Research Engine
Collects customer-provided information and relevant company, market, labor, financial, and operating evidence.
Source-dated, versioned, confidence-aware, and subject to human quality review.
The core platform
A structured research and benchmark system that converts fragmented commercial HVAC evidence into decision-ready executive intelligence.
Platform architecture
Every engagement uses the same controlled architecture so evidence can be compared, refreshed, and improved over time.
The current service is analyst-reviewed and AI-assisted. A customer portal, live dashboard, and automated alerts are roadmap capabilities—not features represented as available today.
Collects customer-provided information and relevant company, market, labor, financial, and operating evidence.
Source-dated, versioned, confidence-aware, and subject to human quality review.
Structures source-dated metrics, peer observations, cohort definitions, evidence labels, and benchmark versions.
Source-dated, versioned, confidence-aware, and subject to human quality review.
Moves the evidence through Signal, Score, Benchmark, Decide, and Monitor.
Source-dated, versioned, confidence-aware, and subject to human quality review.
Applies defined scoring criteria while preserving assumptions, confidence, and evidence gaps.
Source-dated, versioned, confidence-aware, and subject to human quality review.
Converts the analysis into consistent executive narratives, charts, priorities, and quality-reviewed deliverables.
Source-dated, versioned, confidence-aware, and subject to human quality review.
Current access points
A focused baseline and priority view for one company and one primary decision.
A deeper strategic analysis across growth, operations, risk, and enterprise readiness.
A defined monitoring rhythm built from a verified company baseline.
The customer assessment is one source—not the benchmark by itself. The engine can combine customer inputs, independently observed company signals, the WealthOps peer dataset, and public industry context. Every material metric retains its source, observation date, evidence type, cohort, benchmark version, and confidence level.
Review the evidence and cohort standard →Access the engine