AIPA helped turn a broad hiring-risk idea into a pilot-ready revenue wedge with a clear 90-day MRR target.
SignalSyft helps hiring teams answer the question they already worry about: does this candidate's story actually hold up? Upload the resume, transcribe the interview, and the AI scores authenticity, flags inconsistencies, and gives the team sharper follow-up questions before they make the wrong hire.
Before AIPA, Adam D. had a real pain point, but the value prop was too broad. AI for hiring risk was interesting, but not tight enough to sell quickly.
Inside AIPA, the positioning narrowed into a specific signal-integrity workflow tied to the moments hiring teams already dread: when the resume sounds polished, the interview sounds rehearsed, and the team still has a bad feeling they cannot prove. That sharper wedge made the product easier to explain, test, and package into pilots.
Read the numbers this way: documented revenue is money already earned; market size and any “target” figure describe opportunity, not money earned. Category-level market sizes are estimates.
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Earnings disclaimer: Results vary and are not typical. The stories and figures shown are real but not typical, and no revenue claim has been added beyond the source material. Your results depend on your effort, expertise, and market conditions. Nothing here is a guarantee of income.





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