Hi Anaya, a senior Go role on a payments team. Hybrid, with the salary band in the brief.
Anaya
Interesting. How many days in the office?
Zia
Three days in Bangalore. Want a voice interview this week?
Zia
Booked: interview Thursday 16:30
Naira report cardVoice · Naira
Maya Thompson·Applied for Collections Specialist·Interviewed Sep 27, 2026, 38 min
74.0/ 100 overall
AlignedIntegrity 96%English (CEFR) B2
Strongly not alignedAlignedStrongly aligned
“Clear, calm caller who secured a payment plan without pressure tactics; audit caught 4 of 5 compliance slips. Speaks fluently at a natural call pace.”
Handle a Customer Who Disputes a Past-Due Balance
M2Voice only
Module Score4.1 / 5
Strengths
Verified identity before discussing the balance
Offered a concrete 3-month plan unprompted
Weaknesses
Slight hesitation stating the exact due date
Did not repeat the total balance for confirmation
Evidence (transcript quotes)
“I understand this is frustrating — let's find a plan that works for you and confirm it today.”
Naira report cardVoice · Naira
Maya Thompson·Applied for Collections Specialist·Interviewed Sep 27, 2026, 38 min
74.0/ 100 overall
AlignedIntegrity 96%English (CEFR) B2
Strongly not alignedAlignedStrongly aligned
“Clear, calm caller who secured a payment plan without pressure tactics; audit caught 4 of 5 compliance slips. Speaks fluently at a natural call pace.”
Handle a Customer Who Disputes a Past-Due Balance
M2Voice only
Module Score4.1 / 5
Strengths
Verified identity before discussing the balance
Offered a concrete 3-month plan unprompted
Weaknesses
Slight hesitation stating the exact due date
Did not repeat the total balance for confirmation
Evidence (transcript quotes)
“I understand this is frustrating — let's find a plan that works for you and confirm it today.”
Reading the offer letter, what a 90-day notice really means, what the role is actually asking for. Zia answers them in the conversation, at whatever hour they are asked.
Zia, the candidate-facing agent, answers the routine questions candidates would otherwise send to a recruiter: explaining offer letter components, working through notice periods and realistic start dates, clarifying what a role involves, and setting expectations about the process. She answers over email, WhatsApp, phone or web, and what she learns reaches the candidate record.
The invisible half of a recruiter’s week
Nobody tracks it, so nobody manages it. A candidate wants the offer letter explained. Another asks what a ninety-day notice period really means for their start date, and whether a buyout is normal. A third has read the job description twice and still cannot tell whether they are actually a fit. A fourth wants to know what happens after the assessment.
Each of these takes four minutes, arrives at an inconvenient time, and is the same question you answered last week for somebody else. Across twenty live candidates it is most of a day, and it is the work that gets deprioritised when a role goes hot, which is exactly when candidates go quiet.
The questions do not stop when you get busy. The answers do, and that is when candidates go cold.
Zia answers them in the conversation
Zia is the candidate-facing agent. She already holds the conversation for screening and assessment follow-up, and she answers the surrounding questions in the same thread, on whatever channel the candidate is using, at any hour they ask. If one email thread runs past a handful of answers in a day, she hands the thread to you rather than carrying on indefinitely.
She will read through an offer letter with a candidate and explain what the components mean. She will work through notice periods, buyouts and what a realistic start date looks like. She will explain what the role actually involves rather than restating the job description, and talk honestly with someone about whether their background lines up.
Two things you get back
The hours. The repetitive questions stop arriving in your inbox. What reaches you is the exception rather than the twentieth version of the same thing.
The information. A candidate talking honestly about a notice period, a competing offer, or a reservation about the role produces facts you need. Those reach your record instead of living in an inbox nobody searches.
The second one tends to matter more than the first. Offer stage is where candidates go quietand talk to everyone except the recruiter, and a conversation happening at all is worth more than the time it saves.
Where she stops
She does not negotiate on your behalf, commit to anything, or invent an answer she does not have. Where a question needs you, it comes to you, and the candidate is told plainly that it has. An agent that guesses at an offer detail creates a much more expensive problem than the one it saved.
Check what she captured before an offer conversation. Notice period, expectation and constraints are usually already on the record.
Watch what candidates ask repeatedly. A question that keeps recurring is usually a job description problem worth fixing at the source.
Common questions
What candidate questions can an AI agent handle for a recruiter?
Explaining offer letter components, notice periods and buyouts, realistic joining dates, what a role actually involves beyond the job description, and what happens next in the process. These are the repetitive questions that consume a recruiter's week.
Does the AI negotiate with candidates?
No. Zia does not negotiate, commit to terms, or invent an answer she does not have. Anything requiring the recruiter is routed to them, and the candidate is told that it has been.
How does answering candidate questions help the recruiter beyond saving time?
The conversations produce facts the recruiter needs. A candidate discussing a notice period, a competing offer or a reservation about the role generates information that reaches the candidate record rather than sitting in an inbox.