Validation Report Released
The first cross-partner validation report compiles evidence from inspection, optimization, and flexibility workflows and compares them against baseline procedures used before LiveBetter integration. The analysis focuses on operational reliability, interpretability, and actionability for different user profiles.
Results indicate that consistent data controls improve confidence in both technical and managerial decisions, especially where teams previously relied on fragmented spreadsheets or disconnected tools. The report also documents implementation friction points to inform the next rollout cycle.
Observed improvements
- Traceability: clearer lineage from raw signals to final recommendation.
- Response time: faster issue triage in building operation tasks.
- Preparedness: stronger demand-response readiness in pilot assets.
The next update will include comparative evidence from additional seasons and occupancy profiles.
