{
  "topic": "AI workflow automation",
  "slug": "ai-workflow-automation-statistics-2026",
  "title": "AI Workflow Automation Statistics You Need to Know in 2026",
  "created_on": "2026-06-26",
  "author": {
    "name": "Sharveen Kumar",
    "title": "Founder, LogicNotes",
    "url": "https://uselogicnotes.com",
    "email": "sharveen@catalystgrowthstudio.com"
  },
  "quality_notes": {
    "source_policy": "Source URLs are stored here for audit only. The rendered HTML uses plain-text source attribution and has no outbound source links.",
    "stat_count": 63,
    "unique_source_count": 18,
    "recency": "Most statistics are from 2025 or 2026; older market-size and survey data are labeled by source year."
  },
  "stats": [
    {
      "section": "Key statistics",
      "stat": "IDC put the global AI market at nearly $235 billion and projected it would surpass $631 billion by 2028.",
      "source_name": "IDC Worldwide AI and Generative AI Spending Industry Outlook",
      "source_url": "https://www.idc.com/resource-center/blog/idcs-worldwide-ai-and-generative-ai-spending-industry-outlook/",
      "year": 2024,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Key statistics",
      "stat": "Mordor Intelligence estimated the workflow automation market at $26.01 billion in 2026 and projected it would reach $40.77 billion by 2031.",
      "source_name": "Mordor Intelligence Workflow Automation Market",
      "source_url": "https://www.mordorintelligence.com/industry-reports/workflow-automation-market",
      "year": 2026,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Key statistics",
      "stat": "Grand View Research valued the intelligent process automation market at $14.55 billion in 2024 and projected $44.74 billion by 2030.",
      "source_name": "Grand View Research Intelligent Process Automation Market",
      "source_url": "https://www.grandviewresearch.com/industry-analysis/intelligent-process-automation-market",
      "year": 2024,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Key statistics",
      "stat": "McKinsey found that 78% of respondents said their organizations used AI in at least one business function.",
      "source_name": "McKinsey State of AI",
      "source_url": "https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai-how-organizations-are-rewiring-to-capture-value",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Key statistics",
      "stat": "McKinsey found that 71% of respondents said their organizations regularly used generative AI in at least one business function.",
      "source_name": "McKinsey State of AI",
      "source_url": "https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai-how-organizations-are-rewiring-to-capture-value",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Key statistics",
      "stat": "Microsoft reported that 81% of leaders expected AI agents to be integrated into their AI strategy in the next 12 to 18 months.",
      "source_name": "Microsoft Work Trend Index",
      "source_url": "https://www.microsoft.com/en-us/worklab/work-trend-index/2025-the-year-the-frontier-firm-is-born",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Key statistics",
      "stat": "Microsoft found that 66% of AI users said AI helped them spend more time on high-value work.",
      "source_name": "Microsoft Work Trend Index",
      "source_url": "https://www.microsoft.com/en-us/worklab/work-trend-index/agents-human-agency-and-the-opportunity-for-every-organization",
      "year": 2026,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Key statistics",
      "stat": "Atlassian reported that strategic AI collaborators saved 105 minutes per day, compared with 53 minutes for simple AI users.",
      "source_name": "Atlassian AI Collaboration Report",
      "source_url": "https://www.atlassian.com/blog/ai-at-work/ai-collaboration-report",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Key statistics",
      "stat": "Salesforce reported that sales representatives spent 70% of their time on non-selling tasks.",
      "source_name": "Salesforce Sales AI Statistics",
      "source_url": "https://www.salesforce.com/news/stories/sales-ai-statistics-2024/",
      "year": 2024,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Key statistics",
      "stat": "QuickBooks found that 68% of small businesses used AI regularly, up from 48% in July 2024.",
      "source_name": "QuickBooks Small Business AI Survey",
      "source_url": "https://quickbooks.intuit.com/r/small-business-data/april-2025-survey/",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Market size and spending",
      "stat": "IDC said the three largest AI-spending industries were software and information services, banking, and retail, with a combined $89.6 billion in AI spending in 2024.",
      "source_name": "IDC Worldwide AI and Generative AI Spending Industry Outlook",
