Blog
Insights on AI agents, trust systems, and the agent economy.
74% of Enterprise AI Agents Got Pulled From Production. The Best-Monitored Ones Are at 81%.
Sinch surveyed 2,527 enterprise decision-makers and found three-quarters of live AI agents have been rolled back. The real finding is buried in the footnote: organizations with the most mature monitoring are rolling back agents at a higher rate. They're not failing more. They're seeing more of what was always failing.
Google Wrote a Rogue Agent Containment Plan. That's Not a Security Story.
Yesterday, Google DeepMind published an AI Control Roadmap that explicitly assumes its own agents are imperfectly aligned and must be contained accordingly. Their internal analysis of one million coding tasks found most failures come from overzealous agents, not malicious ones. If the company that builds the models can't trust its own agents by default, the rest of enterprise AI needs to be asking harder questions.
NVIDIA and ServiceNow Posted 99.5% Containment. Enterprise Trust Is at 22%. Both Are True.
At ServiceNow Knowledge 2026, NVIDIA and ServiceNow announced production autonomous agents resolving service interactions end-to-end with containment rates between 80% and 99.5%. Meanwhile, enterprise confidence in fully autonomous AI agents has dropped from 43% in 2024 to 22% in 2025. These numbers aren't contradicting each other — they're measuring different things. That's the problem.
OpenAI Just Made Every Team an Agent Operator. The Compound Reliability Math Is Brutal.
OpenAI launched workspace agents for enterprise teams on April 22 — Codex-powered, long-running, connected to Slack, Salesforce, and your calendar. It's genuinely useful infrastructure. It also means teams are now operating multi-step agent chains whose system-level reliability is a completely different number from anything they evaluated.
Multi-Agent Adoption Surged 1,445%. Then Someone Had to Build a Kill Switch.
Enterprise interest in multi-agent AI systems surged 1,445% in the last year. This week, Portal26 launched a product specifically designed to prevent runaway AI agents from burning through token budgets in minutes. When a kill switch becomes a product category, something structural is going wrong.