CentricOS
Layer 2 · Model Studio

Build the models that power your decisions.

Model Studio is where your data becomes intelligence. Build, evaluate, and version the machine learning models that sit underneath every decision workflow — without requiring a data science team to run every configuration.

Model Studio — Evaluation
Credit-Risk-v3
Binary classifier · XGBoost
Staging
Accuracy94.2%
91.4%
Precision
96.8%
Recall
94.0%
F1 Score
→ Promoted to Production

How It Works

From data to intelligence — without a data science team.

Model Studio takes the cleansed, structured data from Data Studio and turns it into the machine learning models that power every decision. Build, evaluate, version, and promote models without needing an engineering sprint every time you want to iterate.

Experiment Comparison
Metric
v2
v3 ✦
Accuracy89.1%94.2%
Precision85.6%91.4%
Recall91.2%96.8%
AUC-ROC0.9170.961
v3 selected · ready to promote

Capabilities

Every model traceable. Every version recoverable.

FSI Model Types

Pre-configured model types for credit scoring, fraud detection, AML, underwriting, and more.

Automated Feature Engineering

Model Studio automatically engineers features from Data Studio outputs — no manual pipeline code.

Version Control

Every model version is saved, comparable, and rollback-ready. Promotion never destroys history.

Bias Detection

Built-in bias monitoring flags statistical disparities before a model goes anywhere near production.

Experiment Tracking

Compare model runs side by side. Track every metric. Know exactly which version performs best.

One-Click Promotion

Promote a model from experiment to production in a single action. No handoff tickets.

Get Started

Ready to see it working on your decisions?

A working session built around your operation. Not a product tour.

Book a Demo