Research

Agent Workers

Agentic AI systems, autonomous workflows, and the emerging category of AI that operates independently — capabilities, risks, and deployment readiness.

4 documents

AI Agent Workers: Devin, Factory, and the Autonomous Coding Frontier (March 2026)

ACU = Agent Compute Unit: a normalized measure of VM time, model inference, and networking bandwidth consumed per task.

Enterprise AI Agent Deployment: Where It Stands, What Works, and What Doesn't (April 2026)

The headlines suggest universal adoption. The data tells a different story.

AI Agents: From Experiment to Operating Assumption

The more useful data point in this IBM survey is not what executives plan — it is the gap between what they expect and what the deployment data shows.

The Agentic Inflection: MIT SMR + BCG's Emerging Agentic Enterprise (2025)

1. **Scalability vs. Adaptability** — Standardized workflows lose the flexibility that makes agents valuable