Presentation: Architecting the Data Layer for AI Agents: from Transactional Systems to MCP and Semantic Models

Fabiane Nardon — Sat, 29 Aug 2026 11:00:00 GMT

Fabiane Nardon shares how TOTVS prepares enterprise data for token-hungry AI agents. She discusses balancing deterministic logic and non-deterministic LLMs across precision, security, and cost. Nardon details using data mesh, low-latency database architectures, semantic ontologies, and dynamic MCP tool selection to optimize context windows and reduce token overhead in transactional systems.

By Fabiane Nardon

OVHcloud Raises Prices as AI Memory Demand Reprices Non-AI Infrastructure

Steef-Jan Wiggers — Sun, 23 Aug 2026 08:43:00 GMT

OVHcloud will raise prices from September, with 2026-edition gaming servers up 87 percent and other recent servers 40 to 59 percent. Founder Octave Klaba says memory cost six times more in June than a year earlier, as RAM suppliers shifted capacity toward high-bandwidth memory for AI. AWS, buying years ahead, has repriced one reserved GPU product.

By Steef-Jan Wiggers

InfoQ - AI Cost Optimisation

Presentation: Architecting the Data Layer for AI Agents: from Transactional Systems to MCP and Semantic Models

OVHcloud Raises Prices as AI Memory Demand Reprices Non-AI Infrastructure