kaal:position:2026-07-31-7196

AI Governance as a Strategic Marketing Capability presents the following source proposition: Artificial intelligence has transformed how organizations collect, interpret, and act upon customer information. This proposition is pertinent to Kaal's source-bound claim that Well-capitalized centralized incumbents can outpace decentralized entrants in user acquisition by leveraging existing customer bases and brand recognition, so decentralized startups must show clear advantages in compensation, transparency, or data protection to win adoption. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.

• The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.
• External evidence level: abstract indexed.
• Mapping review tier: moderate-confidence claim review.
• Primary mapping confidence: 0.3681.
• The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

AI Governance as a Strategic Marketing Capability

kaal:claim:5095633-030
Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025). SSRN: https://ssrn.com/abstract=5095633
Source PDF sha256: cbb484711f89bcefc9fc6a5730a1ed0a3f764d7999ad9b6f7d8ea05634c26c63

Evidence: abstract indexed
Review tier: moderate-confidence claim review
Mapping confidence: 0.3681
Mapping ambiguous: true

economicsdecentralizationinnovationhistorical-responsescholarly-literaturecrossref

Affirmed in kaal-review:2026-07-31:streaming-etl-0008 on 2026-07-31. Review record.

Canonical markdown sha256: c12ba05a7e33846c0741d9ba8da7f7b2e7e42f6b20d4507ac79f270a2caae4df
curl -s https://wulfkaal.github.io/positions/2026-07-31-7196.md | sha256sum