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The from-domain volume table on every provider's aggregate dashboard is now "Message volume and DMARC compliance by from domain" with columns From Domain | Messages | % DMARC Compliant: - OpenSearch Dashboards/Kibana: the agg-based data table is replaced by a TSVB table using a Filter Ratio metric (passed_dmarc:true over all, sum of message_count), pivoted on header_from.keyword. The time field is date_begin rather than the multi-valued date_range, which TSVB's per-value date histogram would double-count. Editing (not rendering) the panel on Kibana 8.x requires the metrics:allowStringIndices advanced setting. - Grafana (Elasticsearch): a second passed_dmarc:true query joined by field with a binary calculation (Sum 2 / Sum 1) rendered as percentunit. - Grafana (PostgreSQL): compliance column via an aggregate FILTER clause, COALESCEd so zero-pass domains show 0 instead of NULL. - Splunk: sum(eval(if(passed_dmarc="true", message_count, 0))) inside stats, per the SPL eval-in-stats syntax. All four providers were verified against the same seeded sample data in the dashboard dev stack; each returns identical per-domain values (example.com: 2425 messages, 5.3% compliant). Dev stack fixes found along the way: cap Elasticsearch heap at 2g (the unset heap auto-sized to 50% of host RAM and was OOM-killed with bootstrap.memory_lock on large hosts), and install the elasticsearch datasource plugin in Grafana, which is no longer bundled as of Grafana 13. Closes #112 Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>