Let me paint a picture you might recognize.
Your content team has a backlog of 200 articles that need meta descriptions. Someone spent all morning tagging blog posts by hand. Another person is copying data from a spreadsheet into your CMS field by field. And your best writer, the one you hired to create great content, just spent three hours reformatting old pages instead of writing anything new.
This is not a people problem. This is a tools problem.
What is AI workflow automation?
AI workflow automation means building smart tools directly into your Craft CMS that handle repetitive tasks automatically. Instead of your team doing the same tedious work over and over, AI does it for them in seconds.
We are not talking about replacing your team. We are talking about freeing them up to do the work that actually matters.
What kind of tasks can AI handle?
More than you might think.
Writing meta descriptions. You know those little summaries that show up in search results? Most content teams either skip them entirely or spend way too long writing them by hand. An AI module can read your article and generate a solid meta description instantly. Your team can review and tweak it if needed, but the heavy lifting is done.
Tagging and categorizing content. If you have hundreds or thousands of articles, keeping them properly tagged is a nightmare. AI can read each piece of content and suggest or apply relevant tags based on what the article is actually about. No more inconsistent tagging. No more untagged posts slipping through the cracks.
Pulling data from other systems. Maybe your team is manually copying information from your CRM into your website. Or updating event details from a spreadsheet. Or syncing product information from an inventory system. AI modules can pull that data automatically and keep everything in sync.
Suggesting related content. When someone is editing an article, AI can suggest other pieces on your site that might be worth linking to. This helps with internal linking, keeps visitors on your site longer, and saves your team from hunting through archives.
Generating alt text for images. Accessibility matters, but writing alt text for every image is tedious. AI can analyze images and suggest descriptive alt text that your team can approve or edit.
Summarizing long content. Have a 3,000 word report that needs a 100 word summary for your homepage? AI can draft that summary in seconds.
How does this actually work in Craft CMS?
We build custom modules that live right inside your Craft admin panel. Your team does not need to learn a new tool or log into a separate system. The AI features appear exactly where they need them, in the entry editor, in the asset manager, wherever makes sense for your workflow.
When someone creates a new article, they might see a button that says "Generate Meta Description." One click, and it is done. When they upload images, alt text suggestions appear automatically. When they save a post, tags get applied based on the content.
It feels like magic, but it is really just good automation.
Is this the same as ChatGPT?
Not exactly. ChatGPT is a general purpose AI assistant. You go to it, ask questions, and get answers. What we build is purpose-built automation that runs inside your CMS without anyone needing to copy and paste from an external tool.
Think of it this way. You could ask ChatGPT to write a meta description, then copy it, then paste it into your CMS. Or you could click one button and have it done automatically. Both use AI. One saves a lot more time.
We use various AI models behind the scenes depending on what works best for each task. The important thing is that your team never has to think about it.
Who benefits most from AI workflow automation?
Organizations that publish a lot of content. That includes:
News and media organizations publishing daily. Membership associations maintaining resource libraries. Higher education institutions managing program pages, faculty profiles, and event listings. Nonprofits with large archives of reports, articles, and educational materials. E-commerce sites with hundreds of product descriptions.
If your team spends significant time on repetitive content tasks, automation can give them that time back.
Can you give me an example?
Sure. A publishing client came to us with a problem. They had over 800 articles in their archive that had never been properly tagged or optimized for search. Meta descriptions were missing. Categories were inconsistent. Internal links were basically nonexistent.
They estimated it would take their team three weeks of full-time work to fix everything manually. Three weeks of mind-numbing busywork that nobody wanted to do.
We built an AI module that processed their entire archive. It generated meta descriptions, applied consistent tags, and identified internal linking opportunities. The whole thing took about four hours.
Within 60 days, their organic search traffic had increased by 42%. Not because the content was better, but because it was finally structured in a way that search engines could understand.
What about quality control?
Good question. We always recommend human review for AI-generated content. The AI does the first draft. Your team approves, edits, or rejects it.
Most of our modules include a review workflow. AI suggestions appear as drafts or recommendations. Nothing goes live without someone on your team saying yes. You stay in control while still saving hours of work.
How long does it take to build custom AI modules?
It depends on what you need. A simple meta description generator might take a few days. A complex system that integrates with external databases, applies business rules, and handles multiple content types could take several weeks.
We always start with a discovery conversation to understand your workflow, identify the biggest time sinks, and figure out where automation will have the most impact.
What does AI workflow automation cost?
Custom AI modules typically range from $5,000 to $25,000 depending on complexity. Simpler tools on the lower end, more sophisticated systems on the higher end.
The real question is what is your team's time worth? If you are paying content staff to do work that a computer could handle, automation often pays for itself within a few months.
Will this break when AI technology changes?
We build our modules to be maintainable and adaptable. AI technology is evolving fast, and the tools available today will be different from what is available next year. We design systems that can be updated as better options emerge, so you are not locked into something that becomes obsolete.
We also offer ongoing maintenance for clients who want us to keep their AI tools current and optimized over time.
How do we get started?
We would love to learn about your workflow and show you what is possible. Every organization is different, and the best automation solutions are the ones built around how your team actually works.
To see what AI can do for your workflow, contact us or call us at 646.403.4338
About Red Acorn Agency
Red Acorn Agency is a Verified Craft CMS Partner based in Dallas, Texas. We have been building and maintaining Craft CMS and ExpressionEngine websites for over 15 years, serving nonprofits, higher education, and mission-driven organizations. Our sister agency, ejaeDesign, provides pay-as-you-go support for teams that need expert help without long-term contracts.