Law Firm Demand Research Methodology

What evidence does the program use?

The research draws on published academic literature, industry research, public sources, practitioner interviews and reconstructed commercial situations. Interviews conducted outside a formal academic protocol are treated as exploratory evidence unless a later research design permits broader use.

Where possible, the program prefers actual matters, buying decisions and counterexamples over abstract opinion. Major propositions should record both supporting and contradictory evidence.

How are research claims handled?

Working constructs are labeled as hypotheses or frameworks until evidence supports stronger claims. The stronger the originality or causal claim, the deeper the prior-research burden.

Published pieces aim to make the evidence status, limitations and commercial interest visible so readers can distinguish research from product positioning.

How is Postilize separated from the research?

Postilize has a commercial interest in law-firm growth technology. The research is designed to test ideas independently of current product capabilities and must remain capable of concluding that a product assumption is weak, incomplete or wrong. Product implications come downstream from the research rather than determining the finding.

How should readers use the research?

Treat definitions and frameworks as an evolving body of work. Canonical concept pages use stable terminology so evidence, articles and future updates can build on the same constructs without implying that every concept is already validated.

What is the evidence status of the Signals collection?

The Signals definitions and practitioner guides synthesize the published foundational essays and their existing anonymized accounts. They add no new interview sample. Repeated use of an account across pages is not independent corroboration. The definitions, qualification tables and feedback loop are proposed analytical tools, not validated prediction models.

A future Signals Benchmark, Conversion Window study or signal-to-matter study would need a defined sample, dated observations, prespecified outcomes and time horizons, unsuccessful cases, missing-outcome reporting and a comparison baseline. Those evidence assets are not presented as completed research in this collection. No conversion lift, predictive accuracy or alert-failure prevalence is claimed.