Human intelligence
Repeatable internal learning
Training, codification and practice can make an intervention reproducible.
When it applies
Look for repeat performance beyond the originating individual.
Sources
- Nestlé North America — Where JUBAP Was Named
- Tiger Team Maturity Model
- Case Study: Texas-to-Mexico Oilfield Services Transformation: Knowledge Transfer, Industrialization, and Compliance
- Measuring Human Intelligence Debt
- The Attribution Gap and Capability Loss
- Barcelona, Cuba, California, Veracruz: Urban Mobility, Swarm Intelligence and Constraint-Driven Architecture
Relationships
- documented use · To
Observable maturity
The Nestlé account describes codification and internal facilitator training, practices that can be compared with repeatability and learning in the maturity model.
El caso describe esas prácticas; no acredita un nivel CMMI ni certifica la madurez de un Tiger Team. La comparación es de componentes observables.
- documented use · From
Audit readiness
The industrialization case describes quality-system and audit-readiness work that can illustrate observable maturity practices without claiming a certified maturity level.
Audit-ready no equivale a aprobación de cada auditoría ni certificación del nivel del equipo. La evidencia de readiness debe permanecer separada de una conclusión externa.
- hypothesis · To
Human workload counterfactual
A future evaluation could separate the cost of building facilitator capability from any later reduction in compensatory coordination work.
El caso no midió HID con el protocolo actual; mayor actividad no es por sí sola mayor deuda ni ahorro.
- analogy only · To
Organisational attribution
Facilitator capability can outlast an intervention only if learning is accompanied by durable ownership, resourcing and recognition, rather than enthusiasm alone.
Relación propuesta; el caso Nestlé no aporta una medición longitudinal del vector de atribución ni prueba este efecto causal.
- analogy only · From
Resistance indicators
Tuxpan's adoption layer can be compared with JUBAP's internal facilitation model: the operating practice must become usable and transmissible inside the receiving organization.
La analogía no implica que ambos casos usaran los mismos talleres, secuencia o técnicas de facilitación.
- draws on · From
Transferable implementation architecture
conceptual bridge
- uses · From
School of judgment and communities of practice
conceptual bridge
- illustrates · From
Nestlé North America and JUBAP origins
conceptual bridge