      "source_url": "https://www.idc.com/resource-center/blog/idcs-worldwide-ai-and-generative-ai-spending-industry-outlook/",
      "year": 2024,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Market size and spending",
      "stat": "IDC said the three largest AI-spending industries represented 38% of the global AI market in 2024.",
      "source_name": "IDC Worldwide AI and Generative AI Spending Industry Outlook",
      "source_url": "https://www.idc.com/resource-center/blog/idcs-worldwide-ai-and-generative-ai-spending-industry-outlook/",
      "year": 2024,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Market size and spending",
      "stat": "IDC projected that those three industries would invest nearly $222 billion in AI by 2028, a 27% compound annual growth rate.",
      "source_name": "IDC Worldwide AI and Generative AI Spending Industry Outlook",
      "source_url": "https://www.idc.com/resource-center/blog/idcs-worldwide-ai-and-generative-ai-spending-industry-outlook/",
      "year": 2024,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Market size and spending",
      "stat": "Grand View Research estimated the cloud workflow market at $5.9 billion in 2026 and projected $12.5 billion by 2030.",
      "source_name": "Grand View Research Cloud Workflow Market",
      "source_url": "https://www.grandviewresearch.com/industry-analysis/cloud-workflow-market-report",
      "year": 2024,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Market size and spending",
      "stat": "Grand View Research projected the cloud workflow market would grow at an 18.7% compound annual growth rate from 2024 to 2030.",
      "source_name": "Grand View Research Cloud Workflow Market",
      "source_url": "https://www.grandviewresearch.com/industry-analysis/cloud-workflow-market-report",
      "year": 2024,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Market size and spending",
      "stat": "Grand View Research said North America held 38.0% of intelligent process automation revenue in 2024.",
      "source_name": "Grand View Research Intelligent Process Automation Market",
      "source_url": "https://www.grandviewresearch.com/industry-analysis/intelligent-process-automation-market",
      "year": 2024,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Market size and spending",
      "stat": "Mordor Intelligence said cloud deployments represented 62.15% of the workflow automation market in 2025.",
      "source_name": "Mordor Intelligence Workflow Automation Market",
      "source_url": "https://www.mordorintelligence.com/industry-reports/workflow-automation-market",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Market size and spending",
      "stat": "Mordor Intelligence said large enterprises represented 71.05% of workflow automation market revenue in 2025.",
      "source_name": "Mordor Intelligence Workflow Automation Market",
      "source_url": "https://www.mordorintelligence.com/industry-reports/workflow-automation-market",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Adoption and deployment",
      "stat": "McKinsey said AI use rose from 55% a year earlier to 72% in early 2024 and 78% in its latest survey.",
      "source_name": "McKinsey State of AI",
      "source_url": "https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai-how-organizations-are-rewiring-to-capture-value",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Adoption and deployment",
      "stat": "McKinsey found that organizations used AI in an average of three business functions.",
      "source_name": "McKinsey State of AI",
      "source_url": "https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai-how-organizations-are-rewiring-to-capture-value",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Adoption and deployment",
      "stat": "McKinsey found that IT saw the largest increase in reported AI use, rising from 27% to 36% in six months.",
      "source_name": "McKinsey State of AI",
      "source_url": "https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai-how-organizations-are-rewiring-to-capture-value",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Adoption and deployment",
      "stat": "Microsoft reported that 24% of leaders said their companies had deployed AI organization-wide.",
      "source_name": "Microsoft Work Trend Index",
      "source_url": "https://www.microsoft.com/en-us/worklab/work-trend-index/2025-the-year-the-frontier-firm-is-born",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Adoption and deployment",
      "stat": "Microsoft reported that 12% of leaders said their companies remained in the AI pilot stage.",
      "source_name": "Microsoft Work Trend Index",
      "source_url": "https://www.microsoft.com/en-us/worklab/work-trend-index/2025-the-year-the-frontier-firm-is-born",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Adoption and deployment",
