OriaFlow

OriaFlow evaluates each job opportunity for tech professionals by calculating three metrics—Fit, Chance, and Risk—based on the user’s background, goals, and constraints. The system builds a profile through a conversational interface rather than a static form, then scores posted roles or URLs supplied by the user, highlighting those most likely to lead to an offer. Scores are accompanied by explanations that indicate the confidence level of the assessment.

When a role receives a favorable score, OriaFlow can generate an application kit in a single click. The kit includes an ATS‑friendly resume, a customized cover letter, and interview preparation material, all derived from the same profile data. The generated documents are ready for download without leaving the browser, and the user retains full control over submission.

The product targets laid‑off or actively job‑searching tech workers who want to prioritize their efforts and avoid applying to low‑probability positions. It runs on Anthropic’s Claude model, keeps user data private, and does not use the data to train other AI models. The service is offered experimentally, with a free initial scoring session.