Focus Areas

Focus Areas

The issues David advises on, where AI, data, and technology accountability converge.

These are the issues David advises on most consistently. The through-line is accountability: who owns the outcome, who holds the decision rights, and what must be true for the data, AI, and technology behind a consequential decision to be trusted, governed, and defensible when it is examined.

Each focus area is a teaching layer. When the issue calls for action, the page hands you to the right advisory engagement underneath.

The Three Advisory Lenses

A common frame across every focus area.

Foundation

Whether the structures, controls, and operating conditions an issue depends on actually exist in practice, not only in policy.

Accountability

Who owns the outcome, who holds the decision rights, and who answers when the issue produces a consequence the enterprise cannot afford.

Trust

Whether the board, regulators, customers, and the executive team can rely on the result, and be told the truth when something is off.

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