… If the fundraise is any indication, there’s a lot of pent-up demand for such products. “It was probably the fastest fundraising I’ve done in my life,” Aroomoogan says, crediting Andressen Horowitz for helping structure the seed round. “We closed within three weeks, and we will be oversubscribed by … …
… Deploying AI inside large organizations introduces a different set of challenges altogether: governance, compliance, security, operational reliability, and long-term integration. In many ways, the industry is now confronting the realities of moving AI from experimentation to production at scale. …
… Topics Agent Control Specification , AI , AI agents , AI governance , Microsoft When you purchase through links in our articles, we may earn a small commission . …
… Governance complexity. Workflow disruption. Infrastructure strain. Compliance exposure. Organizational trust. An AI product can perform exceptionally well in a controlled environment and still fail commercially if its deployment creates instability within the business. …
… Critics might claim this approach restrains innovation. Supporters argue Europe is attempting to lead with governance. Those debates will loom large at VivaTech 2026 , which has become a showcase for Europe’s broader AI ambitions. …
… It also offers observability and governance tools to help customers ensure their AI agents are behaving as intended. …