AI + Expert technical hiring

AI conducts the first round. Verified experts take the final call.

Futuremug's AI interviewer screens technical candidates against your JD, with dynamic follow-ups, evidence-linked scoring, and a report you can defend to any hiring manager. Shortlists escalate to 5,000+ verified expert interviewers only when it matters.

Run a 10-candidate pilot on your live JD See a sample evidence report

Prefer to explore alone? Try 2 free interviews, no card needed.

Conversational AI interview
Dynamic follow-up questions
Real-time transcript
Human expert escalation

Candidate on camera during a live Futuremug AI interview — From a live Futuremug interview. The transcript writes itself as the candidate speaks.

5,000+verified expert interviewers for the rounds that need a human

6 productsResume-JD Match, ATS, Assessment, AI Interview, Human Interview, Outsourcing

Pay on answerA credit is used only after the candidate answers the first question

No installCandidates join from the browser with one link

The problem

Your engineers are your interview panel.

Every first-round interview can cost 45 to 60 minutes of senior engineering time, and most of it goes to candidates you were going to reject anyway. That time comes straight out of delivery.

Recruiters screen on keywords
A CV says "React" or "microservices". Nobody checks what the candidate can actually explain until an engineer is already in the room.
Engineers repeat the same round-one questions
The same basics, asked again and again, pulled from billable or sprint work each time.
Good candidates wait, then leave
While panels are booked out, strong candidates accept other offers.

How it works

From JD to decision, with AI and humans where each belongs

AI takes the volume steps. Verified experts take the depth steps. You keep the decision.

Your JD + applicants

Resume-JD Match AI

Assessment optional

Agentic AI interview AI

Evidence report + AI shortlist AI

Expert interview Futuremug

Your decision

Illustrative flow. Dots show how candidates narrow at each step, not real data.

1
Your JDUpload the role or let the AI write it; mark mandatory skills and your pass bar.
2
Resume-JD MatchCVs ranked against the JD by your skill matrix or by AI, before anyone is interviewed.
3
Assessment (optional)Add a coding test when the role needs it.
4
Agentic AI interviewLive voice interview: asks, listens, follows up on every claim.
5
Evidence report + AI shortlistEvery score traced to what the candidate said, ranked with reasons.
6
Futuremug expert interviewVerified experts validate the shortlist, starting from the probe list.
7
Your decisionYou make the call, with evidence behind every recommendation.

Agentic AI interview

An interviewer doesn't read from a list.

They listen, probe, and go deeper where it matters. Futuremug's AI plans the interview from your JD and the candidate's resume, asks, listens and follows up, then shows the evidence behind every score.

Static question form Illustrative

Form

Describe your experience with React.

Candidate

I optimised React re-renders on our dashboard.

Form

What is the virtual DOM?

Moves to the next scripted question. The claim is scored on keywords and never tested.

Futuremug AI interviewer Illustrative

AI interviewer

Describe your experience with React.

Candidate

I optimised React re-renders on our dashboard.

AI interviewer

How did you measure the re-renders, and what changed?

Probes the claim. Specifics are hard to fake, and the answer becomes evidence in the report.

Where humans stay in charge. Final hiring decisions, senior and leadership roles, culture fit, and niche skills beyond the AI's confidence all go to people. The AI's job is to make sure the people only spend time on the right candidates.

Technical evaluation

Skills from your JD, checked one by one

The AI turns your JD into a skill matrix, makes sure every mandatory skill gets questioned, and records how deep the candidate actually went, from "stated only" to "applied".

Built on your interview priorities, not just total experience

Rank every skill by your interview priorities, from mandatory to required.
Set the proficiency you expect in each skill, instead of one experience range for the whole JD.
Handle new niche skills: a role can need 15 years overall but only 1 to 2 years in a niche skill, and the skill matrix lets you say so.

Skill, priority and level needed	Questions	Depth shown	Evidence
React performanceMandatoryExpert · 5+ yrs	3	Applied	Named tool, cause and fix
State managementMandatoryAdvanced · 3+ yrs	2	Applied	One real example
API integrationRequiredAdvanced · 3+ yrs	2	Partial	No failure handling
TypeScriptRequiredWorking · 1 to 2 yrs	1	Stated only	On CV, not shown
Frontend testingRequiredWorking · 2+ yrs	2	Gap	No practice described

Illustrative example for a Senior Frontend Engineer JD, 8+ years overall

The evidence report

Every score shows its evidence.

