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Case StudyAI InterviewSaaSEngineering Hiring

How a Bangalore SaaS startup cut time-to-hire by 60% with structured AI interviews

A 75-person B2B SaaS company replaced manual phone screens with EchoHire's AI interview platform and shortlisted engineers in 3 days instead of 3 weeks.

B2B SaaS · 50–200 employees · Bangalore, India Bangalore, India
Time-to-shortlist
−60%
21 days → 8 days
Recruiter hours saved
120 / mo
Offer acceptance
+18%

The starting point

The customer is a 75-person B2B SaaS company hiring 6–10 engineers per quarter for React, Node, and platform roles. Before EchoHire, their funnel looked like this: post on LinkedIn / Naukri → HR generalist screens resumes for keywords → 30-minute phone screen → senior-engineer technical loop. The bottleneck was the phone-screen step: senior engineers were burning ~12 hours/week each on first-round screens, most of which ended in "no".

What changed with EchoHire

  • AI resume screening on every inbound application, scored against a frozen JD-aligned rubric.
  • AI first-round interviews replaced the 30-minute phone screen. Candidates take it async, in their own timezone.
  • Bi-directional sync with Lever so the recruiting team didn't change pipeline tools.

Results after 90 days

  • Time-to-shortlist dropped from 21 days to 8 days on engineering roles.
  • Recruiter hours saved: ~120 per month, redirected to candidate experience and onboarding.
  • Offer acceptance rate up 18%, attributed by the customer to a much faster process.

What the customer says

"The biggest unlock wasn't even the time saved — it was that every engineer now arrives at the technical loop with a structured evidence report. Our seniors spend the loop probing depth, not re-doing the screen."

How they roll it out

One role first (Senior React Engineer), measured the baseline (time-to-shortlist and senior-engineer hours), then expanded to all engineering roles after week 4. Lever stayed the system of record; EchoHire scores and evidence reports sync back automatically.

Customer name anonymized at their request. All metrics are reported directly by the customer and reflect a 90-day measurement window.

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