AI WORKFLOW FIX.
Fix your broken AI workflows
This is for you if...
You spent the money. The AI never made it to production.
It worked in the demo. The first week in production it started failing and nobody knew why.
The person who built it left. Now it is a black box that occasionally works.
You are paying for tools and subscriptions that are not producing measurable output.
You have rebuilt the same workflow twice already. You do not want to do it a third time.
This is how we fix it with you
A precise breakdown of why the implementation failed, within five business days.
Fixed from the root cause, not the symptom.
So the team sees failures before clients do.
So any team member can maintain the workflow.
A prioritised roadmap for what to build next.
hardening→
It works.
Pre-seed startup // content generation
A pre-seed startup building a content generation platform had a convergence problem. Their AI was producing content, but every piece looked like the last. Context was built with fixed one-way prompts, so the system had no awareness of what it had already made. Users needed variety. We rearchitected the context layer into simple loops that tracked prior output per topic, then rewrote the prompts with the founder's own knowledge and voice baked in. The content started actually varying.
Key Results
- 150+ pieces of content generated per week
- Content costs cut by 90%+
- Millions of viewers reached monthly
