Friday.
Thirty years of judgment should not leave the building in one cardboard box.
The problem
An experienced person knows why procedures exist, which exceptions matter, which symptoms are misleading and who to call when the manual is wrong. A handover document captures tasks but often not judgment.
What breaks
- Knowledge Attrition
- Tacit Knowledge Loss
- Single Point Of Failure
- Memory Failure
Who holds part of the picture
- frontline practitioners
- domain experts
- decision-makers
- affected people
With Koali
Koali captures capability through real cases: decisions, evidence, exceptions, failed approaches, conditions and outcomes. Knowledge is attached to work while the expert is still practicing, not extracted in one final interview.
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
IAEA — Nuclear Knowledge Management
The IAEA treats retirement and loss of critical knowledge as explicit organizational risks requiring succession planning and knowledge-loss assessment.
Relation to scenario: DIRECT
Source: https://www-pub.iaea.org/MTCD/Publications/PDF/Pub1724_web.pdf
U.S. GAO — Critical Legacy Systems
GAO identified critical federal legacy systems 8 to 51 years old, including outdated languages, unsupported technology and known vulnerabilities.
Relation to scenario: RELATED PATTERN
Source: https://www.gao.gov/products/gao-19-471
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