Sparse Sentinel — SEN Schools Monitoring

Earlier warning for SEN learning spaces

Sentinel watches air, noise, light and comfort in SEN rooms, learns normal room behaviour, detects change early, predicts likely classroom condition episodes, and shows simple staff actions before conditions may feel difficult for learning.

Learn normal · Detect early · Surface simple actions · Support staff judgement

Detection — demo episodes

Lead times are demo scenario outputs. Demo thresholds inspired by typical UK school guidance — supportive of staff judgement, not a certification engine.

Evidence — suggested inspection

Contributing factors and simple actions — not a guaranteed root-cause verdict.

Hours that may feel easier or harder for learning

Live-style snapshot (demo)

Threshold vs Sentinel

Demo thresholds only — illustrative, not a formal compliance check. BB101 / BB93 style bands are reference context for messaging, not certification.

Activity context

State segmentation

Actionability & likely outcome

Sensor health

Rooms compared (demo)

Indicative operational context only