Tagged articles

decision-engine

9 articles · Page 1 of 1

AI Large-Model Wave and Transformation Guide

Jun 10, 2026 · Databases

Ontology Intelligence & Decision Modeling: From OntoGraph DB to OntoOS (WorldOS)

The article analyzes why traditional graph databases fall short for ontology‑driven intelligent applications, compares graph versus ontology databases, introduces OntoGraph as a state‑layer ontology DB, explains Property Runtime's computed‑property engine and lineage tracking, and shows how OntoFlow and OntoOS together enable end‑to‑end decision modeling and sandbox simulation.

OntologySemantic Modelingdecision-engine

0 likes · 13 min read

Ontology Intelligence & Decision Modeling: From OntoGraph DB to OntoOS (WorldOS)

Ziru Technology

Mar 29, 2023 · Information Security

How Ziroom’s Risk Control Platform Detects and Prevents Account Fraud

This article outlines the background, risk scenarios, and technical design of Ziroom's risk control platform, describing how decision‑engine calculations, data‑driven feature extraction, and rule‑based strategies are used to identify and mitigate fraudulent account activities and reduce bad‑debt losses.

Fraud PreventionRisk Detectiondata analysis

0 likes · 7 min read

How Ziroom’s Risk Control Platform Detects and Prevents Account Fraud

Yang Money Pot Technology Team

Feb 2, 2023 · Backend Development

Evolution of a Risk Decision Engine: From Rule Sets to Drools to a Self‑Developed Engine

This article describes the progressive evolution of a consumer‑finance risk decision engine—from an initial rule‑set implementation, through a Drools‑based configuration, to a fully self‑developed micro‑service engine—detailing architectural changes, component designs, execution flow, operational challenges, and solutions such as empty‑run testing.

DroolsMicroservicesSoftware Architecture

0 likes · 30 min read

Evolution of a Risk Decision Engine: From Rule Sets to Drools to a Self‑Developed Engine

DataFunSummit

Jan 11, 2023 · Artificial Intelligence

Intelligent Financial Risk Control Platform Architecture and Expert Insights

This article outlines the architecture of an intelligent financial risk control platform, detailing data sources, big‑data processing, feature engineering, decision engines, model types, and real‑world application scenarios, while highlighting expert‑identified challenges such as compliance, data quality, real‑time performance, and fraud detection.

decision-enginefeature engineeringfinancial AI

0 likes · 11 min read

Intelligent Financial Risk Control Platform Architecture and Expert Insights

Alipay Experience Technology

Nov 29, 2022 · Mobile Development

How Ant's Mobile Edge Computing Container Powers Real‑Time AI on Devices

This article explains the challenges of deploying intelligent features on mobile clients and describes Ant Group's edge computing container, its three‑layer architecture, real‑time compute, feature, and decision engines, and the low‑code platform that enables fast, stable, and scalable AI solutions on devices.

decision-enginefeature engineeringreal-time analytics

0 likes · 15 min read

How Ant's Mobile Edge Computing Container Powers Real‑Time AI on Devices

ITPUB

Nov 28, 2022 · Backend Development

How to Build and Deploy a Scalable Open‑Source Decision Engine with Go and YAML

This article explains the concepts, design principles, and practical implementation steps of an open‑source decision engine—covering rule vs. decision flow, DSL creation with YAML, operator handling, workflow orchestration, and deployment considerations for production environments.

Gobackenddecision-engine

0 likes · 15 min read

How to Build and Deploy a Scalable Open‑Source Decision Engine with Go and YAML

DataFunSummit

Aug 18, 2022 · Artificial Intelligence

Evolution and Technical Practices of Du Xiaoman Risk Control Decision Engine

This article presents a comprehensive overview of Du Xiaoman's risk control system evolution—from early rule‑based engines to AI‑enhanced intelligent decision engines—detailing technical practices such as strategy iteration acceleration, decision latency reduction, parallel workflow design, and future trends in data quality, automated strategy optimization, and real‑time analytics.

Data Qualitydecision-enginemachine learning

0 likes · 18 min read

Evolution and Technical Practices of Du Xiaoman Risk Control Decision Engine

DataFunTalk

Jan 7, 2022 · Artificial Intelligence

Building an Intelligent Risk Control Tool System: Architecture and Key Components

This article presents a comprehensive overview of constructing an intelligent risk control tool system, detailing its evolution from manual processes to automated platforms, describing the core "three‑piece" suite (model, decision, and feature platforms) along with supporting data and monitoring platforms, and explaining the functions and interactions of each module such as data ingestion, feature engineering, automated modeling, decision flow, and real‑time monitoring.

Data Platformdecision-enginefeature engineering

0 likes · 13 min read

Building an Intelligent Risk Control Tool System: Architecture and Key Components

DataFunTalk

Sep 9, 2021 · Artificial Intelligence

Evolution and Architecture of a Financial Risk Control System: From Monolith to Microservices and Commercialization

This article details the design, refactoring, performance optimization, reliability monitoring, and commercialization of a financial risk control system, covering rule abstraction, decision workflows, feature engineering, model integration, and the trade‑offs between latency and accuracy in large‑scale production environments.

decision-enginefeature engineeringmachine learning

0 likes · 15 min read

Evolution and Architecture of a Financial Risk Control System: From Monolith to Microservices and Commercialization