The report, not the interview, is what you actually buy. Five competency scores, an overall score and a verdict from Strong Hire to Rejected, each traced back to what the candidate said, so you can challenge any number in two clicks and share a link or PDF with an engineering manager or client with confidence.

Pick a skill to see its full chain: skill, question, answer, evidence, score, reason, recommendation.

Candidate A · Senior Frontend EngineerAI interview · 30 min · Completed

Illustrative example

RecommendationHire, escalate to expert

Skill scorecard

Evidence chain

90-second first pageRecommendation, skill scorecard and top evidence, readable before a meeting.
Honest uncertaintyConfidence levels and "escalate to a human" flags where the AI is unsure.
Skill gapsWhat the JD needs that the candidate didn't demonstrate.
Full audit trailTranscript and recording playback behind every excerpt. Recording on Professional and Enterprise.

Get the full sample report

Read a complete report from a real Futuremug interview, shared the way your team would receive it.

Candidate experience

Fair for every candidate, easy to join

For staffing firms, candidates are the product. Candidates take the interview at a time that suits them, in the browser with nothing to install, and every candidate for a role gets the same interview standard and the same checks before the first question.

Futuremug setup screen with camera preview, microphone check, face verification and screen sharing steps

1
Camera and microphone
The candidate allows access and picks their mic, speakers and camera.
2
Voice, camera and face checks
A short sentence passes the microphone level test, the camera is checked, and face verification confirms exactly one face.
3
Full-screen share
Start Assessment stays locked until the whole screen is shared.

Also built in for candidates

Emailed one-click join link
Passcode-protected entry
Guided instructions page
Consent before starting
Live captions
Clear completion screen

AI + Expert

AI handles volume. Experts handle depth. You make the call.

AI-only platforms ask you to trust a score. Futuremug hands the shortlist to a network of 5,000+ verified expert interviewers, or to your own panel, together with what to check next.

Screens every candidate

Matches every CV to your JD first, by your skill matrix or by AI. Then it runs the first round, follows up on every claim, and scores against the skills your role needs.

Skill-matrix match
AI match

Verified expert

Validates the shortlist

Futuremug expert interviewers take the rounds that need human judgement, starting from the AI's evidence.

You

Decide with evidence

Every recommendation comes with its reasons. Agree, disagree or overrule any score.

The handoff is part of the report

Each report ends with a next-round probe list, so your human interviewer starts where the AI left off instead of starting over.

Illustrative example for Candidate A

Ask them to write a component test for the dashboard filter they described.
Check how they would handle a slow or failing API in that same dashboard.
Confirm the size of the team they worked with on the re-render fix.

Cheat protection · Enterprise

Built-in cheat protection, with evidence you can check

On the Enterprise tier, the browser and camera log integrity events on a timestamped violation timeline, with the exact time and the point in the interview. They're review signals, meant to be weighed with the recording and transcript.

Tab switch and focus loss
Mouse leaving the window
Fullscreen exit and resize
Copy, paste and select-all
Developer tools and inspect attempts
Suspicious keystrokes
Face presence and multiple faces
Camera turned off
Extra participant detected
Screen-share integrity check

Open a real shared report

Opens in a new tab at the security section.

Security detections from a real Futuremug report: two mouse-left-window events and one window-focus-lost event, each with time and interview offset

Use cases

Built for teams with recurring technical hiring

For recruitment and delivery heads

Every submission carries proof.

Recruiters drown in CVs, and clients reject submissions on technical grounds. The AI validates candidates against the client's JD before you submit, so your client sees the evidence, not just your word.

Pilot on one live client JD

Typical workflow

Resume-JD Match
AI interview lead
Expert interview
ATS

For TA heads in IT services

Your engineers interview only the strongest candidates.

Engineers get pulled off billable work for round-one interviews. Standardise the first round for repeated role templates, and calibrate once for every opening of the same role.

Pilot on one role family

Typical workflow

Resume-JD Match
AI interview lead
Assessment
Human interview
ATS

For CTOs and engineering heads

Give your engineers back their sprints.

