# What is DataFocal

DataFocal is observability that starts with AI. It reads what your AI agents, services and devices already record, learns what normal looks like, and shows you what changed, why, and the runs and events behind it.

## Find, explain, focus

- **Find.** DataFocal brings what stands out to the top: spend, cache hits, context size, failures and outcomes, across every agent, model and tool.
- **Explain.** Every number comes with its why: what fills the context window, how it grows across a run, and where the cost goes.
- **Focus.** Narrow to the one run, call or event behind a number, with the evidence attached.

## What it reads

- Claude Code and Codex transcripts
- LLM gateway logs and OpenTelemetry GenAI traces
- Application logs and traces, and Kubernetes
- Robot and edge device events

## How it's priced

Per seat, with no charge for data volume or queries. See [pricing](/pricing).