Hiring assessments analytics dashboard for HR teams

A real-time analytics dashboard giving HR teams clear visibility into hiring assessments, with reports, alerts and simple forecasts.

Target audience

HR teams

Problem solved

HR teams often overpay for hiring assessments because pricing is opaque and alternatives are hard to compare.

Solution

Start with a no-code prototype, prove demand with paying users, then rebuild on Vector databases/scikit-learn for scale.

Technologies

Vector databases, scikit-learn, Hugging Face

Monetization

Model marketplace revenue; Usage-based API pricing

Challenges

Shortage of ML talent; Keeping models updated

Improvements

Build an analytics dashboard so users can measure their ROI clearly.; Introduce tiered pricing with a free starter plan to lower adoption friction.