AI at ProWorks: Human-Led, AI-Assisted
We use AI tools to move faster, explore ideas, and build more. Here is how we use it, and what that means for the work we do together.
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Our AI Policy
We use AI tools regularly. They help us move faster, explore ideas, write boilerplate, catch edge cases, and get more done in less time. That said, we want to be clear about how we use AI, especially since our clients trust us to deliver production-ready work that represents their organization.
Human-led, AI-assisted. Everything ProWorks delivers is owned and verified by humans. AI is a capable assistant, but it never gets the final say.
We always bring:
- The original ideas and strategy
- The architecture and design decisions
- The critical thinking about what makes sense for your project and your users
- The careful review, testing, and polishing at the end
No deliverable ever ships as pure AI output. Human ideas. Human architecture. Human verification. AI just helps us build what we were going to build anyway, just faster.
See How AI Understands Your Organization
In just over a minute, learn why AI understanding has become a strategic issue and how we make it visible.
Umbraco.AI Page Evaluator
The ProWorks Page Evaluator is an AI-powered tool that lives inside the Umbraco back office. Content editors can run a quick evaluation on any page and get instant feedback on clarity, focus, and potential gaps, without leaving Umbraco.
It catches weak content before it goes live, without adding friction to the editorial workflow.
Learn About the Page Evaluator"Wow! Just used Page Evaluator for some new blog posts and it nailed it! I don't get to do much publishing these days but with tools like Page Evaluator and the AI Assistant you added to the websites recently, I'm going to need to find the time for that. Kudos all, really nice work!"
AI Perspective Report
Free for Umbraco CMS users. We analyze your public website content and produce a structured summary of how AI systems currently understand your organization: your positioning, your audiences, your themes, and where the narrative drifts.
It is not a sales pitch and it is not an SEO audit. It is a clear picture of how AI currently explains your organization, so you can decide if that story is the one you want to tell.
Get Your Free ReportHow We Apply AI
Faster Umbraco Development
We use AI tools to move faster inside Umbraco. Our MCP server connects Claude directly to the Umbraco back office, so we can create content, build pages, and manage documents at speed without leaving the AI conversation.
Content Quality at Scale
Our AI-powered Page Evaluator runs inside the Umbraco back office, giving content editors instant feedback on clarity, completeness, and consistency before anything goes live.
AI Readiness for Your Organization
We help organizations understand how AI systems currently perceive and explain their brand. Our AI Perspective Report surfaces the gaps between how you describe yourself and how AI understands you.
Quality Checks Before They Ship
We use AI tools to catch issues before they reach a client. From reviewing markup consistency to flagging accessibility concerns and spotting edge cases in logic, AI gives us an extra layer of review that runs faster than a manual pass and catches things humans miss under deadline pressure.
Want to Talk About How AI Fits Into Your Umbraco Project?
Whether you are curious about AI tools, exploring how to improve your content workflow with AI, or looking for a partner who builds with AI the right way, we are ready to talk.
Book an Intro AssessmentRequest Your Free AI Perspective Report
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