Free · modern data stack

Audit your
data stack.

Tell us what you run.
Get a structured risk report back.

3 steps · cost traps, reliability gaps, scale limits & anti-patterns.

1
Stack
2
Scale
3
Concern
Step 1 of 3

What's in your stack?

Pick the tool you use at each layer. Skip any layer you don't run with "None".

Step 2 of 3

How big is it?

Volume and team size shape which risks actually matter for you.

Step 3 of 3

What worries you most?

We'll weight the audit toward your single biggest concern.

Access code

Pre-filled for the beta — just continue.

Auditing your stack…
Usually 10–25 seconds
Reading your stack configuration
Checking known failure modes
Pricing out cost traps
Assessing reliability & scale
Writing your risk report