# Dataops Day

> Seeing the Observability Forest Through the Data Trees: From Data to Outcomes

Source: https://last9.io/events/dataops-day/

Catch [Prathamesh Sonpatki](https://www.linkedin.com/in/cha1tanya/) at DataOps Day for a talk on **Seeing the Observability Forest Through the Data Trees: From Data to Outcomes**.

### What you'll take away

- **Why "more data" rarely means "more answers"** — the trap of equating telemetry volume with observability, and what to do about it.
- **From data to outcomes** — how to think about observability not as a collection problem but as an outcome problem: faster detection, faster recovery, fewer repeat incidents.
- **The forest vs. the trees** — patterns for stepping back from individual signals (logs here, traces there) to the system-level view that actually drives decisions.

If you're swimming in telemetry but still struggling to answer "what changed?" or "where's the problem?", this one's for you.

[Visit the session page →](https://www.techstrongevents.com/dataops-day-2023/speaker/825629/prathamesh-sonpatki)