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AI observability · software · edge

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.

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DataFocal AI view overview: spend across runs, cost per run, cache hit rate, peak context, tokens and quota, with context, tools, cache and models panels.
Find · OverviewWhat a day of agent work cost, and where it went: spend, cache hits, peak context, tools and models.

Real screens from DataFocal's AI view, reading a day of Claude Code transcripts.

Find, Explain, Focus

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.

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Volume-priced tools DataFocal
$900–$20,700 / mo $324 / mo 10 GB/day 100 GB/day 1 TB/day $/mo

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.

Focus your data.

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