Project Description

AI ENGINEERING · EVALUATIONS

Most AI demos work once and break in production. This is how to ship AI you can actually trust — using evaluations to measure quality, catch regressions, and prove a system works before it touches real users.

Practical AI evals built in n8n: the feedback loops that turn a flaky prototype into a production system you can stand behind.

What it shows

AI evaluations

Measure output quality instead of eyeballing a single demo.

Catch regressions

Know immediately when a prompt or model change makes things worse.

Production-grade AI

Ship systems you can defend, not just demo.

Technologies used

n8nLLM evaluationsAI engineeringObservability

Want something like this in your stack?

We 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.