Keep up with the latest

A guardian agent is an AI system built to supervise other AI agents. It monitors what an agent does, checks those actions against policy and intent, and steps in (through alerts, blocking, or correction) when an agent drifts outside its intended boundaries. Guardian agents exist because enterprises are deploying AI agents faster than they can govern them, and because human review alone can no longer keep pace with the volume and speed of agent-driven decisions.

NEW YORK, July 2026 — Palqee today unveiled CARROTS'N'STICKS, a new runtime governance framework designed to make autonomous AI agents more stable by introducing consequences for behavioral mistakes as they operate. The research tackles a growing challenge facing regulated industries. AI agents are becoming increasingly capable of completing complex, long running tasks, yet even small behavioral deviations can create operational, regulatory and financial risk. An agent does n

Connect with our Executive Team at Ai4: If you want 30 minutes with the people building and deploying Oversight Intelligence at enterprise scale, this is the week to do it.

Carrots'n'Sticks - A runtime governance layer for autonomous agents, published as original research, authored by Sabrina Palme.

Today we're publishing "The New Standard for Oversight Intelligence in Financial Services" — a practical handbook and blueprint for regional banks looking to move beyond sampling and achieve full-population oversight across human and AI-led workflows.