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Ideas, insights and perspectives.
Thought leadership on intelligent systems, emerging technology and the people and organisations behind progress.
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The Orchestrator Gap—and Why It's Larger Than the Model Gap
Most enterprise AI deployments don't survive year two—not because models are bad, but because organizations lack orchestration frameworks that manage multi-agent loops, observe behavior, and enforce guardrails.
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What OpenAI's Tomoro acquisition means for UK businesses
OpenAI has agreed to acquire Tomoro as part of its new Deployment Company. For UK businesses, the signal is clear: enterprise AI value is moving from model access to workflow deployment, data readiness, governance and adoption.
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MLOps Maturity: From Manual Scripts to Automated ML Pipelines
A practical self-assessment framework for understanding where your organization sits on the MLOps maturity spectrum—and what it takes to advance.
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