What is Friction Audit Lite?
A 2-week diagnostic for engineering and operations teams whose Jira has become a bottleneck instead of a system of record.
We analyze your actual Jira data and workflows, identify where work gets stuck, repeated, or rerouted, and deliver a ranked shortlist of AI-ready opportunities — with conservative ROI estimates and implementation risk.
This is not a demo.
It’s a decision tool.
This is the right first step if:
If this sounds familiar, the Friction Audit is the fastest way to get clarity.
What Teams Discovered in Their Friction Audit
Our request labels were chaos — dozens of inconsistent components and tags. Artiquare helped us rebuild a clean taxonomy, which now drives smarter routing, clearer ownership, and faster onboarding.
We thought our bottleneck was process complexity — turns out one engineer was resolving 88% of all module issues. The audit exposed a single-point-of-failure risk we didn’t see.
We went from 85% dark data to 72% structured coverage in 2 weeks. It’s now powering automated routing, smarter onboarding, and freeing up experts to focus on solving — not sorting — problems.
Arti surfaced recurring SAP export errors tied to a misconfigured integration. Fixing that single root cause eliminated hundreds of monthly incidents.
What you get after 2 weeks
The process
No long-term commitment. No platform install.
Packages
We only proceed if intake confirms a valid automation opportunity exists. If it doesn’t, you pay nothing.
Once analysis begins, the fee is committed — because so are we.
What happens next?
If the audit identifies a high-ROI opportunity, the next step is the 8-Week Project Foundation:
Production-ready prototype
Real users, real data
Training + documentation
Full Friction Audit report
Starting at €25,000
(No guessing. No demo theater.)
Stop Guessing. Start with evidence.
If AI can help your Jira workflows, this audit will prove it.
If it can’t, you’ll know before wasting months.