Initial GeoIntel V1 foundation

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+# Next Pass After Day 1
+
+If Day 1 succeeds, the next priority is not broad feature expansion. The next priority is the first true GeoAI/GIS capability.
+
+## Preferred Day 2 sequence
+
+1. GRB/reference adapter scaffold.
+2. Raster tiling interface.
+3. Detection model registry scaffold.
+4. Deterministic detection fixture adapter.
+5. Detection output as GeoJSON.
+6. QA/QC overlap metrics against reference fixture.
+7. Map overlay display.
+
+## Why this sequence
+
+It creates the first portfolio-relevant technical loop:
+
+```text
+Raster/Dataset -> Detection -> Geospatial output -> Reference comparison -> QA metrics -> Export
+```
+
+## Do not jump directly to
+
+- full SAM integration;
+- real Sentinel downloads;
+- LiDAR processing;
+- training studio;
+- complex report generation.
+
+Those need the Day 1 foundation and Day 2 detection/QA loop first.