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geointel/docs/KNOWN_LIMITATIONS_M3.md
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Initial public release
2026-08-31 21:56:53 +02:00

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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.