KPMG agent certification, Meta data-sharing discounts, and long-term AI IT cost projections

Tools and stories covered

1. 1. CIO Dive

   KPMG gets agentic tool certified for security, reliability as AI risks mount

   Summary

   KPMG has obtained a security and reliability certification for its software agent tool designed to operate autonomously. The certification targets rising operational and security risks as enterprises deploy AI systems that act without human intervention. An IT director or risk manager would review this certified framework when establishing controls for autonomous software.

   Why this matters

   For mid-sized companies deploying automated workflows, using third-party certified agent tools provides a structured benchmark for safety and internal risk compliance.

   Read the original on CIO Dive

2. 2. TechCrunch AI

   Meta is paying to peek at how you use their latest AI model

   Summary

   Meta is offering an average 95% discount on its Muse Spark model, which is designed to run coding and operational agents. To receive the reduced rate, businesses must allow Meta to access their prompts and model outputs to train future AI systems. An IT decision-maker or data privacy officer would evaluate this trade-off between software costs and corporate data control.

   Why this matters

   Mid-sized firms evaluating budget options must weigh the significant software savings against the legal and privacy risks of sharing operational prompts with an external vendor.

   Read the original on TechCrunch AI

3. 3. CIO Dive

   Even with careful investment, AI is set to boost IT costs

   Summary

   An analysis from Bain & Company projects that enterprise IT expenses could increase by up to 75% over the next decade due to AI adoption. The study identifies data infrastructure, cybersecurity demands, and specialized talent as the primary drivers of these rising expenses. Department heads and financial planners can use this research when projecting multi-year technology budgets.

   Why this matters

   Mid-sized businesses must budget for broad downstream infrastructure and security upgrades rather than calculating expense based solely on direct software license fees.

   Read the original on CIO Dive

4. 4. CIO Dive

   AWS pushes partners to rethink pricing for the AI era

   Summary

   Amazon Web Services is encouraging its software partners to move away from traditional software licensing in favor of pay-as-you-go and outcome-based pricing models for AI tools. These variable structures tie software costs directly to system usage or business metrics. IT procurement leads should expect changing contract structures during upcoming vendor renewals.

   Why this matters

   Procurement teams negotiating software contracts should prepare for flexible, usage-linked pricing models that require active monitoring to prevent cost overruns.

   Read the original on CIO Dive

5. 5. CIO Dive

   Fewer than 25% of enterprises have scaled AI successfully

   Summary

   Data from Gartner indicates that fewer than one in four enterprises have successfully expanded AI projects across their organizations. The study highlights that failure to define clear metrics for success or establish rules for shutting down underperforming projects keeps companies from scaling effectively. Operations managers can apply these findings when structuring pilot programs.

   Why this matters

   This provides necessary context showing that setting clear performance metrics and project stop criteria before launch is critical to avoiding stranded investments.

   Read the original on CIO Dive