What breaksExpertise Isolation · Organizational Silo · Routing Failure · Fragmentation
SCN-014Distributed intelligence fails to converge
The Expertise Exists. The Right People Never Meet.
Complex problems are often organized by department even when the solution requires a temporary community of expertise.
ScaleNational
UrgencyHigh
Coordination gapExtreme
StakesMoney · Safety · Public value
Expertise IsolationOrganizational SiloRouting FailureFragmentation
What Koali changes
← Back to the full MosaicKoali routes problems to domain-bounded expertise, makes evidence of expertise inspectable, assembles temporary cross-domain teams and keeps each contribution connected to its field, assumptions and conflicts of interest.
Who holds part of the picture
researchers • funders • reviewers
Koali response
Koali routes problems to domain-bounded expertise, makes evidence of expertise inspectable, assembles temporary cross-domain teams and keeps each contribution connected to its field, assumptions and conflicts of interest.
Real-world parallels
- HIV/AIDS — History of the FDA’s role
- 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.
The Expertise Exists. The Right People Never Meet.
Complex problems are often organized by department even when the solution requires a temporary community of expertise.
The problem
A problem spans engineering, law, operations, economics and lived experience. Each institution knows people in its own network, but no one has a reliable way to discover the full set of relevant expertise or to distinguish authority by domain.
What breaks
- Expertise Isolation
- Organizational Silo
- Routing Failure
- Fragmentation
Who holds part of the picture
- researchers
- funders
- reviewers
- future teams
With Koali
Koali routes problems to domain-bounded expertise, makes evidence of expertise inspectable, assembles temporary cross-domain teams and keeps each contribution connected to its field, assumptions and conflicts of interest.
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
FDA — History of the agency’s role in HIV/AIDS
The FDA documents how AIDS activists pushed regulators toward faster access and more direct patient participation in policy and advisory processes.
Relation to scenario: STRONG ANALOGUE
Source: https://www.fda.gov/about-fda/fda-history-exhibits/history-fdas-role-preventing-spread-hivaids
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: CONTRAST CASE
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