A SUPPORTING CAPABILITY
Automate the work around an outcome.
Workflow automation combines AI steps with software, business tools, rules, and people. It can research, classify, write, update a system, and bring someone in when the decision needs judgment.
How is AI workflow automation different from traditional automation?
- Traditional automation
- Runs predictable steps when a trigger occurs. It is useful when inputs, rules, and outputs are fixed.
- AI workflow automation
- Adds interpretation, research, generation, and bounded decisions while keeping the workflow state, rules, and approvals visible.
- Operic
- Combines both. AI handles the parts that need context; software handles fixed rules; people stay responsible for consequential decisions.
A useful workflow has a clear loop.
Trigger
Start when a lead arrives, code changes, a request is received, or a recurring job is due.
Understand
Gather the relevant context from approved tools and data.
Act
Use AI for reasoning and software for reliable actions within declared authority.
Review
Pause for a person when confidence, risk, cost, or consequence requires it.
Learn
Record the result, failure, cost, and next action so the workflow can improve.
What makes an automation trustworthy?
Defined inputs and outputs
A workflow should make clear what it receives, what it changes, and what counts as finished.
Bounded authority
AI should use only the apps, data, and actions it needs for the task.
Human approval
Important sends, purchases, permissions, and low-confidence decisions can wait for a person.
Evidence
The team can see what ran, what failed, what it cost, and why an action happened.
Explore AI workflows by team
Pull request reviewInspect code, run checks, and prepare feedback for an engineer.Lead researchResearch, qualify, and update the CRM with sources and a next action.Customer support triageClassify, retrieve context, draft, and escalate support requests.Content researchTurn customer and market signals into a reviewable content brief.Competitive researchBuild a source-aware brief for a product or strategy decision.
Give AI the work.
Start with a repeatable process your team already understands. Operic helps workers use the right tools, access, and approvals to get it done.