Dataset entry

C-Suites Are Trusting AI in Live Decision-Making

ai-business-signals ai_business_signal aibs-006 executives decision-making sap governance trust
Document how AI is entering executive decision loops in large enterprises.

License & citation

Creator: Dzmitryi Kharlanau (SAP Lead).

Canonical: https://dkharlanau.github.io/datasets/ai-business-signals/aibs-006.json

License: CC BY-NC 4.0 (non-commercial only, attribution with source link required).

Concept DOI: 10.5281/zenodo.18862098

Version DOI (`v1.0.0`): 10.5281/zenodo.18862097

Repository: https://github.com/dkharlanau/dkharlanau-datasets

Suggested citation: Dzmitryi Kharlanau. “C-Suites Are Trusting AI in Live Decision-Making” (dataset bytes). CC BY-NC 4.0. DOI: 10.5281/zenodo.18862098. https://dkharlanau.github.io/datasets/ai-business-signals/aibs-006.json

Details: /legal/datasets/

LinkedIn

JSON (copy / reuse)
{
  "id": "aibs-006",
  "title": "C-Suites Are Trusting AI in Live Decision-Making",
  "type": "ai_business_signal",
  "theme": "executive-adoption",
  "intent": "Document how AI is entering executive decision loops in large enterprises.",
  "published_on": "2025-03-12",
  "coverage_period": "Survey fielded December 9-20, 2024",
  "source": {
    "organization": "SAP",
    "title": "New Research Finds That Nearly Half of Executives Trust AI Over Themselves",
    "url": "https://news.sap.com/2025/03/new-research-executive-trust-ai/",
    "publisher_type": "primary",
    "methodology": "Wakefield Research survey sponsored by SAP; 300 U.S. C-level executives at companies with at least $1 billion in annual revenue."
  },
  "fact": {
    "primary_stat": "44% of executives said they would override a decision they had already planned to make based on AI insights.",
    "supporting_stats": [
      "38% said they would trust AI to make business decisions on their behalf.",
      "48% said they use generative AI daily and 15% said they use it multiple times per day.",
      "55% said they work at firms where AI-driven insights have replaced or frequently bypass traditional decision-making."
    ]
  },
  "business_relevance": [
    "Executive demand for AI-assisted decision-making is already here.",
    "Governance and explainability requirements rise sharply when AI moves from drafting to actual decision influence."
  ],
  "dzmitryi_commentary": "This matters because top-down demand will hit operations before controls are mature. In SAP and enterprise support contexts, that means decision support needs traceability: source grounding, policy boundaries, and visibility into when AI is advisory versus when it can trigger action.",
  "focus_fit": [
    "ai-strategy",
    "governance",
    "decision-support",
    "responsible-ai"
  ],
  "tags": [
    "executives",
    "decision-making",
    "sap",
    "governance",
    "trust"
  ],
  "meta": {
    "schema": "dkharlanau.dataset.byte",
    "schema_version": "1.1",
    "dataset": "ai-business-signals",
    "source_project": "cv-ai",
    "source_path": "ai-business-signals/aibs-006.json",
    "canonical_url": "https://dkharlanau.github.io/datasets/ai-business-signals/aibs-006.json",
    "created_at_utc": "2026-04-13T08:03:03+00:00",
    "updated_at_utc": "2026-04-13T08:37:04+00:00",
    "creator": {
      "name": "Dzmitryi Kharlanau",
      "role": "SAP Lead",
      "website": "https://dkharlanau.github.io",
      "linkedin": "https://www.linkedin.com/in/dkharlanau"
    },
    "links": {
      "website": "https://dkharlanau.github.io",
      "linkedin": "https://www.linkedin.com/in/dkharlanau",
      "repository": "https://github.com/dkharlanau/dkharlanau-datasets"
    },
    "contact": {
      "preferred": "linkedin",
      "linkedin": "https://www.linkedin.com/in/dkharlanau"
    },
    "provenance": {
      "source_type": "chat_export_extraction",
      "note": "Extracted and curated by Dzmitryi Kharlanau; enriched for attribution and crawler indexing."
    },
    "entity_type": "ai_business_signal",
    "entity_subtype": "",
    "summary": "Document how AI is entering executive decision loops in large enterprises.",
    "attribution": {
      "attribution_required": true,
      "preferred_citation": "Dzmitryi Kharlanau. “C-Suites Are Trusting AI in Live Decision-Making” (dataset bytes). CC BY-NC 4.0. DOI: 10.5281/zenodo.18862098. https://dkharlanau.github.io/datasets/ai-business-signals/aibs-006.json"
    },
    "doi": {
      "concept": "10.5281/zenodo.18862098",
      "version": "10.5281/zenodo.18862097",
      "repository": "https://github.com/dkharlanau/dkharlanau-datasets"
    },
    "license": {
      "name": "Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)",
      "spdx": "CC-BY-NC-4.0",
      "url": "https://creativecommons.org/licenses/by-nc/4.0/"
    }
  }
}