Eye On A.I. #300 Fred Laluyaux: How Decision Intelligence & AI Agents Are Redefining Enterprise Operations
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Nov 13, 2025 Fred Laluyaux, CEO and co-founder of Aera Technology, dives into the transformative power of Decision Intelligence (DI) and AI agents in modern enterprises. He highlights how organizations are shifting from traditional methods to systems that autonomously sense, decide, and act. Laluyaux discusses the core components of a Decision Intelligence stack, the importance of decision memory, and the metrics that matter for measuring impact. He also touches on the challenges of adoption and building trust in data, positioning DI as the backbone of self-driving businesses.
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Decision Intelligence Reframes Enterprise Decisions
- Decision intelligence digitizes, automates, and augments everyday enterprise decisions across the value chain.
- It shifts from humans-supported-by-machines to machines-making-and-executing-decisions guided by people.
Build Four Layers Before Trusting Automation
- Build four core layers: data, intelligence (reasoning + calculation), automation, and engagement.
- Ensure each layer integrates AI (including agents) but also deterministic math and execution into systems of record.
Decision Data Model Is The Memory Backbone
- A decision data model normalizes structured and unstructured sources and stores metrics plus decision memory.
- Real-time indexing plus write-back to transactional systems enables traceability and action.