FDE / Learning path

FDE: put engineering capability at the business front line.

FDE (Forward Deployed Engineer) is not a front-end developer or a strategy-only consultant. It is the person who discovers, designs, builds, deploys and improves a solution with the business.

Read the FDE Bluebook See project evidence

OPC / FDE / AI

The value is connecting business context, engineering ability and production outcomes. AI coding amplifies the work; it does not replace judgment or delivery responsibility.

Real problems first

From discovery to production

Turn delivery into capability

Make the role clear

FDE is not simply a programmer who uses AI.

The value is connecting business context, engineering ability and production outcomes. AI coding amplifies the work; it does not replace judgment or delivery responsibility.

Real problems first

Start from business goals and constraints, not from a technology stack or a polished demo.

From discovery to production

Clarify requirements, design the system, collaborate on the build, deploy, train and track adoption.

Turn delivery into capability

Convert field experience into products, templates, SOPs and reusable team methods.

The FDE loop

Discover, produce, deploy, then make the next delivery easier.

Learn FDE through a complete small delivery, not by memorizing a job description.

Discovery: understand the field

Observe the workflow, constraints, data and real sources of loss with the people doing the work.

Output: problem definition, scope and success metric

Scoping: design a shippable solution

Break the problem into data, permissions, workflow, interfaces and human collaboration.

Output: solution, tasks and risk list

Build: make a usable version

Use AI coding, agents and existing systems to shorten the path to something the business can validate.

Output: runnable prototype or production candidate

Deploy: drive adoption

Handle deployment, permissions, training, feedback and exceptions so the system enters real work.

Output: production use and measurement

Reflect: reuse what worked

Identify what should become standard, what belongs in the product and what the next delivery can borrow.

Output: case, SOP, template and reusable capability

For whom

A capability path connecting business and technology

You may come from business, product, engineering or an OPC. What matters is owning real outcomes and filling the gaps on the other side.

Business practitioners

You know the workflow best and want to turn repetitive work into tools you own.

Product and engineers

You can build systems and want to understand customer context, adoption and business results.

OPC operators and indie builders

You need to discover, build, deliver and document at the same time.

Learning materials

Start with a complete set of materials

Build the concept first, then turn it into delivery ability through real projects and AI coding.

System material

FDE Bluebook

The essence, dual-loop delivery, implementation path and talent model of FDE.

继续阅读

Enterprise context

Enterprise Finance AI Bluebook

How AI enters real roles, workflows, data and governance.

继续阅读

Evidence

Explore AI delivery projects

See scope, delivery time, adoption and stop decisions in the project archive.

继续阅读

Practice

Bring one real business problem to FDE.

The endpoint is not knowing a job title. It is getting a problem into production and leaving something reusable behind.

See the OPC action path