Tarun R's Posts | ContraPosts by Tarun R

Tarun R

Product & Business Analyst | SQL | A/B Testing | Retention

New to Contra

Tarun is building their profile!

Hyderabad, India

Hyderabad, India

• 13h

• 13h

Most startups don’t lack data. They lack decision clarity.

Typical reporting flow:

Raw Data → Manual Work → Messy Sheets → Confusing Dashboards → Slow Decisions

Better analytics system:

Data Sources ↓ Automated Reporting ↓ Decision-Focused KPIs ↓ Clear Dashboards ↓ Faster Product...

• 13h

One of the biggest mistakes in product analytics: Tracking too many metrics but understanding none.

In many teams, dashboards become a collection of numbers instead of a decision-making system.

A better approach: • Start with key product questions • Map metrics to user journeys •...

• 13h

AI is not replacing analysts — it’s replacing manual work.

Most data teams still spend a huge portion of time on: • Cleaning data • Writing repetitive queries • Manual report generation • Updating dashboards

By combining AI with automation workflows, this time can be reduced...

• 13h

Most startup dashboards fail for one simple reason: They show data, but not decisions.

I recently worked on restructuring a performance dashboard where the team had 40+ metrics but no clear insight on what to act on.

What I changed: • Reduced metrics to decision-driving KPIs •...