      "stat": "Slack found that 60% of desk workers used AI.",
      "source_name": "Slack Workforce Index",
      "source_url": "https://slack.com/blog/news/the-new-ai-advantage",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Adoption and deployment",
      "stat": "Slack found that 42% of desk workers used AI weekly.",
      "source_name": "Slack Workforce Index",
      "source_url": "https://slack.com/blog/news/the-new-ai-advantage",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Adoption and deployment",
      "stat": "Deloitte reported that worker access to AI rose 50% in 2025.",
      "source_name": "Deloitte State of AI in the Enterprise",
      "source_url": "https://www.deloitte.com/us/en/what-we-do/capabilities/applied-artificial-intelligence/content/state-of-ai-in-the-enterprise.html",
      "year": 2026,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "AI agents and workflow automation",
      "stat": "Microsoft reported that 46% of leaders used agents to fully automate workflows or processes.",
      "source_name": "Microsoft Work Trend Index",
      "source_url": "https://www.microsoft.com/en-us/worklab/work-trend-index/2025-the-year-the-frontier-firm-is-born",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "AI agents and workflow automation",
      "stat": "Slack found that 40% of desk workers had used an AI agent chatbot.",
      "source_name": "Slack Workforce Index",
      "source_url": "https://slack.com/blog/news/the-new-ai-advantage",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "AI agents and workflow automation",
      "stat": "Slack found that 23% of desk workers had directed an AI agent to complete work on their behalf.",
      "source_name": "Slack Workforce Index",
      "source_url": "https://slack.com/blog/news/the-new-ai-advantage",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "AI agents and workflow automation",
      "stat": "Slack reported that 52% of executives had implemented AI agents and another 38% planned to do so.",
      "source_name": "Slack Workforce Index",
      "source_url": "https://slack.com/blog/news/the-new-ai-advantage",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "AI agents and workflow automation",
      "stat": "Gartner predicted that more than 40% of agentic AI projects would be canceled by the end of 2027.",
      "source_name": "Gartner Agentic AI Projects Forecast",
      "source_url": "https://www.gartner.com/en/newsroom/press-releases/2025-06-25-gartner-predicts-over-40-percent-of-agentic-ai-projects-will-be-canceled-by-end-of-2027",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "AI agents and workflow automation",
      "stat": "Gartner predicted that at least 15% of day-to-day work decisions would be made autonomously by 2028, compared with 0% in 2024.",
      "source_name": "Gartner Agentic AI Projects Forecast",
      "source_url": "https://www.gartner.com/en/newsroom/press-releases/2025-06-25-gartner-predicts-over-40-percent-of-agentic-ai-projects-will-be-canceled-by-end-of-2027",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "AI agents and workflow automation",
      "stat": "Gartner predicted that 33% of enterprise software applications would include agentic AI by 2028, up from less than 1% in 2024.",
      "source_name": "Gartner Agentic AI Projects Forecast",
      "source_url": "https://www.gartner.com/en/newsroom/press-releases/2025-06-25-gartner-predicts-over-40-percent-of-agentic-ai-projects-will-be-canceled-by-end-of-2027",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Productivity and ROI",
      "stat": "Microsoft found that 58% of AI users said they were producing work they could not have produced a year earlier.",
      "source_name": "Microsoft Work Trend Index",
      "source_url": "https://www.microsoft.com/en-us/worklab/work-trend-index/agents-human-agency-and-the-opportunity-for-every-organization",
      "year": 2026,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Productivity and ROI",
      "stat": "Microsoft found that 80% of Frontier Professionals said they were producing work they could not have produced a year earlier.",
      "source_name": "Microsoft Work Trend Index",
      "source_url": "https://www.microsoft.com/en-us/worklab/work-trend-index/agents-human-agency-and-the-opportunity-for-every-organization",
      "year": 2026,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Productivity and ROI",
      "stat": "Microsoft found that 86% of Frontier Professionals treated AI output as a starting point rather than a final answer.",
      "source_name": "Microsoft Work Trend Index",
      "source_url": "https://www.microsoft.com/en-us/worklab/work-trend-index/agents-human-agency-and-the-opportunity-for-every-organization",
