KYD Risk Signals Explained

Short answer

KYD risk signals highlight patterns that increase uncertainty.
They do not assert wrongdoing, intent, or future behavior.

Why risk signals exist

Hiring and access decisions often fail because early warning signs are ignored or flattened. Risk signals exist to surface where evidence does not line up cleanly, not to label outcomes.

What KYD means by a risk signal

A risk signal reflects observed patterns such as:

• Inconsistencies across sources or time

• Abrupt changes without visible continuity

• Gaps between claimed experience and observable activity

• Signals that conflict with each other or lack corroboration

Risk signals describe uncertainty, not conclusions.

What risk signals are not

Risk signals are not:

• Accusations of fraud or misrepresentation

• Proof of malicious behavior

• Compliance determinations

• Predictions of future performance or conduct

KYD does not infer intent.

How KYD handles risk signals

When risk signals are present, KYD:

• Surfaces them explicitly

• Preserves conflicting or incomplete evidence

• Avoids collapsing uncertainty into a single judgment

• Allows signals to change as new evidence appears

Risk signals are contextual and reversible.

How customers should use risk signals

Risk signals are best used to:

• Prompt follow-up questions

• Decide where additional review is appropriate

• Avoid overconfidence early in the process

They should not be used as automatic rejection criteria.

What KYD does not do

KYD does not:

• Flag individuals as “high risk”

• Enforce thresholds or cutoffs

• Replace legal, HR, or compliance review

• Make access or hiring decisions

Responsibility and judgment

Customers determine how to interpret and act on risk signals. KYD provides visibility into uncertainty, not verdicts.