Barbados needs AI engineers who understand the service

A Forward Deployed Engineer, or FDE, works with a team to understand a service problem and build a solution in its real environment. For AI projects, the role includes workflow discovery, integration, testing, deployment and handover.

FDE, explained

An FDE, or Forward Deployed Engineer, is an applied engineer who works close to the people facing a real operational problem. The role combines software and AI engineering with discovery, workflow design, evaluation, deployment, user support and handover. The goal is a system that fits the work and can be assessed in its real context.

Bajan professionals and service teams: where to begin

In tourism, financial services and professional support, quality depends on context and trust. A focused assistant that helps staff find approved information may be worth testing; an unreviewed system making a consequential decision needs a very different level of control.

Value comes from measured implementation

The FDE identifies decisions that must stay with a person, gathers representative examples and tests failure cases. A pilot should track accuracy, time, correction and escalation. Good field engineering leaves documentation, a named owner, monitoring criteria and a rollback path.

Set a baseline before a pilot. Use representative examples, include cases where the system should decline or escalate, and measure quality as well as speed. Keep people accountable for consequential decisions, use authorised data, and document how the system can be paused or changed.

Further reading

• OpenAI: Agents
• OpenAI: Evaluate agent workflows
• NIST: AI RMF Generative AI Profile

Learn the practice

StarApple AI’s applied Forward Deployed Engineer for AI course teaches the field loop through an eight-week curriculum and a capstone project.