{
  "id": 13091127,
  "title": "SAP says enterprise context is key to predictive AI operations",
  "url": "https://urgent.news/2026/10/09/sap-says-enterprise-context-is-key-to-predictive-ai-operations",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-09T09:55:00.000Z",
  "source": {
    "name": "ITWeb",
    "slug": "itweb",
    "url": "https://www.itweb.co.za/article/sap-says-enterprise-context-is-key-to-predictive-ai-operations/WnpNgM21V1b7VrGd"
  },
  "original_language": "en",
  "account": "SAP asserts that incorporating enterprise context is crucial for generating predictive AI operations, as opposed to reactive ones. Emmanuel Raptopoulos, SAP's global president of customer success for various regions, explained this during an interview following the SAP Connect 2026 event in Las Vegas. He emphasized that organizations must combine intelligence with their business context to make meaningful decisions from the information stored in their systems, thereby transitioning from reactive to predictive operations. Raptopoulos noted that this approach requires more than just data; it also includes understanding how a company functions, makes decisions, and utilizes its transactional systems. In Africa, he sees potential for leveraging emerging technologies to bypass certain stages of traditional technological development. However, he stresses the importance of implementing robust guardrails and upholding human judgment, as AI agents may behave unpredictably even when rules and controls are in place. Raptopoulos highlighted the need for stringent governance, security measures, and clear accountability to manage autonomous systems safely. He also pointed out that cybersecurity is evolving alongside AI capabilities, emphasizing the necessity of both internal and external defenses to safeguard systems. Dr Pierre le Roux, MD of digital consultancy MOYO, posited that AI is transitioning from a tool that provides answers to a system that can perform tasks autonomously. This shift could present significant governance challenges as businesses move from generative AI and AI-assisted decision-making to fully autonomous AI agents capable of accessing systems, initiating transactions, and affecting business processes. Le Roux warned that, in the absence of proper governance, autonomous AI agents might be demoted or decommissioned. He underscored the importance of defining clear boundaries and accountability for AI actions, as the organization that created the AI agent remains ultimately responsible for its behavior.",
  "summary": "SAP's customer success chief says governance and enterprise context will shape how organisations adopt agentic AI.",
  "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."
}