ADEL Insights

Forward Deployed Engineering in practice.

Guidance for engineering teams and AI leaders on the FDE role, production readiness and building lasting capability.

What is a Forward Deployed Engineer?

The role, responsibilities, skills and operating boundaries behind modern forward-deployed engineering.

How the models differ in scope, accountability and customer ownership.

The integration, testing, controls and operating ownership needed beyond a successful demo.

A practical measurement model covering delivery, quality, adoption, ownership and business outcomes.

The roles, standards, coaching and operating model required to make forward deployment repeatable.

How FDEs connect agents to real workflows while preserving security, evidence and human accountability.

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Bishnu Jaisy

Director

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