Tagged articles

Data Ontology

2 articles · Page 1 of 1
DataFunSummit
DataFunSummit
Sep 28, 2026 · Artificial Intelligence

10 Financial Firms Share AI Agent Strategies for 98.5% Auto-Review, 0.003% Fraud

This article analyzes how 10 leading financial institutions implement AI agents in low-tolerance scenarios, detailing their approaches to data ontology, semantic layers, multi-agent architectures, risk control, and evaluation frameworks, achieving metrics like 98.5% automated review rates and 0.003% fraud rates while ensuring auditability and regulatory compliance.

AI AgentsAgent EvaluationApache Ossie
0 likes · 43 min read
10 Financial Firms Share AI Agent Strategies for 98.5% Auto-Review, 0.003% Fraud
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Aug 6, 2026 · Artificial Intelligence

Why Enterprise AI Can’t Be a One‑Size‑Fit Standard Product

The article argues that while AI agents and toolkits are becoming easy to assemble, enterprise AI cannot be packaged as a generic off‑the‑shelf product because each company’s data semantics, decision logic, and governance boundaries are unique, requiring a reusable infrastructure rather than a fixed answer.

AI AgentsAI infrastructureData Ontology
0 likes · 12 min read
Why Enterprise AI Can’t Be a One‑Size‑Fit Standard Product