AI FDE

AI FDE is a training and certification platform for engineers who want to master the art of deploying AI in real-world customer environments. It focuses on the FDE (Forward Deployed Engineer) delivery loop: customer discovery, solution scoping, architecture, evaluation, production risk, rollout, and adoption. Instead of dry theory, you get practical, scenario-based assessments that mirror the messy decisions you'd face on the job. Each topic presents ten customer-style questions with multiple-choice answers, accompanied by a learning infographic and an AI tutor that explains why one answer is stronger than the others.

The platform is built around two levels: L1 Foundations (11 topics like Customer Discovery, Data and Integration, Enterprise Knowledge Base) and L2 Workflow (8 topics). To earn a certificate, you need to answer at least 8 out of 10 questions correctly in each topic and complete 4 qualified topics in the same category. The exam interface includes a progress tracker and a quick diagnostic that lets you jump into a specific topic's practice questions. The AI tutor provides instant feedback, helping you understand the reasoning behind each correct choice — a feature that makes the learning stick far better than a static answer key.

This tool is ideal for forward deployed engineers, AI consultants, or anyone whose job involves taking AI from a vague customer request to a production system that actually works. The scenarios – like handling conflicting stakeholder goals, dealing with missing latency requirements, or spotting when a customer's historical data is too clean to be realistic – are exactly the kind of judgment calls experienced FDEs make daily. If you're preparing for a role at a company that deploys custom AI solutions, or you just want to sharpen your field judgment, AI FDE offers a focused, no-fluff way to test and prove your skills.