FEATURE
BUILDING AN AGENTIC ENTERPRISE: WHY ARCHITECTURE – NOT MODELS – WILL DEFINE WHAT ACTUALLY WORKS
Derek Slager, Chief Technology Officer and Co-Founder, Amperity, says agentic AI is shifting enterprise AI from reactive systems to continuous decision-making – placing data architecture and connected systems at the centre of successful Digital Transformation initiatives.
AI is transforming the way businesses operate but many organisations still struggle to turn data into actionable decisions. Enterprise systems were built to process transactions, not to make decisions and most AI tools still operate in a requestresponse pattern.
Businesses have spent the past few years learning how to prompt large language models, fine-tune them and embed them into workflows. But these tools are unable to adapt in real time or drive continuous outcomes on their own. While many organisations have experimented with generative AI applications, few have yet succeeded in embedding intelligence deeply into operational processes.
The next major development in building an effective AI organisation is Agentic AI, where many smaller, specialised agents continuously monitor what’ s happening, reason and act accordingly. These systems distribute intelligence across multiple decision points, monitoring signals,
Derek Slager, Chief Technology Officer and Co-Founder, Amperity www. intelligentcio. com
INTELLIGENT CIO NORTH AMERICA
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