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WIL · Analytical Frameworks

Analytical Frameworks

Four integrated frameworks form the analytical system of the Workforce Intelligence Lab — market-level exposure, project-level execution risk, compensation dynamics, and company-level workforce pressure.

4Core frameworksWEI™ · PERM™ · CVF™ · WPI™
50 + DCMarket scopeState resolution
5WEI componentsComposite index
9WPI componentsCompany composite
Market → project → compensation; WPI™ extends to company level (see cards below)

The system

Construction workforce intelligence is not a single variable. Market-level labor constraint, project-specific execution risk, compensation movement, and company-level pressure are related but analytically distinct. A state may carry elevated market exposure while a specific role in that state remains adequately supplied — or vice versa. A company in a Moderate market may still face Elevated WPI pressure from backlog velocity or trade mix. The four frameworks are designed to be read together, not as interchangeable outputs.

How the frameworks relate

The Workforce Exposure Index is the market-level entry point. It establishes the operational context for a state — the pressure gradient a project will encounter regardless of its specific role mix. The Project Execution Risk Matrix applies within that context: given that a market is elevated, what does that mean for the specific roles a project depends on and at what phase? The Compensation Volatility Framework supplies the wage-side input to both — it is referenced by the Exposure Index (via the compensation-pressure component) and by PERM (via the comp-volatility dimension).

The frameworks are analytical tools for situational awareness, not a decision engine. They inform workforce planning, execution-risk assessment, and advisory framing — they do not produce hiring instructions.

The public surface of each framework is directional and state-level. Advisory access to role-level, segment-level, and employer-level resolution is available through the research team. AlphaHire's main site publishes the full framework library, including additional signals — Pool Scarcity Index, Hiring Velocity Index, and more ↗.

Related intelligence surfaces

Framework scope

All four frameworks are operational intelligence tools. They characterize current state from public-source data; they do not produce forecasts, rankings of employers, or hiring recommendations. The public surface intentionally remains at state and role-group resolution. See the About page for the full description of public vs. internal surfaces, and Methodology for source attribution and confidence handling.