Agent spectrum
Agent Studio brings strategy and execution together.
General agents think. Zapier and n8n move work across apps. Agent Studio pairs strategy with a platform that builds, runs, and governs the full workflow.
| Layer | General agent ChatGPT, Claude… |  Spans every layer | Zapier Trigger / action | n8n Workflow builder |
|---|---|---|---|---|
01 AI assistant Plain-English chat for one-off reasoning, drafting, and answers. | General AI assistant Reasons, drafts, answers, and helps with one-off thinking work. | Your agents Any agent you create: chat, draft, reason, and run governed workflows on your stack. | No coverage | No coverage |
02 Agentic workflow Triggered by events or on a schedule: plans, runs, handles exceptions, and recovers from failure. | No coverage | Automation agents Run on webhooks, integrations, or cron: build, test, monitor, and repair purpose-built workflows on your stack. | Zaps + AI actions Pre-wired connectors and AI steps for app-to-app handoffs. | Node graphs + AI nodes Visual workflows and AI nodes that a builder wires by hand. |
03 Ops & governance Traces, cost visibility, permissions, and audit-ready run history. | No coverage | Control plane Full trace on every run, per-agent cost tracking, and org-scoped permissions. | Run history Task logs and replay for zaps, with limited agent reasoning visibility. | Execution logs Node-level logs; governance depends on how you wire and host workflows. |
04 AI Strategy + Custom Solutions Map where AI fits, what to automate first, and how you'll measure ROI, then build it. | No coverage | Strategy + custom build Consulting to prioritize ROI, then hands-on design and deployment on your stack. | No coverage | No coverage |