Technology
A focused review of enterprise AI technologies and architectures, from language models, RAG and AI agents to MCP, A2A, on-premise deployment, security and controlled connections to organizational data and systems.
Technology topics
Agent observability: monitoring AI agents
Tracing tool calls, tokens, latency and errors across production agent tasks.
Read full textWhat is A2UI? Interfaces for AI agents
Structured, interactive and controlled interfaces generated by AI agents.
Read full textWhat is Agentic RAG? Multi-step search
Multi-step Retrieval, Agent decisions and enterprise knowledge use cases.
Read full textWhat is MCP? AI and enterprise tools
An open standard for controlled AI-agent access to organizational tools, data and services.
Read full textWhat is A2A? Communication between AI agents
A protocol for agent collaboration, task delegation and result exchange.
Read full textWhat is On-Premise AI?
Deploying models internally for greater control over processing, networks and data flows.
Read full textConnect AI to your organization’s knowledge and workflows
With Aivan, approved documents, data and systems can power intelligent assistants and workflows.