'dev_data', 'triggers' => array ( 0 => 'Data Lake projet', 1 => 'projet BI', 2 => 'Business Intelligence', 3 => 'mettre en place BI', 4 => 'analytics projet', 5 => 'data warehouse', 6 => 'Data Lake', 7 => 'Tableau Power BI', 8 => 'reporting projet', 9 => 'data engineering', 10 => 'pipeline data', 11 => 'je veux faire du BI', 12 => 'je veux des dashboards', 13 => 'je veux analyser mes donnees', 14 => 'je veux un data lake', 15 => 'je veux un data warehouse', 16 => 'je veux faire du reporting', 17 => 'comment faire du BI', 18 => 'comment analyser mes donnees', 19 => 'comment deployer un data lake', 20 => 'quelle meilleure facon faire du reporting', 21 => 'how to build a data warehouse', 11 => 'ETL projet' ), 'cmd' => 'echo "=== WEVIA propose un scope DATA ==="; echo ""; echo "Stack options WEVAL-ready:"; echo "1. ClickHouse (self-hosted S204 Plausible already), Metabase/Superset\n2. Snowflake (cloud DW premium, pay-per-second)\n3. Databricks (lakehouse, Spark-native, ML integrated)\n4. BigQuery + Looker (GCP native, SQL-friendly)\n5. Power BI + Azure SQL (Microsoft stack mature)"; echo ""; echo "Agents WEVIA mobilisables:"; echo "- WEVIA Master pour pipelines orchestration\n- ClickHouse deja up S204 (Plausible 8787)\n- Qdrant 19 collections vectors already indexed"; echo ""; echo "Pour avancer:"; echo "1. Audit data sources (SAP, CRM, files, logs)\n2. Choix architecture (DW vs DL vs lakehouse)\n3. POC 1 cas usage 3sem / MVP 3 use cases 3mois\n4. Dashboards business consumption (revenue, churn, etc.)"; echo ""; echo "Quelles sources de donnees principales veux-tu integrer?"', 'status' => 'EXECUTED', 'created_at' => '2026-04-21T11:15:00+00:00', 'source' => 'opus-v117-business-batch', 'description' => 'V117 business intent DATA - structured scope proposal', 'role' => 'business', );