ABOUT THE RESEARCH

Three questions.
Kept deliberately separate.

Signal / Map is an independent research system for comparing apparent mispricing, strategic technology exposure and business durability without collapsing them into one score.

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THE FRAMEWORK

Different lenses answer different questions

3–5 years

Valuation dislocation

Do conservative operating and cash-flow assumptions support a better risk/reward than the S&P 500?

Produces the active Top 10, signal, hurdle and valuation-absorption assessment.

Variable horizon

Strategic technology exposure

Where can China’s technology progress materially affect the existing company thesis?

Adds Medium or High thesis relevance without mechanically changing the valuation signal or quality tier.

30 years

Long-term quality

Which businesses have the most durable compounding engines across technological and economic change?

Ranks business durability independently of current valuation and strategic technology exposure.

RESEARCH DISCIPLINE

Designed to resist false precision

Evidence before narrative

Company results and filings anchor the operating assessment. Independent reporting supplies event context; third-party valuation data remains a screening reference.

Coverage depth is explicit

Only the valuation Top 10 receives a full signal, hurdle and detailed assessment. Other candidates, likely-false cases and archived names are intentionally shown at reduced depth.

Quality is not cheapness

A durable business is not automatically undervalued. A low multiple is not automatically a dislocation. The two judgments remain independent.

Changes must be auditable

Ranks, signals, dates and field changes are tied to the stated edition and its source authority rather than silently rewritten.

THE AUTHOR

Michaël Hillaert

Michaël publishes independent research on valuation, durable business quality and strategic technology shifts. Signal / Map is the working surface behind that research: structured enough to compare companies, but explicit about where judgment remains.

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Important

Signal / Map is independent research for informational purposes only. It is not investment advice. Data and valuations are shown as of their stated dates.