# 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.