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Business workflow AI agent

Scope an AI agent around a real business workflow, not a vague chatbot idea

Start with the workflow: who uses it, what information they provide, what decision or document they need back, and what the agent must not do without review.

Keyword: business workflow AI agentIntent: business automation / agent workflowDraft spec before build

Who this is for

  • Business operations teams
  • RevOps, People Ops, Finance Ops, and Legal Ops owners
  • Teams evaluating whether a workflow is ready for agent automation

What the intake produces

  • Workflow readiness snapshot
  • Required data inventory
  • Output and acceptance criteria
  • Risk and permission boundaries

Skill specification fields

These fields make the request concrete enough for a delivery, research, or product team to draft a first Skill specification within 24 hours.

Workflow triggerActorInputsDecision or outputTools and systems involvedHuman approval pointsEscalation criteria

Example use cases

New hire onboarding workflow

Define the goal, inputs, expected output, acceptance criteria, and risk boundary before turning this into an agent workflow.

Contract triage workflow

Define the goal, inputs, expected output, acceptance criteria, and risk boundary before turning this into an agent workflow.

Customer request routing workflow

Define the goal, inputs, expected output, acceptance criteria, and risk boundary before turning this into an agent workflow.

FAQ

What workflows are good candidates?

Good candidates are repeated, rule-shaped, and have clear inputs and outputs. High-risk decisions should keep explicit human review.

Do I need a live integration first?

No. Start with the specification. Integrations should come after the input/output contract and risk boundaries are clear.

Related intake pages