Field workbench for forward deployed engineers

A client-site delivery log and knowledge base for forward deployed engineers

Problem

The AI boom has created strong demand for forward deployed engineers who embed with clients, understand requirements and ship custom solutions. They gain unique visibility into client environments and problems, but those insights scatter across chats, meetings and personal notes, vanish when a project ends, and are hard to reuse or use to prove value; many also feel treated as glorified consultants.

Solution

A lightweight workbench for field delivery: log environment quirks, pitfalls, custom changes and decision rationale per client/project, auto-generate reusable delivery handbooks and weekly reports, and build a searchable private knowledge base for the next project or teammate.

Users

Forward deployed engineers in AI/data, solutions engineers, embedded consultant-style indie devs

MVP

Workspaces per client/project; quick capture of env quirks, pitfalls and decisions; one-click weekly report/handoff docs; private searchable knowledge base; Markdown export

Revenue

Individual subscription, per-seat team plan; enterprise private deployment with SSO

Why now

AI adoption increasingly requires on-site custom delivery, this role is growing fast but lacks dedicated tooling, and generic note apps cannot handle environment quirks or handoffs