Compare ยท AI automation
ChatGPT Plugins vs Agentic Workflows
ChatGPT and similar tools are excellent copilots: a human opens a chat, pastes context, and gets a draft. Agentic workflows are different. They watch triggers, pull from your systems, act, and escalate without someone pasting the same prompt every morning. If the value requires a person to remember to open ChatGPT, you have a copilot. If the value requires the work to happen even when nobody remembers, you need an agentic workflow. Pineapples builds the second for a $4,900 production pilot.
Use ChatGPT when a human is already in the loop and needs a faster draft. Use agentic workflows when the process should run on a schedule or trigger, touch your tools, and only ping a human for approval. Plugins and custom GPTs do not replace production operations by themselves.
ChatGPT / plugins / custom GPTs
- Fast brainstorming and drafting with a human present
- Low setup cost for one-off tasks
- Depends on someone opening the chat
- Weak native fit for your private systems of record
- Easy to get a clever answer that never ships into ops
Agentic workflows (Pineapples)
- Trigger-based or scheduled runs in your stack
- Integrations, monitoring, and runbooks
- Human approval gates where risk is real
- Fixed-scope production delivery
- Designed to keep working after the demo ends
How to choose
Stay in ChatGPT when
The task is occasional, creative, or different every time.
Buy an agentic workflow when
The same process runs weekly or daily and staff copy-paste from tools into a chat to cope.
Combine when
People still use ChatGPT for novel work, while production loops run as agents.
FAQ
Can you build on top of ChatGPT or Claude?
Yes. Models are components inside a workflow. The product is the process, integrations, and approvals, not a chat window.
Why not just make a custom GPT for my business?
A custom GPT still waits for a human to show up and type. Agentic workflows remove that attendance requirement for the loops you care about.
What does a pilot include?
One production workflow, one primary integration, human-in-the-loop where needed, Loom walkthrough, and a simple runbook. $4,900 fixed, 7 business days, fee credits toward a Build within 30 days.