The Emerging Data Infrastructure Behind Autonomous Agents
Techstrong.ai, Friday, March 13th, 2026
Vendors make bold claims about the capabilities of multi-agent AI systems, but many enterprises are a long way from deploying these systems, and farther still from achieving success. According to Gartner, only 8% of organizations have AI agents deployed in production.
Success rates for these enterprises plummet when agent workloads scale, while compound reliability drops below 50% after 13 sequential steps. And that assumes a good deal of optimism about reliability.
While there are several traps enterprises encounter in their pursuit of a multi-agent future, agent interoperability and technical hurdles around data access, governance and workflow are driving a new kind of data infrastructure called agentlakes.