# From noise to why.

Your AI agents, services and devices produce millions of logs. DataFocal helps you focus on what matters, understand your system, and drill down to the proof.

## Find, Explain, Focus

### Find: Overview

It learns what normal looks like across every agent, model and tool, and brings what stands out to the top: spend, cache, context and outcomes.

### Explain: Context

Every number comes with its why: which kinds of content fill the context window, how it grows step by step, and where the cost goes.

### Focus: Run

Narrow to the one run, call or event behind it, with the evidence attached. The filter follows you across every view.

## No meter on your data.

Volume-priced tools charge more every time you log more. DataFocal never charges for volume: send everything, query as often as you like, agents included.

At 100 GB/day: list prices of eight volume-priced observability tools, our calculation, November 2026. DataFocal: 5 seats, 10 collectors, managed storage at cost + 20%. Other points illustrative.

[Pricing](https://datafocal.ai/pricing) · [Docs](https://datafocal.ai/docs/quickstart) · [Contact](https://datafocal.ai/contact)