Articles
Reference articles and Aivan analysis on designing, evaluating and governing enterprise AI, focused on technical and management decisions, security, grounded responses and controllable architectures.
Reference articles on enterprise AI
From AI assistant to agent: toward execution
How enterprises move from suggestions and answers to delegated, controlled agent execution.
Read full textControlling AI-agent cost: tokens, tools and Context
Practical controls for Context, tool calls, retries and multi-step agent execution.
Read full textWhy do grounded AI answers matter?
Citation, Grounding, RAG and source evaluation for enterprise answers.
Read full textWhat is AI Governance? Managing AI
AI governance, ownership, access, evaluation, oversight and risk management.
Read full textContext Engineering: beyond Prompt Engineering
Designing Context, knowledge, tools and permissions for more dependable enterprise answers and agents.
Read full textMulti-agent: when are several agents better?
Multi-agent architecture, the orchestrator role, cost, security and real enterprise use.
Read full textConnect AI to your organization’s knowledge and workflows
With Aivan, approved documents, data and systems can power intelligent assistants and workflows.