Who This Is For
You lead a team that sends weekly analytics updates.
You are tired of rebuilding the same report every Friday.
You want one reliable workflow that updates itself and still sounds like your team, not a robot.
What You Get in Week 1
By Friday, you will have one weekly report running on autopilot:
- data refreshes on schedule,
- key metrics are already structured,
- a short summary draft is ready for your review.
Result: less copy-paste, more time for actual decisions.
The 60-Minute Setup Plan
- Pick one report only. Choose the report your team repeats every week.
- Freeze the metric set. Keep 5-7 core metrics. No extra tabs.
- Create one source table. Put all inputs in one clean sheet or dataset.
- Schedule refresh. Set one fixed run time (for example Monday 07:00).
- Add a summary template. Use a simple format: What changed - it matters - we do next.
Mini Case
A team lead in growth spent 3.5 hours every Monday preparing a performance update.
She simplified the report to 6 metrics, connected one scheduled refresh, and used a fixed summary format.
After two weeks, prep time dropped to 35 minutes. The team used the saved time to run one extra experiment per sprint.
Keep It Human
Automation should prepare the draft. A person should approve the message.
Before sharing, always check:
- does the summary match what happened in the numbers,
- is there one clear action for the team,
- would a non-analyst understand this in 30 seconds.
Common Mistakes
- Automating chaos. If metrics are inconsistent, automation just scales the mess.
- Too many KPIs. More metrics means less clarity.
- No owner. Assign one person to review the output each week.
Week 1 Checklist
- One report selected
- Metric list approved
- Data source unified
- Refresh schedule enabled
- Summary template added
- First run reviewed by a human
Next Step
If this workflow works for one report, duplicate the same pattern for the next report.
Do not redesign from scratch each time. Reuse the structure and iterate.