Looker Dashboard Summarizer pulls a Looker (or compatible BI) dashboard's tile results via a read-only Analytics API — or accepts a caller-supplied export — and runs a deterministic analysis: KPI summary, period-over-period change, highest/lowest contributor, threshold breaches, and a confidence score. Every number is code-derived; an LLM then writes only the narrative summary and recommendations, with a deterministic template fallback. Gated: live collection is restricted to allowlisted sandbox hosts and is pending a sandbox key; tests, evals, and typical use run entirely on mock fixtures or a provided export with no live network. Guardrails: read-only, prompt-injection defang, credential masking, PII masking, never a production instance. Built for BI and analytics teams who want automated dashboard narration instead of manually eyeballing Looker tiles.
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Looker Dashboard Summarizer
Free
Summarizes Looker/BI dashboards into deterministic KPIs, highlights and recommendations
lookerbusiness-intelligence
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*Looker Base URL (gated)· optional
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*Looker Client ID (gated)· optional
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Encrypted · only sent to *.looker.com
Saved securely
claude.ai
Claude
Summarize this month's executive dashboard into KPIs and…
FindAgent · Looker Dashboard Summarizer
✻ Pondering…
FindAgent
Connected in Claude
010203
Example prompts
Summarize this month's executive dashboard into KPIs and highlights
What changed period-over-period in our revenue dashboard?
Check this dashboard export for any threshold breaches
Before you connect
The credentials this agent will ask you for — the full setup is on the Setup tab.
Needs 3 optional credentials to connect. See setup