MLOps Fiiliskierros
Facilitator’s Guide

Here’s what’s inside:

• ✔️ A facilitator’s guide to run your own MLOps vibe check
• ✔️ 15 battle-tested questions that spark real reflection
• ✔️ A team questionnaire to track confidence and risk areas
• ✔️ A follow-up email template to share what you learned
• ✔️ Tips on what red flags to watch for (and what to celebrate)

This isn’t a playbook for perfection — it’s a lightweight, low-BS way to take the pulse of your ML practice and start better conversations.

We ask for your number so a real MLOps specialist can reach out for a low-pressure follow-up. Just someone who’s fixed this stuff before.

See our team below.

This isn’t just a feel-good exercise. Once your team runs the session, you’ll walk away with:

• A snapshot of team confidence across your ML workflow
• The friction points your team quietly avoids (but feels every day)
• A post-session email template to share what surfaced

Want help unpacking what it all means? You can book a 20-minute chat with one of our MLOps Emotional Support Engineers. No pitch. Just a real person who’s seen similar stacks — and knows where things usually break.

If your team’s about to run the Fiiliskierros, just know this: The awkward truths are a feature, not a bug.

We’ve helped teams unpack these reflections into real next steps — infra tweaks, visibility upgrades, and yes, sometimes bigger rethinks.

If you want to talk through what surfaced, Our team is happy to hop on a call — no pressure, no platform pitch.

Because let’s be honest: neither of us wants to waste time on a trial that’s not the right fit.