Turn candidate chaos into competitive hiring advantage
B2B SaaS helping HR managers optimize hiring pipelines with AI-powered candidate screening.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take Hiring Pipeline Optimizer from MVP shell to operating business.
Large underserved TAM of approximately 100k SMBs actively hiring without adequate enterprise ATS tooling. Proven GTM motion generates 25 demos monthly with 16-20% close rates at sustainable $275-350 ACV, demonstrating strong product-market fit within target segment. AI-driven candidate screening directly addresses acute hiring manager pain and workflow bottlenecks. Recurring revenue model supports clear expansion opportunities as customers scale hiring operations.
Eighty percent of target customers already use Greenhouse, Lever, or Workday and won't pay for redundant tooling without seamless two-way sync capabilities. Hiring AI screening faces regulatory headwinds in NYC, EU, and emerging states, each requiring bias audits and compliance infrastructure. Revenue directly correlates to hiring volume, making the business vulnerable to macro downturns that cut TAM in half. Historical probability of meaningful success stands at thirteen percent.
Best fit is an operator with outbound sales expertise and credibility in recruiting industry dynamics. Ideal candidate is either an existing recruiting agency looking to productize, or a solo SaaS founder with capital to invest $42k and deep comfort navigating hiring AI regulatory requirements. Macro risk tolerance is critical given the business's direct correlation to hiring volume cycles.
From contract signing to operating business.
Three ways in, depending on how much you want to build yourself.
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The full asset bundle transfers to your accounts. Brand, domain, landing, agent spec, financial model, sales kit, founder persona, video. You own it.
A Roll Digital chief operator builds Hiring Pipeline Optimizer for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.