How do you integrate ChatGPT into your automation workflows?

I see a tremendous opportunity in employing generative AI to elevate marketing automation experiences.

Here are some ways I'm currently utilizing it:

1. Creating Custom Code Actions:
Writing code is in my skill set, but it's undeniably time-consuming. With ChatGPT, I've streamlined the process by generating Node.js and Python scripts. This allows me to seamlessly incorporate them into my HubSpot workflow, saving both time and effort.

2. Email Sentiment Analysis:
We executed an email campaign, reaching out to a massive audience of 1 million people. Managing the influx of email replies manually was impractical. Leveraging ChatGPT, we automated the process by summarizing responses, extracting sentiments, and categorizing emails. The consolidated data was then pushed through Segment into Redshift for further management and analysis.

I'm curious – how have you harnessed the power of ChatGPT to supercharge your automation? Share your experiences!

I wrote that in early 2024. It feels like a lifetime ago.

Back then, the big unlock was getting ChatGPT to write a script you could paste into a workflow. That was genuinely exciting. You described what you needed, it gave you working code, and you saved a few hours. But that was still you as the bottleneck. You were the one copying, pasting, testing, and deploying.

The question has changed completely. It is no longer about integrating ChatGPT into your workflows. It is about letting autonomous agents own the workflows entirely.

I run an AI agent now that monitors our systems, drafts my daily briefings, investigates production errors, and generates reports across multiple data sources. It does not ask me for permission on each step. It just runs. The shift from AI-as-tool to AI-as-operator happened faster than anyone predicted.

If you are still manually wiring up AI into individual workflow steps, you are solving last year's problem. The real leverage is designing systems where agents handle the entire loop. You define the intent, set the guardrails, and let them execute. That is the new automation.