Privacy-Preserving Agents: What's Actually Possible (and What's Marketing)
Most "privacy-preserving" claims from agent vendors are aspirational, not architectural. The genuinely available techniques today fall into
Security, governance, and accountability for autonomous agents. · 55 articles
Most "privacy-preserving" claims from agent vendors are aspirational, not architectural. The genuinely available techniques today fall into
Agentic AI-as-a-Service forces a hard question that traditional software never had to answer well: how do you let a human grant an autonomou
Most of the agents running inside your business this year will be ones you rented, not ones you wrote. That changes the security question en
A regulatory sandbox lets an agentic AI provider run real workflows on real customers under a regulator's watch, with relaxed rules and tigh
Governing a fleet of autonomous agents by hand doesn't scale, by the time a human reviews a policy violation, the offending agent has alrea
Financial services is the hardest market on earth for an autonomous agent to operate in, and that's not an accident. Decades of post-crisis
Governance for agentic AI-as-a-service boils down to one stubborn question: when an autonomous agent wants to do something consequential, wh
National-security agencies have started treating autonomous agent platforms the way they once treated encryption and, later, cloud: as dual-
Role-based access control (RBAC) made sense when you had a few hundred employees and a slow-moving org chart. It struggles badly once you're
When an autonomous agent acts, several parties shape its behavior: the vendor who trained it, the platform that hosts it, the integrator who
Short answer: SOC 2 Type II is the table-stakes entry ticket for selling agentic AI as a service to mid-market and enterprise buyers, but it
Customer-facing AI agents are now a public attack surface. Anyone with a keyboard can probe your support bot, your booking agent, or your sa
Deploying an AI agent in healthcare is not the same as deploying a chatbot. The moment an autonomous agent touches protected health informat
Shadow agents are autonomous AI agents that employees spin up, buy, or wire into company systems without IT or security knowing. Unlike the
Agent security stopped being theoretical the moment companies started letting AI agents touch real systems: databases, payment rails, custom
A kill switch sounds like a single red button, but for autonomous agents it's actually a system: a way to interrupt a running agent, revoke
Cyber insurers are quietly rewriting their underwriting playbooks for agentic AI-as-a-service, and most GaaS buyers and vendors are walking
Robotic process automation promised to digitize the back office and quietly buried thousands of bots in maintenance debt, broken integration
Agentic AI-as-a-Service makes capability rentable by the hour, and that cuts both ways. The same per-task agent that reconciles invoices for
An AI agent isn't a person, and it isn't a traditional service account either. It thinks, it improvises, and it can be talked into things. A
Most agent security effort goes into hardening the model: guardrails, prompt-injection filters, alignment tuning. But the place an agent act
Most Agentic AI-as-a-Service vendors treat compliance as a tax they pay to close enterprise deals. The smart ones flip it: they make complia
Enterprise buyers of Agentic AI-as-a-Service have stopped asking "how accurate is it?" and started asking "show me why it did that." Explain
The image of an AI agent "going rogue", defying its operators, pursuing hidden goals, refusing shutdown, is mostly science fiction dressed