MKT.Preface:8 - Consequences - What changes in practice?

The team can make a smaller justified promise, obtain a missing contribution, stop an unnecessary inquiry, or decline an unsuitable programme before creating unsupported reliance. Customer knowledge can change actual provision. Shared preparation can be used where it remains adequate, with exceptions and continuing service included in the comparison. A negative or uncertain result remains useful when it changes the next decision.

This work also costs time. Jointly shaping a result, qualifying evidence, obtaining commitments and supporting exceptions can be more expensive than producing campaign materials. Use existing qualified results and direct local methods where sufficient. Deeper construction is warranted when it changes the available offer, its assurance or the whole burden.

The descriptions themselves have an obtaining cost: learning the language, locating a method, adapting it, checking an AI contribution and maintaining the explanation. Compare that cost over a named range of uses if it matters to adoption. Count common development once and repeated human work where it recurs.