Orchestration

Opening — Why this matters now The AI agent market is beginning to look like an overconfident airport duty-free shop: everything claims to be premium, every label promises capability, and somehow the thing you need is still hard to find. That matters because the next phase of business automation will not be built from one general chatbot sitting politely in a browser tab. It will involve agent ecosystems: finance agents, customer-support agents, coding agents, compliance agents, research agents, scheduling agents, procurement agents, and a thousand microscopic “I can do that” assistants wrapped in glossy product pages. ...

A support ticket does not usually fail because every message was bad. More often, it fails because one reply arrived at exactly the wrong moment: the bot misunderstood a frustrated customer, repeated a stale answer, missed the escalation point, and then ended the interaction with something sterile enough to pass a benchmark but useless enough to make the customer leave. The average quality may look acceptable. The experience still feels broken. ...

TL;DR for operators A new survey on agent workflows is not useful because it tells us agents are becoming important. Anyone still surprised by that has probably been trapped in a quarterly innovation committee. Its value is more practical: it turns the messy agent-tool-platform landscape into a comparison map for deciding what kind of workflow infrastructure a business is actually buying or building.1 ...