# kaal:position:2026-07-31-7369

**Affirmed position.** 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.

**Status.** affirmed  **Published.** 2026-07-31

**Holds when.**

- 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.

**Current debate.** Integrating AI Innovation With Management Control Systems: https://doi.org/10.1108/978-1-83708-464-720261017

**Extends.** kaal:claim:2808132-038: https://wulfkaal.github.io/claims/2808132-038

**Scholarly basis.** 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 level.** abstract indexed

**Mapping review tier.** moderate-confidence claim review

**Mapping confidence.** 0.3646  **Mapping ambiguous.** true

**Topics.** innovation, empirical-evidence, research-methods, historical-response, scholarly-literature, crossref

**Provenance.** Affirmed in kaal-review:2026-07-31:streaming-etl-0008 at https://kaal-signal-desk.wulf577462.chatgpt.site/#review.

**Record type.** This is a dated commentary position that extends a scholarly corpus claim. It is not a verbatim claim extracted from the paper.

**Canonical form.** This markdown file is the canonical hashed representation of the position.