COMPARE
ops.bd vs Zapier
When triggers aren't enough — add reasoning between them.
Zapier is the industry default for connecting SaaS apps with deterministic triggers. It excels at "when X, then Y". ops.bd starts where Zapier stops: the middle of the workflow, where a decision has to be made — not just a step executed.
Feature matrix
| Dimension | Zapier | ops.bd |
|---|---|---|
| Workflow authoring | Visual zap builder, one step at a time | Natural language → typed DAG, editable |
| AI in workflows | Optional AI step you wire in | AI decision is a first-class node type with confidence + override |
| Incident response | Out of scope | Autonomous triage agent, streaming root-cause markdown |
| Audit trail | Zap run history | Per-decision: prompt · model · latency · tokens · confidence · override |
| Multi-step reasoning | Requires manual code steps or paths | Reasoning is the compiler primitive, not an add-on |
| Target user | SMB knowledge workers automating small tasks | Ops / RevOps / SRE teams at 20–500-person companies |
| Cost model | Per-task pricing | Per-decision + per-scan usage; free tier for the compiler |
Compiler
Type an English sentence; get a validated DAG in <2s using Gemini 3 Flash with a strict Zod schema.
Reasoning nodes
ai-decision emits structured JSON that downstream nodes consume as typed inputs — no glue code.
Incident-native
The same graph model handles workflows AND incidents; Zapier has no incident concept.
Choose Zapier when
- You need a huge library of pre-built app connectors (Zapier has 6,000+).
- Your workflows are strictly deterministic: no judgement required.
- You're a solo operator or SMB automating personal productivity.
Choose ops.bd when
- Your workflow needs a decision in the middle ("is this fraud?", "which tier does this belong to?").
- You want the same platform to handle incidents and long-running monitoring.
- You need a per-decision audit trail for compliance or debugging.
Migration path
- Export the zap as a description; paste into the /workflows/new compiler.
- The compiler emits a typed DAG — same trigger, same actions, plus an ai-decision node you can insert.
- Point existing webhooks at the ops.bd trigger URL; keep Zapier running in parallel for one week to validate.
FAQ
Does ops.bd replace Zapier entirely?
Not today. For pure connector breadth, Zapier still wins. ops.bd replaces the workflows where reasoning matters.
Can I call ops.bd from a Zap?
Yes — hit the public /api/incident-triage endpoint from a Zapier Webhooks step.