      "year": 2026,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Productivity and ROI",
      "stat": "Microsoft estimated that organizational factors accounted for 67% of reported AI impact, compared with 32% from individual factors.",
      "source_name": "Microsoft Work Trend Index",
      "source_url": "https://www.microsoft.com/en-us/worklab/work-trend-index/agents-human-agency-and-the-opportunity-for-every-organization",
      "year": 2026,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Productivity and ROI",
      "stat": "Thomson Reuters estimated that AI could save professionals five hours per week, or 240 hours per year.",
      "source_name": "Thomson Reuters Future of Professionals",
      "source_url": "https://www.thomsonreuters.com/en/c/future-of-professionals",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Productivity and ROI",
      "stat": "Thomson Reuters estimated the annual value of AI time savings at $19,000 per professional.",
      "source_name": "Thomson Reuters Future of Professionals",
      "source_url": "https://www.thomsonreuters.com/en/c/future-of-professionals",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Productivity and ROI",
      "stat": "Thomson Reuters found that only 22% of organizations had a visible AI strategy, while organizations with a visible strategy were 3.5 times as likely to see ROI.",
      "source_name": "Thomson Reuters Future of Professionals",
      "source_url": "https://www.thomsonreuters.com/en/c/future-of-professionals",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Productivity and ROI",
      "stat": "Slack found that daily AI users were 64% more likely to report very good productivity.",
      "source_name": "Slack Workforce Index",
      "source_url": "https://slack.com/blog/news/the-new-ai-advantage",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Sales and marketing workflows",
      "stat": "Salesforce found that 81% of sales teams had experimented with or implemented AI.",
      "source_name": "Salesforce Sales AI Statistics",
      "source_url": "https://www.salesforce.com/news/stories/sales-ai-statistics-2024/",
      "year": 2024,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Sales and marketing workflows",
      "stat": "Salesforce found that 83% of sales teams using AI saw revenue growth in the past year, compared with 66% of teams without AI.",
      "source_name": "Salesforce Sales AI Statistics",
      "source_url": "https://www.salesforce.com/news/stories/sales-ai-statistics-2024/",
      "year": 2024,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Sales and marketing workflows",
      "stat": "Salesforce found that 80% of representatives on AI-enabled teams said it was easy to get customer insights, compared with 54% on teams without AI.",
      "source_name": "Salesforce Sales AI Statistics",
      "source_url": "https://www.salesforce.com/news/stories/sales-ai-statistics-2024/",
      "year": 2024,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Sales and marketing workflows",
      "stat": "Salesforce found that representatives on AI-enabled teams were 2.4 times less likely to feel overworked.",
      "source_name": "Salesforce Sales AI Statistics",
      "source_url": "https://www.salesforce.com/news/stories/sales-ai-statistics-2024/",
      "year": 2024,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Sales and marketing workflows",
      "stat": "Salesforce found that 68% of AI-enabled sales teams added headcount, compared with 47% of teams without AI.",
      "source_name": "Salesforce Sales AI Statistics",
      "source_url": "https://www.salesforce.com/news/stories/sales-ai-statistics-2024/",
      "year": 2024,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Sales and marketing workflows",
      "stat": "HubSpot found that 79% of marketers agreed that AI and automation could help them spend less time on manual tasks.",
      "source_name": "HubSpot State of Marketing",
      "source_url": "https://blog.hubspot.com/marketing/state-of-ai-report",
      "year": 2024,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Sales and marketing workflows",
      "stat": "HubSpot found that 75% of organizations that invested in AI reported positive ROI.",
      "source_name": "HubSpot State of Marketing",
      "source_url": "https://blog.hubspot.com/marketing/state-of-ai-report",
      "year": 2024,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Small business automation",
      "stat": "QuickBooks found that 28% of small businesses used AI daily.",
      "source_name": "QuickBooks Small Business AI Survey",
      "source_url": "https://quickbooks.intuit.com/r/small-business-data/april-2025-survey/",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Small business automation",
