{
  "slug": "ai-ready-company-fixes-handoffs-before-adding-ai",
  "title": "The AI-Ready Company Fixes the Handoffs Before Adding AI",
  "date": "2026-08-27",
  "featuredClaim": "Only 5% of firms have AI-ready processes—fix broken handoffs before adding AI, Deloitte finds.",
  "description": "This article examines how companies like PepsiCo, McDonald's, and Stripe prepare their business processes before implementing AI. It argues that fixing workflow inefficiencies and handoffs is critical before automation, using the \"two-week handoff test\" as a measure of process readiness.",
  "keyPoints": [
    "AI pilots fail when they inherit broken processes and undocumented workarounds rather than fixing them first",
    "The two-week handoff test determines readiness: if key processes can't run without one person, you're automating memory, not a process",
    "Only 5% of organizations piloting AI agents report highly prepared business processes according to Deloitte's survey",
    "Successful AI implementation requires clear ownership, decision boundaries between AI and humans, and managed company systems"
  ],
  "topics": [
    {
      "id": "strategy",
      "slug": "ai-strategy",
      "label": "AI Strategy",
      "description": "Strategic planning and implementation approaches for AI adoption"
    },
    {
      "id": "implementation",
      "slug": "ai-implementation",
      "label": "Implementation",
      "description": "Hands-on implementation techniques and frameworks"
    },
    {
      "id": "business",
      "slug": "ai-business-applications",
      "label": "Business Applications",
      "description": "Real-world business use cases and applications"
    }
  ],
  "claims": [
    "In Deloitte's August 2026 survey, only 5% of 501 leaders called business processes highly prepared for AI.",
    "The two-week handoff test reveals whether a process depends on one employee's undocumented knowledge.",
    "PepsiCo simulated expensive engineering decisions before committing physical capital to facility changes.",
    "McDonald's ended its IBM voice automation drive-through test without publishing final operating results.",
    "Stripe redesigned compliance reviews using AI evidence gathering while keeping humans responsible for final judgments."
  ],
  "claimTitles": [
    "Deloitte Readiness Statistic",
    "Two-Week Handoff Test",
    "PepsiCo's Simulation Strategy",
    "McDonald's Drive-Through Test",
    "Stripe's Compliance Redesign"
  ],
  "originalUrl": "https://aiadopters.club/p/the-ai-ready-company-fixes-the-handoffs",
  "quote": "You're not ready to automate the process. You're about to automate one person's memory and hope they never take a vacation.",
  "keyStatistics": [
    {
      "stat": "5%",
      "context": "Only 5% of 501 U.S. leaders piloting AI agents said their business processes were highly prepared, per Deloitte's August 2026 survey."
    },
    {
      "stat": "21%",
      "context": "Just 21% of surveyed organizations called their business processes prepared or highly prepared for AI agent deployment."
    },
    {
      "stat": "85%",
      "context": "McDonald's early accuracy figure of 85% for its IBM voice automation drive-through test did not reflect the final operating results."
    }
  ],
  "supportingContext": "The analysis draws on Deloitte's August 2026 survey of 501 U.S. business leaders actively piloting AI agents, combined with three real-world case studies from PepsiCo, McDonald's, and Stripe. The methodology centers on a practical diagnostic—the two-week handoff test—that CEOs can apply before funding further AI pilots, asking whether a process can survive the temporary absence of its most knowledgeable employee. Practitioners are encouraged to map where undocumented workarounds exist, define clear decision boundaries between AI and human judgment, and move critical work into managed systems rather than isolated experiments. The full case-study package includes timelines, evidence limits, and a 90-day pilot plan designed to operationalize these lessons across engineering, customer-facing, and compliance functions.",
  "canonicalUrl": "https://kbanc.com/claims-library/ai-ready-company-fixes-handoffs-before-adding-ai",
  "markdownUrl": "https://kbanc.com/md/claims-library/ai-ready-company-fixes-handoffs-before-adding-ai.md",
  "jsonUrl": "https://kbanc.com/api/claims/ai-ready-company-fixes-handoffs-before-adding-ai.json",
  "source": {
    "publisher": "AI Adopters Club",
    "title": "The AI-Ready Company Fixes the Handoffs Before Adding AI",
    "url": "https://aiadopters.club/p/the-ai-ready-company-fixes-the-handoffs"
  }
}