From pilot to production: scaling generative AI in the enterprise
Generative AI pilots are easy to start and hard to scale. Five decisions separate the programs that reach production from those that stall.
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Practical perspectives on AI, data, cloud, governance and technology talent from the teams who deliver it.
Generative AI pilots are easy to start and hard to scale. Five decisions separate the programs that reach production from those that stall.
Many organizations have more dashboards than ever and still struggle to make data-driven decisions. Adoption is a design and leadership challenge, not a tooling problem.
AI ambitions often collide with fragmented, poorly governed data. You do not need a perfect data estate to start — but you do need the right foundations for each use case.
AI agents that can call tools and act on systems introduce security risks that traditional application controls do not fully address. A practical guide to the threats and the safeguards that keep agents useful and safe.
Regulation and stakeholder expectations around AI are rising. This guide sets out the core building blocks of a governance program that enables innovation rather than blocking it.
The EU AI Act can apply to organizations outside Europe that build, sell or use AI affecting people in the EU. A practical guide to the steps global companies can take now, whatever their starting point.
AI agents can plan, use tools and complete multi-step tasks. The opportunity is real — but so is the need for clear boundaries, evaluation and human oversight.
AI workloads introduce new and less predictable cost drivers, from accelerator capacity to per-token model pricing. A playbook for applying FinOps disciplines so AI spending scales with value, not just usage.
Moving a legacy warehouse to the cloud is a chance to fix long-standing problems — or to move them somewhere more expensive. A practical playbook for getting it right.
Demand for AI and data skills is volatile and hard to forecast. A blended talent model gives you speed, flexibility and long-term capability at the same time.
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