Content Ops → Predictable, Measurable, Sprint-Driven
Jira workflows + analytics turned content delivery into a reliable machine.
Overview
Transformed content ops using standardised workflows, feedback loops and dashboards.
Context & Role
Cross-functional with content teams; process + tooling ownership.
Problem
Ad-hoc delivery; unclear ownership; recurring errors; poor visibility.
Objectives
Predictability, quality, transparency.
Product Decisions
Defined DRIs and rituals; built dashboards for velocity and defects. Integrated learner feedback into sprint reviews for continuous improvement.
Solution
Jira workflows; sprint reviews; ownership matrix; feedback ingestion; Zapier + Metabase dashboards; 2-week cadence.
Architecture
Intake → Jira → Automation → Metabase dashboards → Review cadence.
Metrics & Impact
−90% errors; 7-week predictable delivery; −23% learner drop-offs.
Evidence
Burndowns; error trend charts; release cadence logs.
Challenges
Cultural change; initial slowdown with quality gates.
Lessons
Measurement + visibility → accountability; rituals compound.