Federated Learning for Cross-Project AI Insights

Training models on distributed project data without centralizing sensitive information.
Federated Learning for Cross-Project AI Insights

Federated learning enables contractors to collaboratively improve predictive models (cost, schedule, safety) while keeping project data on-premise. This addresses IP concerns and privacy constraints, unlocking larger training sets and better generalization across portfolios and industry consortia.

TRL
4/9Formative
Impact
4/5
Investment
4/5
Category
Software