Initial GeoIntel V1 foundation

docs/KNOWN_LIMITATIONS_M3.md

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+# Known Limitations at M3
+
+These limitations are intentional and must not be treated as bugs during the first build.
+
+## Real-time global data ingestion is out of scope
+
+V1 focuses on selected Kempen areas.
+
+## LiDAR is out of scope for V1
+
+The architecture reserves space for PDAL/laspy, but V1 should not implement LAS/LAZ processing.
+
+## Full model training is out of scope for V1
+
+V1 may include model registry and inference interfaces. Training Studio is a later phase.
+
+## Sentinel is not V1-critical
+
+Remote sensing indices are valuable, but the first recruiter-focused demo should prioritize building detection, GRB validation and QA/QC.
+
+## Fixture detector is allowed only as a bridge
+
+A deterministic fixture detector is acceptable to validate the pipeline before YOLO is wired in. It must not be marketed as AI output.
+
+## Reports are secondary
+
+Exports are required. Rich PDF reporting is a later enhancement.