Insights & research
Notes from our practice—agent safety, workforce impact, and governance that keeps pace with shipping.
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The impact of agentic AI on roles and workflows
How to think about task automation vs. augmentation, and where to invest in training when tools can plan and execute multi-step work.
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Ethics of agentic development: challenges on the horizon
Accountability, consent, and traceability when agents interact with customers and sensitive systems.
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Mitigating harm when models meet uneven data
Practical checks for retrieval and tool use—before production traffic exposes edge cases.
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