[{"data":1,"prerenderedAt":74},["ShallowReactive",2],{"arch-deep-/architecture/intelligence":3},{"id":4,"title":5,"body":6,"category":63,"deepPage":64,"description":65,"extension":66,"layer":67,"meta":68,"navigation":69,"path":64,"relatedFlows":70,"replaces":70,"seo":71,"stem":72,"__hash__":73},"architecture/architecture/intelligence.md","The Intelligence Layer",{"type":7,"value":8,"toc":57},"minimark",[9,13,33,38,41,44,48,51,54],[10,11,12],"p",{},"The Intelligence layer sits above the operating infrastructure. It does not run the building — it observes how the building performs against the behavioral specification, quantifies drift, and produces evidence the bureau can act on. Every workflow execution, every access decision, every resident interaction becomes a record. The Intelligence layer reads those records and answers a single contractual question: is the building still meeting the standard it was commissioned to meet.",[10,14,15,16,20,21,24,25,28,29,32],{},"Four evidence streams converge here. ",[17,18,19],"strong",{},"Telemetry"," captures continuous machine-generated signals from the operating layer — request volumes, resolution times, error rates, channel reliability. ",[17,22,23],{},"Surveys"," capture resident sentiment at moments tied to specific behaviors, not annualized satisfaction averages. ",[17,26,27],{},"Interviews"," capture qualitative findings from staff and residents on a recurring cadence. ",[17,30,31],{},"Cross-building comparisons"," place the building's performance against peer buildings of similar profile, market, and tier. None of the four streams alone is sufficient; together they triangulate a defensible behavioral score.",[34,35,37],"h2",{"id":36},"scoring-methodology","Scoring methodology",[10,39,40],{},"Each of the thirty-six expectation cells in the standard is evaluated independently. A cell receives a green, yellow, red, or grey state based on weighted evidence across the four streams. Green means the cell is meeting its expectation. Yellow indicates partial fulfillment or recent drift. Red indicates the floor has not been met. Grey means insufficient evidence — usually a building too new or a domain not yet in scope. The aggregate LEI score is a roll-up across cells, weighted by domain criticality and quality tier.",[10,42,43],{},"The score is a contractual reference point, not a marketing rating. A building scored at commissioning establishes a baseline. Each quarter, the score shows whether performance held, improved, or drifted — and in which domain. Over years, the score produces a behavioral performance history for the asset.",[34,45,47],{"id":46},"insights-engine","Insights engine",[10,49,50],{},"The insights engine processes the building's evidence and produces specific recommendations: which domain is drifting, what is likely causing it, and what the specification requires. It is an analytical service maintained by Apareé, separate from the commissioned infrastructure. It runs continuously for every building under warranty.",[10,52,53],{},"Recommendations are not generic. They reference specific cells, specific evidence patterns, and specific operational interventions. A drifting \"Deliveries × Reliability\" cell does not produce \"improve delivery operations\" — it produces \"package handoff time has increased 22% over the last quarter; the issue is concentrated in evening hours when the front desk is unattended; the specification requires acknowledged handoff within fifteen minutes.\"",[10,55,56],{},"The insights engine closes the behavioral loop. It feeds findings back into the next version of the standard and into the deployment governance process. It is what makes the warranty enforceable.",{"title":58,"searchDepth":59,"depth":59,"links":60},"",2,[61,62],{"id":36,"depth":59,"text":37},{"id":46,"depth":59,"text":47},"metric","/architecture/intelligence","How the operating layer turns operational records into evidence — the scoring methodology, four evidence streams, metrics, and the insights engine.","md","6",{},true,null,{"title":5,"description":65},"architecture/intelligence","VRS04mbsBcykN-ivuCWC_DlakvMpQpRq34Jbq2O01A0",1779718756835]