Automation platforms are excellent at deterministic steps. Agent work is different: the decision changes with the input. That difference is what usually pushes teams to look for something else.
Edge cases are sentences, not new paths
Risky actions stay with a human
Call agents from automations you already run
A Zap is a sequence you specify. An Orqana agent is a job you describe — it decides what to do with each input inside the limits you set. If your process is fully deterministic, an automation platform is genuinely the better tool and cheaper to reason about.
Multi-step automations grow branches. Every new edge case is another path to build and maintain. With a brief-first agent, an edge case is usually a sentence — "anything mentioning a cancellation goes to a human" — rather than a new branch.
Orqana gates write actions behind an approval queue and logs every run with inputs, tools and outputs. Escalation rules take precedence over the agent's own decision, so the risky paths are the ones a human still owns.
Trigger an Orqana agent from your existing automation and let it handle the variable part.
Offline mode executes agents locally with no outbound inference calls, and Enterprise supports self-hosted and air-gapped installs. That's normally out of scope for a hosted automation platform.
Automation platforms win on breadth of connectors — thousands versus our short list. Google Workspace is live today; Microsoft 365, Slack, Notion, Salesforce, HubSpot, Jira and Zendesk are in build. If your job depends on a long-tail app, say so before you switch; our API also lets you call an agent from an existing automation.
No. Deterministic, fixed-path work belongs in an automation tool — it's cheaper and easier to reason about. Move the parts that need classification, drafting or judgement to an agent, and let the automation trigger it.
Multi-step automations grow a branch per edge case. A brief-first agent usually absorbs an edge case as one added instruction, which is why non-technical owners can keep maintaining it.
No — automation platforms win decisively on breadth. Google Workspace is live here; Microsoft 365, Slack, Notion, Salesforce, HubSpot, Jira and Zendesk are in build. Our API covers the long tail via your existing tools.
Yes. Schedules and webhook triggers are built in, and each fired run appears in the activity log with its inputs and output.
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