The HR team phoned every applicant for the same first round. Now the voice agent calls.
First-round screening meant a recruiter on the phone all week. Neuramonks built a voice agent HR screening solution that calls each applicant from a dedicated number, runs the interview, and scores it against the role.
Delivered for the HR team
- 60%
- Less HR workload
- 40%
- Faster hiring cycles
- Voice
- First round by phone
- Parallel
- Many calls at once
Delivered for the L&D team
- 60%
- Less HR workload
- 40%
- Faster hiring cycles
- Voice
- First round by phone
- Parallel
- Many calls at once
The Client's Problem
A recruiter on the phone, running the same first round all week.
- Recruiters dialling applicants one at a time
- Agents calling many applicants in parallel
- Calls squeezed into a recruiter's diary
- Applicants called as soon as they apply
- Notes written from memory after each call
- Every answer scored against the role
What We Delivered
Six pieces of work, one screening round.
- 01 · Voice AI
- First-round interview agent
- Runs automated first-round interview calls with each applicant by phone.
- 02 · Telephony Integration
- Dedicated outbound line
- Calls placed from the client's own number.
- 03 · Speech Engineering
- Real-time speech understanding
- Follows the answer given, not a fixed script.
- 04 · NLP Engineering
- Answer scoring
- Rates responses against the requirements of each role.
- 05 · Platform Engineering
- Concurrent call handling
- Many agents calling different applicants at once.
- 06 · Product Engineering
- Shortlist review console
- HR reviews scored calls instead of raw applications.
· Across all six · Candidate data
- Consistent, auditable scoring
- Every candidate assessed on the same recorded criteria.
- Call recording controlled
- Recordings and transcripts encrypted, retained to your policy.
- Access-controlled by role
- Recruiters and hiring managers see only their own scope.
Recruiters on the phone all week?
We scope which pieces your build actually needs, in 30 minutes.
The Result
The first call happens without a recruiter making it.
Applicants are called as soon as they apply, by an AI voice screening agent for recruitment that follows the conversation rather than a script, and every call — averaging under 8 minutes — is scored the same way. HR reads a ranked shortlist instead of dialling.
60%
Less HR workload, with hiring cycles 40% faster once the first call no longer waited on a recruiter.
How The Engagement Ran
Four phases, questions to shortlist.
- Phase 1
- Discovery
- Screening questions and role criteria captured with HR.
- Phase 2
- Voice agent
- Telephony wired to the dedicated line, interview built.
- Phase 3
- Scoring rubric
- Answer evaluation tuned against HR's own judgements.
- Phase 4
- Scale and rollout
- 3 concurrent lines load-tested over 2 weeks, then the shortlist console released.
- Voice AI
- Telephony integration
- Speech-to-text
- LLM
- ATS integration
Why Neuramonks
Why the HR team chose Neuramonks.
- Outcome-driven delivery
- Workload and cycle-time targets set before development started.
- Consistent by design
- The same criteria for every candidate, recorded.
- Human decision at the end
- HR chooses who progresses, not the agent.
- Voice agents in production
- A voice agent HR screening solution running live, not a scripted phone menu.
Common Questions
What teams ask about this build.
How does the voice agent interview an applicant?
This AI voice screening agent for recruitment calls them from a dedicated number, asks the first-round questions, follows the answers in conversation, and scores each response against the role.
Does the AI agent decide who gets hired?
No. It screens and scores; HR decides who progresses. The agent never makes the hiring decision.
Can it run automated first-round interview calls for several applicants at once?
Yes. Up to 3 calls run in parallel, so applicants are reached within minutes of applying rather than queued behind a recruiter's diary.
How is this different from a scripted IVR or chatbot screener?
A scripted IVR reads fixed prompts. This voice agent HR screening solution follows the applicant's actual answers in real time and scores each one against role criteria instead of just logging keypresses.
What did the engagement include?
The voice interview agent, telephony integration, speech understanding, answer scoring, concurrent call handling and the shortlist console.
