Telemetry mapping
Connect CI, CD, incident, and ticket sources into a coherent model before you design a single widget.
DevStream Center
See how work moves before the sprint retrospective.
Train your team to build a Data Visualization and Analytics Platform for DevOps Delivery Analytics — from raw pipeline signals to board-ready narratives.
68delivery teams coached since 2021
2.1×median clarity gain on lead-time views
14live dashboard labs per cohort
Ipohstudio hub serving teams across Malaysia
Featured program
Delivery Metrics Studio
Our flagship course walks platform and DevOps leads through a complete visual analytics stack: metric selection, modeling, chart grammar, and executive storytelling for flow, quality, and reliability.
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Signal before vanity
Learn which pipeline and backlog events deserve a chart — and which only clutter the wall.
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Narrative for mixed audiences
Translate cycle-time distributions for engineers, product managers, and finance without diluting the truth.
Why teams enroll
Charts that survive a difficult roadmap review
DevStream Center focuses on delivery analytics that hold up under scrutiny — not decorative heatmaps.
Visual grammar
Practice chart choices that reveal bottlenecks, batching, and wait states instead of celebrating throughput alone.
Operating rhythm
Embed weekly review rituals so dashboards change decisions, not just decorate a wallboard.
From the floor
What learners say after shipping their first scoreboard
The wait-time waterfall from the Flow Mapping module finally showed our product lead why “busy” sprints still missed dates. We kept the chart sparse on purpose — that restraint was the point.
I liked the executive briefing templates, though the SQL refreshers in week two felt brisk if you have been away from warehouses. Still, our incident aging view is now the first slide in monthly ops.
Upcoming programs
Preview the catalog
Bring delivery truth into the room
Talk with us about cohort timing, private workshops for Malaysian product orgs, or which program fits your stack.
Start a conversation