BI Ops lifecycle · 03 · Test

Catch it before the board sees it.

Validating every change before it ships: formulas stay consistent, expressions follow your standards, and the number on the dashboard means what it meant yesterday.

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03
The lifecycle01 · Plan02 · Develop03 · Test04 · Deploy05 · Monitor06 · Infrastructure
For the BI Executive

Wants confidence that what ships is right, without adding headcount to check it.

For the BI Ops Engineer

Wants failures surfaced early and automatically, not discovered by a user on Monday.

Automated inspection at scale

Catch what cuts corners, not just what breaks.

Inspect the metadata of every report against your standards automatically, before and after upgrades, migrations, and model changes. Shortcuts and skipped best practices rarely fail today; they surface later as performance issues, inconsistencies, and technical debt. Inspection flags them while they're still cheap to fix.

app.motio.com/releases/qa-p1-pipeline-reset
Release
QA-P1 Pipeline Reset
26 objects grouped
When to deploy
Run now
Deploy all 26 objects immediately.
Schedule
Pick a date and time.
03/12 · 02:00 AM
Save draft
Keep for when you're ready.
Objects in this release4 of 26 shown
v32
BikeStores-data
tfecteau@motio.com
Ready
v1
Customer Profitability
jwieck@motio.com
Ready
v27
Regional Sales
tfecteau@motio.com
Ready
Inspection

Find errors before your users do.

Deep, automated inspection of content for errors and inconsistencies, so problems are found by Motio, not by a user on Monday morning.

app.motio.com/catalog/analytical-dashboard
Analytical Dashboard
OverviewUsageVolatility
METADATA CATALOG
Reports
105
▲ 133 changes
Models
60
▲ 61 changes
Dashboards
6
▲ 6 changes
Folders
6
stable
Change activityAddedEditedDeployed
Per object type
Reports57%
Models32%
Other11%
The automated validation and regression testing proved invaluable, proactively pointing out inconsistencies, errors and performance issues.
Tim McGee · AmeriPath
Read the case study →
BI Ops · Test · Motio