Project Description

CASE STUDY · n8n + AI

How Fullscript, a health-and-wellness platform, used n8n and AI to route critical workflows through the tools their teams already had open — and save hundreds of hours every month. Not by buying more software, but by meeting people where they already work.

A real-world look at the “tool graveyard” problem solved in production: instead of forcing teams into yet another dashboard, the work flows through their existing operations tools, orchestrated by n8n with AI in the loop.

What it shows

Hundreds of hours saved / month

Workflow time reclaimed by removing context-switching, not adding tools.

Work where teams already are

Routing critical processes through existing tools instead of new dashboards.

n8n + AI orchestration

Automation as the connective tissue, with AI handling the judgment-heavy steps.

Technologies used

n8nLLM / AIWorkflow orchestrationEnterprise integration

Want something like this in your stack?

I build production automation and AI tailored to the tools your team already uses — on a layer you own. Let’s look at where it fits.