The Forward-Deployed Engineer Workbook: From Business Problem to AI Architecture

This workbook is for software engineers, solution architects, and aspiring AI consultants who want to work directly with clients as forward-deployed engineers. You probably know how to build things. The harder part is walking into a room where a vice president has already decided on RAG, the engineers are wary, the end users fear for their jobs, and you have to turn a vague business problem into something that works. Reading about the role only goes so far. This workbook gives you eight exercises that build the actual habits: prototyping quickly so people can react to something real, mapping business problems to a limited set of AI architectures, asking why before accepting a technology request, deciding what not to build, whiteboarding a flow so everyone in the room follows it, learning APIs instead of chasing frameworks, interviewing end users who see AI as a threat, and running separate conversations with executives and engineers. Each exercise has a prompt, an explanation of why it matters, a worked example answer, and the common mistakes to avoid. When you finish, you will have a set of reusable artifacts: a prototype brief, an architecture-fit cheat sheet, a use-case kill list, a whiteboard flow, an interview script, and two conversation outlines. You can bring them to a client or an interview. The approach comes from Edward S Honour, founder of Maludbms, CEO of Kinetic Seas, and author of Oracle How-To. He has built software for decades and has spent that time explaining systems to both technical teams and leadership. His central point is that the outcome matters more than the technology. The exercises follow that point.