Start with a defined trigger
A report owner selects a reporting period and audience.
Business analytics
Dashboard Commentary:
Dashboard Commentary:
the workflow in practice.
Approved dashboard snapshot-to-commentary draft
FROM INPUT TO HANDOFFA clear job
Explore the architecture behind the pattern ↗
A clear job
for every step.
This is a proposed workflow pattern. We confirm data access, permissions, integration options and review ownership with your team before implementation.
Do not fabricate causes or conceal small samples and missing data. Distinguish absolute changes from percentage changes.
Assemble the right context
Collect the trusted metric snapshot, definitions, comparison rules and documented business events.
Perform the bounded task
Describe material changes and separate supported explanations from questions for investigation.
Review before taking action
An analyst verifies figures and business owners approve interpretations within their responsibility.
Deliver and record the result
Publish the accepted commentary with its snapshot date and source references.
Build an improvement loop
around real work.
Measure calculation mistakes, unsupported explanations, missing limitations and reporting effort.
Keep the input, relevant context, review decision and final result connected. When a reviewer corrects something, use that evidence to improve the instructions or integration, then validate the change against representative cases.
CHOOSE THE RIGHT SUPPORTBuild it. Build with us.
Build it. Build with us.
Or have us manage it.
The workflow stays centered on your business. The engagement determines who learns, implements and operates it.
Your team owns the build.
Learn through courses, practical training and workshops. Get feedback as you apply the lessons to your own project.
Explore courses and workshops ↗Work through it together.
Get everything in DIY, three months of workshops, weekly team sessions and direct implementation coaching.
Explore guided implementation ↗We manage the foundation.
Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.
Explore managed delivery ↗START WITH YOUR WORKWhat are you
What are you
working on?
Looking for a course, help with a difficult problem, or someone to build a solution? Tell us where you are and what you'd like to do next.