AI software department / Early access
Workforce
A web-app brief.
A build you can inspect.
That spreadsheet your team has outgrown. The feature still waiting in your backlog. Workforce is being designed to coordinate the engineering behind that brief and bring back source, a non-production preview and checks against what you asked for. The goal is a result you can review, not a chat you have to keep steering.
For founders and product teams ready to move a web-app idea into engineering work.
New app or existing project?
The product direction includes new web applications and changes to existing repositories, within a supported scope agreed for the project. Production administration and unrestricted stack support are outside the starting scope.
Workforce is in development. The workflow below shows the product direction; it is not a live product demo.
The story behind the handoff.
Explore the planned approval-app workflow. This is a design example, not completed work or passing test results.
Define the job before the code.
First, settle the questions that make an approvals app useful: who can submit, who can decide and what counts as done. The planned workflow captures those answers, scope and spending limits before implementation.
- What you would review
- A shared brief with roles, acceptance checks and limits.
Move from brief to build.
The department would turn the agreed change into engineering work and coordinate implementation, with blockers visible as it goes. The proposed handoff includes source and an isolated, non-production preview, so you have something to inspect.
- What you would review
- Source changes and a preview you can review against the brief.
Make the build answer to the brief.
A separate verification path would check the actual proposed change, rather than trusting the builder’s summary. For this app: can a requester approve their own request? Does a manager’s decision get recorded correctly?
- What you would review
- Checks of role permissions and the request-to-decision flow against the actual proposed change.
Decide with the work in front of you.
Workforce would bring the source, preview and verification evidence together for your review. You compare the result with the brief. Production release requires separate authorization.
- What you would review
- A reviewable result. You decide what happens next.