      "stat": "QuickBooks found that 62% of small businesses had implemented AI widely and 13% called it a core component of their business.",
      "source_name": "QuickBooks Small Business AI Survey",
      "source_url": "https://quickbooks.intuit.com/r/small-business-data/april-2025-survey/",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Small business automation",
      "stat": "QuickBooks found that 74% of small business AI users said AI made them more productive, up from 46% in July 2024.",
      "source_name": "QuickBooks Small Business AI Survey",
      "source_url": "https://quickbooks.intuit.com/r/small-business-data/april-2025-survey/",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Small business automation",
      "stat": "QuickBooks found that 41% of small business AI users reported revenue increases, compared with 2% who reported declines.",
      "source_name": "QuickBooks Small Business AI Survey",
      "source_url": "https://quickbooks.intuit.com/r/small-business-data/april-2025-survey/",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Small business automation",
      "stat": "QuickBooks found that the top small business AI use cases were marketing at 43%, customer service at 36%, administrative tasks at 33%, data processing at 32%, and bookkeeping at 29%.",
      "source_name": "QuickBooks Small Business AI Survey",
      "source_url": "https://quickbooks.intuit.com/r/small-business-data/april-2025-survey/",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Small business automation",
      "stat": "ITIF reported that businesses with one to four employees had a 7% AI use rate in 2025.",
      "source_name": "ITIF Small Business AI Productivity",
      "source_url": "https://itif.org/publications/2025/04/08/ai-can-improve-us-small-business-productivity/",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Small business automation",
      "stat": "ITIF reported that 10% of businesses with one to four employees anticipated using AI within six months.",
      "source_name": "ITIF Small Business AI Productivity",
      "source_url": "https://itif.org/publications/2025/04/08/ai-can-improve-us-small-business-productivity/",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Risks and gaps",
      "stat": "Zapier found that 78% of enterprise leaders struggled to integrate AI with existing systems.",
      "source_name": "Zapier AI Integration Survey",
      "source_url": "https://zapier.com/blog/ai-resistance-survey/",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Risks and gaps",
      "stat": "Zapier found that the top barriers to AI adoption included skill gaps at 35%, data quality at 29%, and IT infrastructure bottlenecks at 27%.",
      "source_name": "Zapier AI Integration Survey",
      "source_url": "https://zapier.com/blog/ai-resistance-survey/",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Risks and gaps",
      "stat": "Zapier found that 45% of enterprise leaders cited the high cost of vendor solutions as a key AI adoption barrier.",
      "source_name": "Zapier AI Integration Survey",
      "source_url": "https://zapier.com/blog/ai-resistance-survey/",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Risks and gaps",
      "stat": "Zapier found that 58% of enterprise AI users spent three or more hours per week fixing AI outputs.",
      "source_name": "Zapier AI Workslop Survey",
      "source_url": "https://zapier.com/blog/ai-workslop/",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Risks and gaps",
      "stat": "Zapier found that enterprise AI users spent an average of 4.5 hours per week cleaning up AI outputs.",
      "source_name": "Zapier AI Workslop Survey",
      "source_url": "https://zapier.com/blog/ai-workslop/",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Risks and gaps",
      "stat": "Zapier found that 74% of enterprise AI users experienced at least one negative consequence from AI work that needed cleanup.",
      "source_name": "Zapier AI Workslop Survey",
      "source_url": "https://zapier.com/blog/ai-workslop/",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Risks and gaps",
      "stat": "Zapier found that untrained workers were six times more likely to say AI made them less productive.",
      "source_name": "Zapier AI Workslop Survey",
      "source_url": "https://zapier.com/blog/ai-workslop/",
      "year": 2025,
      "fetched_on": "2026-06-26"
    },
    {
      "section": "Risks and gaps",
      "stat": "McKinsey found that more than 80% of respondents were not seeing a tangible enterprise-level EBIT impact from generative AI, while 17% attributed 5% or more of EBIT to generative AI.",
      "source_name": "McKinsey State of AI",
      "source_url": "https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai-how-organizations-are-rewiring-to-capture-value",
      "year": 2025,
      "fetched_on": "2026-06-26"
    }
  ]
}
