If you’re building on Autodesk Platform Services (APS, formerly Forge) and using the Model Derivative API to translate CAD/BIM files for viewing, you’ve encountered two… Read More »SVF vs SVF2: What It Means for Performance and Your APS Pipeline
Azure AI Foundry (formerly Azure AI Studio) is Microsoft’s platform for building enterprise-grade AI applications. But “enterprise-grade” means different things at the prototype stage vs.… Read More »Microsoft Azure AI Foundry Architecture for Agentic Apps: RAG, Tools, and Evaluation
When you’re deploying agentic AI services on Azure, you’ll hit the Container Apps vs AKS decision early. Both containerize your agents. Both scale. But they… Read More »Azure Container Apps vs AKS for Agentic AI: What Industrial SMEs Should Choose
A practical guide to building a multi-agent industrial copilot: intent router, dynamic tool registry, LLM planner, parallel executor, and evidence-driven summarization with traceability.
Step-by-step implementation guide for a production digital twin agent: LLM planning, parallel tool execution, graph analysis, causal inference, and evidence-based recommendations.
A practical architecture for digital twins and industrial AI agents: unify telemetry, graph relationships, docs, and decision traces into a context graph that improves troubleshooting and automation over time.