kaal:position:2026-07-31-7369

Integrating AI Innovation With Management Control Systems presents the following source proposition: The role of MCS includes goal–goal alignment with resources as well as operational enhancement and data-based performance improvement. This proposition is pertinent to Kaal's source-bound claim that The study's evidence base is a PitchBook dataset of 77,508 United States venture capital deals involving 37,298 companies from 2005 through 2015, covering all venture capital deals and all venture capital stages. 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: 0.3646.
• The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

Integrating AI Innovation With Management Control Systems

kaal:claim:2808132-038
Wulf A. Kaal, Erik P.M. Vermeulen, How to Regulate Disruptive Innovation - From Facts to Data (2016). SSRN: https://ssrn.com/abstract=2808132
Source PDF sha256: 3515f2317ed9c1d33ae55d70467cdf1f6c4e350065ea6a887d5d7619599ad7d2

Evidence: abstract indexed
Review tier: moderate-confidence claim review
Mapping confidence: 0.3646
Mapping ambiguous: true

innovationempirical-evidenceresearch-methodshistorical-responsescholarly-literaturecrossref

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

Canonical markdown sha256: 4bd458408339249878e4090f4160a9e12a987f791026d7188099f3a4b00b5118
curl -s https://wulfkaal.github.io/positions/2026-07-31-7369.md | sha256sum