The same steps, the same output, every time - not whatever the model feels like today. The agent supplies judgement when you need it; the workflow supplies a defined, versioned, costed procedure when you do not. That is what makes agents trustworthy on the work that has to come out the same way every time.
Build it on a canvas.
Drag nodes, wire them together, test the run, publish it as a service. No code, and no waiting on someone who writes it.
- Buildable for just about any process. Content pipelines, approval chains, reporting sequences, data flows - whatever your business repeats. The third leg of building capability nobody can buy off a shelf. Live
- Real node types. Input, LLM call, tool call, transform, branch, fan-out, fan-in, map over list, human approval, output. Live
- Human approval is a node. A person in the middle of a procedure is part of the design, not a workaround bolted on afterwards. Live
- Eve co-builds. Describe the outcome you want and Eve drafts the workflow on the canvas with you. Roadmap
What's running, and what it costs.
Every deployed workflow with its state, how often it has run this week, and what each run costs - so a procedure that quietly gets expensive cannot hide.
- Cost per run, not cost per month. You can see which procedures are worth automating and which are not. Live
- State in the open. Active, paused, draft - filterable, so nothing runs against the business unnoticed. Live
- Your team and your agents both run them. A workflow is a service; who invokes it is not the workflow's business. Live
Start from a proven pattern.
A catalogue of capability-contracted services. Deploy one and you get an editable draft on the canvas - a starting point, not a black box you have to accept as-is.
- Deploy, then change it. The template is where you begin; what you end up with is yours. Live
- Each is a capability contract. You know what it promises before you run it. Live
A service, not a script.
Every workflow publishes as an addressable service with a version, a state, a cost per run, and a declared set of callers. That is what makes it dependable enough to build on.
- Governed go-live. Workflows carry lifecycle states - pending, approved, rejected. Nothing runs against the business without sign-off. Live
- Versioned. A workflow at v5 is a different, traceable thing from the same workflow at v4. Live
- Invoked by users and agents alike. One procedure, whoever needs it. Live
Proven, not asserted.
Every run recorded with its outcome, its cost and how long it took. When a procedure fails it says so - loudly - rather than returning something plausible.
- Outcome, cost and duration per run. The evidence that a procedure is dependable, or the evidence that it is not. Live
- Failures are visible. No silent fallbacks: if a run errors, the record says error. This is a platform hard rule, enforced in CI. Live
- Test before you publish. Run it from the builder and watch it work before it touches anything real. Live
Not everything should be a judgement call.
The reason to run some work as a workflow rather than handing it to an agent is not that agents are unreliable. It is that some work should not vary at all - and choosing correctly between the two is most of what makes an AI-run business dependable.
Reads a situation, weighs context from the Knowledge Brain, decides what matters and what to do about it. Good where the right answer depends on circumstances - triage, drafting, research, deciding whether something needs a human at all.
Executes a defined, versioned, costed procedure the same way every time, with no model variance. Good where the answer must not depend on circumstances - the reporting sequence, the enrichment pipeline, the approval chain that has to run identically for every client.
Red Ops is one component.
The judgement half of the pair - and the workforce that invokes these services.
Where the deliverables these workflows produce land - on the board, or in a client account.
The sign-off that stands between a workflow being built and it running against the business.
What does your business repeat?
A Red Brief finds the procedures worth making deterministic, and what they cost you today.
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