AI Agents in Enterprise Workflows: Five Practical Scenarios
By 2026 AI agents have moved from demo to production. Five practical scenarios — from support triage to financial reconciliation — and the architecture decisions that matter.
By 2026 AI agents have moved from demo to production. Five practical scenarios — from support triage to financial reconciliation — and the architecture decisions that matter.
Retrieval Augmented Generation grounds the LLM in the organisation's own knowledge base, reducing hallucination and giving every answer a traceable source. The three layers of a well-built RAG system.
Large language models moved from demo to production in a year. Three practical patterns for integrating them into enterprise systems, with the risk mitigations that matter.
A model that shows 92% accuracy in a notebook delivers no enterprise value until it is in production. MLOps is the discipline that maps the road from training to sustained operations.
Five trends distilled from Gartner's 2026 Data & Analytics Magic Quadrant and Hype Cycle — what enterprise data strategy should plan for.