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Scaling intelligent automation without breaking live workflows

agentic ai, agents, ai, AI (Artificial Intelligence), AI and Us, AI Business Strategy, Artificial Intelligence, enterprise, Features, Finance AI, governance, Governance, Regulation & Policy, Inside AI, Intelligent Automation, Opinion, scaling, Service Industry AI, strategy, World of Work

Scaling intelligent automation without disruption demands a focus on architectural elasticity, not just deploying more bots. At the Intelligent Automation Conference, industry leaders gathered to dissect why many automation initiatives stall after pilot phases. Speaking alongside representatives from NatWest Group, Air Liquide, and AXA XL, Promise Akwaowo, Process Automation Analyst at Royal Mail, grounded the […]

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How separating logic and search boosts AI agent scalability

agentic ai, agents, ai, AI (Artificial Intelligence), Artificial Intelligence, Deep Dives, enterprise, Features, How It Works, Inside AI, scaling

Separating logic from inference improves AI agent scalability by decoupling core workflows from execution strategies. The transition from generative AI prototypes to production-grade agents introduces a specific engineering hurdle: reliability. LLMs are stochastic by nature. A prompt that works once may fail on the second attempt. To mitigate this, development teams often wrap core business

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