In reality, the most effective approach I’ve seen isn’t choosing between build or buy but understanding where each makes sense.
Most of these decisions were not made by people who understood the limits of the technology.
If you don’t know how to audit why an agentic system is failing, you can’t lead the product.
Boards and audit committees now expect defensible, evidence-based insight into emerging risks and assurance gaps, not retrospective summaries.
Portland-based boutique earphone manufacturer Campfire Audio has announced the launch of Chimera, a nine-driever design using a diverse range of audio technologies.
If the risk lives in permissions, memory, tools and what agents decide to do on their own, security must be part of how the thing gets built.
Organizations that successfully operationalize this model can move faster while maintaining control and reduce risk without disrupting operations.
AI is creating software code faster than ever, and it is increasingly testing that code, too.
What the organizations that get the most from automation have in common is that they start with one problem, not everything at once.
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