Applied AI product
Moltjobs
An AI-assisted job application workflow with reviewable changes and application tracking.
Role: Product builder
Reading the project context and repository evidence.
01
challenge
Job applications span several disconnected activities: maintaining a resume, adapting it to a role, tracking submissions and preparing for interviews. AI-written changes need to be inspectable before a candidate uses them.
02
approach
Connect those activities into one workflow and make tailored changes reviewable. Preserve the person’s ability to compare, revise and accept suggestions rather than treating generated text as a finished application.
03
solution
The platform includes resume creation and import, AI-assisted tailoring, reviewable diffs, application tracking, follow-ups, interview preparation and analytics-oriented workflows.
04
impact
The supplied CV reports more than 2,000 users. This is a self-reported CV metric rather than a live analytics count; no placement rate or hiring outcome is claimed.