Federated Learning Architecture

Watch how operators learn collectively while keeping data private

DRILLSENSE CLOUD
Global Model
R² = 0.715
zeroDatum Engine
ConocoPhillips
1000 wells
R²: 0.68Privacy: 0.0%
DATA NEVER LEAVES
Chevron
800 wells
R²: 0.72Privacy: 0.0%
DATA NEVER LEAVES
EOG
600 wells
R²: 0.70Privacy: 0.0%
DATA NEVER LEAVES
Devon
500 wells
R²: 0.73Privacy: 0.0%
DATA NEVER LEAVES
ROUND 0 / 10
Ready to train model for ROP prediction

TRAINING STATUS

Global Model Performance
0.715
Target: 0.908
OPERATORS
ConocoPhillipsε: 0.0%
Chevronε: 0.0%
EOGε: 0.0%
Devonε: 0.0%
CURRENT PHASE
All data remains private