Greenhouse introduced its Orchestrated Hiring Ecosystem on Oct. 15, bringing sourcing and AI interviews into a recruiting workflow as Ashby data showed fewer than 5% of applications for technical and business roles reached interviews.
Ashby’s analysis covered more than 109 million applications across 247,000 jobs from January 2021 through March 2026. In the first quarter of 2026, 3.6% of applications for technical roles and 4.7% for business roles resulted in an interview. Ashby reported rates of about 7% to 8% in 2021.
Greenhouse describes the ecosystem as a response to hiring processes split among websites and separate tools. The company says candidates’ use of AI to apply broadly, alongside employers’ use of AI to screen more submissions, can add volume and weaken trust. In its 2026 research, 80% of surveyed job seekers said they used AI while looking for work. Eighty-six percent of participating U.S. recruiters said AI had been used to draft at least half the applications they received. Greenhouse said the research included 1,200 U.S. job seekers, 219 recruiters and 446 hiring managers.
The company says the ecosystem connects its applicant tracking software with candidate sourcing, interview scheduling and MyGreenhouse profiles, which it says number in the millions. A monthly Dream Job marker lets candidates identify the opening they most want to pursue. For initial interviews, Voice AI follows a structured script and assessment framework, then provides hiring teams with a transcript and evaluation. The company says hiring teams retain control over the final decision. It describes Real Talent as a tool that checks identity and alerts hiring teams to possible fraud, spam or misrepresentation.
Some of the tools were available before the ecosystem announcement. Greenhouse says customers gained access to Voice AI in May 2026, and it introduced Real Talent in June 2025. Sourcing is being tested with a limited customer group; the company has not announced a wider release date or reported results for the combined system.
In a Greenhouse survey, 38% of 1,200 U.S. job seekers said an AI interview prompted them to withdraw from a hiring process. Those respondents were part of a survey of 2,950 active job seekers across the United States, United Kingdom, Germany, Australia and Ireland. The Associated Press reported in May that some applicants are uncomfortable with AI interviews and that employers often use chatbots during screening.
Greenhouse plans to present the ecosystem at HR Tech, running Tuesday through Thursday, Oct. 20-22, at Mandalay Bay in Las Vegas, booth 6027.
