Operations

Operations guides look at the work that keeps a company running behind the revenue line: finance operations, procurement, service desks, document handling and the enterprise systems that hold them together. Much of the current change in this area comes from workflow automation and AI agents, and most of the marketing around both is ahead of what the tools reliably do.

We start with definitions, because vendors use the same words for very different products. Robotic process automation follows fixed scripts; workflow tools connect systems with rules; chatbots answer questions; agents use a language model to decide which tools to call. Knowing which one you are being sold tells you what can go wrong and what it will cost to run.

Our guides then cover where these tools work today and where they don't. High-volume, rules-heavy work with clear inputs, such as invoice matching, ticket triage and document extraction, is where most successful projects start. Work that needs judgement, accountability or access to sensitive systems needs tighter controls. We explain the governance frameworks and regulations that apply, including risk-management guidance and the EU AI Act timelines, and how to measure whether a pilot is worth expanding. We also cover the costs that are easy to miss, including model usage, platform credits and the human review that every agent still needs.

Each guide ends with a verdict and a rollout plan. Start with the AI agents guide, read the contract review guide for document-heavy legal work, and see the revenue stack guide for how operations systems connect to the rest of the business.