{
  "id": 9431136,
  "title": "The Transformation Edge: Why AI is forcing the CFO and CHRO to rewrite the enterprise together",
  "url": "https://urgent.news/2026/09/23/the-transformation-edge-why-ai-is-forcing-the-cfo-and-chro-to-rewrite",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-23T22:18:27.000Z",
  "source": {
    "name": "SiliconANGLE",
    "slug": "siliconangle",
    "url": "https://siliconangle.com/2026/09/23/workforce-economics-ai-csuite-ibm-ibmtransformationedgeseries/"
  },
  "original_language": "en",
  "account": "In the corporate world, traditional organizational structures have been disrupted by the emergence of artificial intelligence. Finance, human resources, information technology, and operations are now interwoven into a new discipline called \"workforce economics.\" This new model unites human talent, digital labor, technology investment, and productivity as an interconnected system, blurring the lines between finance and human capital management. The partnership between the chief financial officer and chief human resources officer has become a crucial operating model within the C-suite.\n\nAt IBM, this transformation is evident as Jim Kavanaugh, the company's CFO, and Nickle LaMoreaux, the CHRO, discuss the impact of AI on workforce economics. Five years ago, responsibilities were clearly divided between finance and HR. Today, technology has forced these departments to converge, requiring strategic decisions on hiring, reskilling, automating, building agents, purchasing technology, or partnering. Productivity gains must be directed towards margins, product development, growth, or workforce development.\n\nIBM's digital worker management across 4,000 agents in 450 active projects demonstrates how AI-driven workforce economics operates. The company's Client Zero strategy highlights that not every task requires an agent; sometimes, generative AI or traditional automation suffices. However, AI's true value lies in workflow-level transformation, where agents collaborate with human talent in areas such as procurement, finance, and HR. Only 26% of organizations clearly define human-led, AI-assisted, and AI-executed activities, but those that do report stronger quality and risk outcomes.\n\nIBM's transformation also showcases the financial implications of workforce economics. By redesigning its shared-services architecture into end-to-end intelligent workflows, IBM achieved 60% productivity, 75% cycle time velocity improvement, and 60% cash conversion cycle improvement. Additionally, IBM's annual run-rate productivity savings target of $5.5 billion by 2026 highlights the financial benefits of this new approach.\n\nAs AI continues to evolve, companies must recognize that workforce economics goes beyond cost reduction. It involves accounting for an employee's future capabilities, not just what they have delivered in the past. The challenge lies in fostering continuous learning and skill development to ensure employees remain valuable in an AI-driven world.",
  "summary": "There was a time when the org chart told you how the company worked. Finance managed capital. Human resources managed people. Information technology managed systems. Operations managed workflows. AI is blowing that model apart, creating a new discipline of “workforce economics,” where human talent, digital labor, technology investment and productivity increasingly have to be managed […] The post…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}