AI-Native Hiring Assistant

A tool that goes beyond keyword matching to help recruiters make smarter hiring decisions by automating admin tasks while keeping human judgment in the loop for critical decisions like sourcing, filtering, and stage progression. Target: mid-market HR teams and recruiting agencies.

Recruiting software is under genuine pressure right now — applicant volumes have spiked post-ChatGPT as AI-generated resumes flood ATS inboxes, and HR teams are actively looking for tools that filter signal from noise rather than just parse keywords. Greenhouse and Lever dominate the ATS layer but neither has moved aggressively into AI-assisted decision support, leaving room at the workflow layer. The $2k–10k MRR band is plausible for agency or mid-market HR buyers since recruiting tools have historically commanded decent per-seat pricing, but getting above $2k requires either a multi-seat deal or enough workflow lock-in to justify the spend over free GPT wrappers. The most likely failure mode is distribution — HR buyers are notoriously slow to switch tools, procurement cycles are long, and without a direct integration wedge into an existing ATS, adoption stalls before the product proves its value.