Cisco Turns AI Agent Costs Into an Operations Metric
Splunk’s new Tokenomics and on-premises AI stack signal that agent spending, behavior and infrastructure are becoming core enterprise operations.
Business, technology and what comes next.
NextNow / Contributor
Reporting and analysis
Splunk’s new Tokenomics and on-premises AI stack signal that agent spending, behavior and infrastructure are becoming core enterprise operations.
Salesforce’s first CRM reasoning model turns decades of workflow knowledge into a controlled alternative to general-purpose frontier AI.
The agreement with national and New York teachers unions moves AI governance from voluntary principles into school contracts that buyers can audit and enforce.
The draft rules make shutdown, legibility and bounded autonomy design requirements, turning abstract AI-safety promises into a procurement test.
The Oracle founder’s reversal removes one uncertainty but leaves the company’s enormous AI infrastructure execution test unchanged.
The former OpenAI and Instacart executive brings product, marketplace and public-company experience as the AI infrastructure race shifts toward operating discipline.
AI can help more people complete difficult applications and complaints, but it also exposes how much service capacity depended on abandonment and administrative friction.
Cymphony’s funding points to a larger enterprise shift: autonomous software needs identifiable owners, bounded permissions and auditable actions.
Salesforce is assembling data, security, agent orchestration and model choice into a common architecture designed to govern AI across multiple enterprise systems.
A new executive order links permits for large data centers to clean-energy supply, community agreements and protections against shifting costs to ratepayers.