Model Management Platform

Model Management Coverage

MODEL MANAGEMENT COVERAGE

The Sorcera Armature Model Management Platform supports the effective management of the on-production models, including the evaluation and testing of the models Monitoring and version and authority management, realizing the standardization and systematization of model management, improving the quality of online models, timely detecting model decay and data changes, traceable and traceable the historical versions of models, and comprehensively controlling the situation of all online models of enterprises

Omnibearing management model

OMNIBEARING MANAGEMENT MODEL

SoCinda Armature Model Management Platform covers all aspects of online model management, including evaluation, testing, monitoring, version and authority management. The process before and after the model is put online is subdivided into 12 important links to achieve accurate management and monitoring of the model, prevent the model from being put online chaos, and improve the efficiency of enterprise management model

Standardization Of Monitoring Indicators

STANDARDIZATION OF MONITORING INDICATORS

Based on a large number of actual cases and monitoring indicators such as SVD Somers D, the stability index transfer matrix of the system stability index variable and verification indicators, the common indicators for model evaluation and monitoring are sorted out, which supports KS AUC ROC F1 AR accuracy The stability index and other indicators are customized and configured to achieve the standardization of model evaluation and monitoring

Automatic monitoring and early warning

AUTOMATIC MONITORING AND EARLY WARNING

The Sexinda Armature Model Management Platform calculates various evaluation indexes in an automatic way, and automatically gives early warning according to model decline and data change. The monitoring data can be viewed in the model details page for evaluation index values and corresponding chart data

New system architecture

NEW SYSTEM ARCHITECTURE

Based on the concept of thematic, data set and model layered management, the model management platform of SoCenda Armatures introduces the idea of micro-service architecture. According to the concept of zoning governance, the sandbox area and production area are divided, which greatly simplifies the review process of upper and lower lines of the model, reduces the complexity of system operation and improves the extensibility of the system

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