LUMINNOVATE

Insights

Does judging against peers work outside lending?

106 to 21Public energy data

Peers cut false alerts

false alerts at schools in August, once buildings were compared with their peers

What was observed
Energy use drops sharply when schools close for the holidays.
What a generic approach says
Every drop raises an alert.
What the engine read
Comparing buildings with peers that operate the same way cut August alerts at schools from 106 to 21. On 318 real electricity customers, the same approach caught 94% of planted 30% drops at 2.6% false alerts.
What it meant for the decision
Context works outside lending too.

Figures are reproduced from Luminnovate's research records. Data sources are available on request; methods are proprietary.

Every decision that moves money should be able to show its working.

Book a conversation