geointel/docs/KNOWN_LIMITATIONS_M3.md

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.