I will audit your ai content workflow and find where quality breaks

J
just_uz
J
just_uz
Justo Cruz

About this gig

Most teams using AI for content do not have a generation problem. The model produces plenty. Nobody can tell which parts are good without reading every word, so the time saved on writing comes back as review. That is a quality control problem, and it is fixable. I will look at how your AI content actually gets produced and tell you where it breaks: which step introduces the errors, which failures repeat, and what checks would catch them first. Why me: I spent years paid to evaluate AI content, finding where output breaks and where handoffs fail silently. I now run a multi-agent content system on my own brand daily, with quality gates that block rather than warn. What you get: - A written audit of where your output actually breaks, with examples from your own work - A ranked fix list, highest-leverage first, with the effort each costs - The quality gates that stop bad output reaching a client - An honest answer, including when the answer is that you do not need this yet For teams already producing with AI who feel the review burden growing. Send me one sentence about where you feel stuck and I will point you to the right package.

Get to know Justo Cruz

Justo Cruz

AI Operations and Multi Agent Automation for Content Agencies

  • FromNetherlands
  • Member sinceJun 2023
  • Avg. response time16 hours
  • Languages

    Spanish, English, Dutch
I build AI operations systems for small content and marketing agencies, and I run one on my own brand daily before installing anything for a client. Most AI help here is theory. Mine is a working, audited system you can see first, called Client Zero. I have spent a lot of time evaluating AI content, so I build systems that assume the AI will slip and catch it before it ships. They fail loudly, not silently. If repetitive work is drowning your team, a governed system usually closes more of the gap than a hire. Tell me where you feel stuck and I will give an honest read.