AI takes round one and your team interviews only the top candidates. Coding rigour stays in Futuremug Assessment, and both signals land in one story. Senior roles go to human experts.

Start with a 10-candidate pilot

Typical workflow

Resume-JD Match
AI interview lead
Assessment (coding)
Expert interview

For agency founders and recruitment heads

Stop submitting CVs. Submit validated candidates.

Multi-client CV floods slow every submission. Match CVs to the JD first, then attach an AI interview report to the candidates you put forward.

Test one JD with your candidates

Typical workflow

Resume-JD Match lead
ATS
AI interview
Expert interview

For CHROs and TA leaders

Consistent first rounds across every team.

Different business units run first rounds differently. Start with one role family, with transcripts, recordings and human validation where the stakes are high, then scale. Security and data-handling documentation is shared during evaluation.

Pilot one role family

Typical workflow

AI interview lead
Assessment
Resume-JD Match
Human interview
ATS

Already use Futuremug experts? Let AI take round one so your panel only sees validated shortlists. We'll add 10 AI interviews to your account and measure agreement with your experts together.

Add AI to my account

Fits the workflow you already run

ATS integration, secure API keys, and signed webhooks that fire when an analysis is complete. SSO options differ by account. Tell us which ATS you use and we'll confirm what connects before your pilot starts.

Check my ATS

Full feature list

Every feature, area by area

More than 120 features across the interview, the candidate experience, reports, scheduling and your hiring workflow. Pick an area to see what's included.

An AI interviewer that runs a real first round

A spoken conversation planned from your JD and the candidate's resume, paced to the minute, with follow-ups wherever an answer is thin.

Every interview follows five structured stages

Welcome and introduction
Experience walkthrough
Core technical deep-dive
Candidate questions
Wrap-up and conclusion

Real-time voice conversation
Questions driven by your job description
Resume-aware questioning
Your own custom question sets
Adaptive follow-up questions
Depth-based probing on every claim
Multiple interviewer voices
Selectable interviewer tone
Indian English support
Live pacing and timekeeping
Graceful, on-time closing
Handles candidate interruptions
Candidate Q&A segment

Easy to join, the same checks for everyone

Candidates join in the browser from one link. Nothing to install, and every candidate passes the same checks before the first question.

One-click join link
Passcode-protected entry
Guided instructions page
Consent before starting
Device selection
Microphone level test
Camera check
Identity face verification
Full-screen sharing
Live captions
Clear completion screen

Cheat protection you can verify

Every event lands on a timestamped violation timeline, with the exact time and the point in the interview, so reviewers check the recording instead of guessing.

Enterprise

Face presence monitoring
Multiple faces detection
Camera-off detection
Extra participant detection
Tab switch detection
Window focus loss
Window resize tracking
Full-screen exit detection
Copy attempt detection
Paste attempt detection
Select-all detection
Developer tools detection
Inspect attempt detection
Suspicious keystroke tracking
Mouse leaving the window
Screen-share integrity check
Timestamped violation timeline

Recordings that survive a bad connection

Screen, camera and audio are captured together and uploaded in the background, so a dropped network or a browser crash doesn't cost you the interview.

Professional and Enterprise

Screen, camera and audio capture
One composite interview video
Crash-safe local buffering
Resumable background upload
Tolerates network drops
Recordings verified complete
Retention based on your plan
Secure playback links
Automatic refund if a recording fails

Choose the interview type, per interview

Recording only
Proctoring only
Recording plus proctoring
Switch features per interview

Invite one candidate or a whole list

Schedule in bulk, pick the window that suits the role, and let automated email invites do the chasing.

Bulk candidate scheduling
Rolling 24-hour window
Fixed date and time
Custom time window
Flexible interview duration
Timezone-aware scheduling
Automated email invites
Resend invitations
Grace period extension
Cancel and reschedule
Pre-scheduling fit analysis

A full analysis the moment the interview ends

Five competency scores, an overall score and a hiring verdict, each backed by the candidate's answers, the transcript and the recording.

Five competency scores, plus an overall score

Technical competency
Problem solving
Communication
Role fit
Practical experience
Overall score

Strong HireRejected

Hiring verdict bands, from Strong Hire to Rejected

Automated post-interview analysis
Hiring verdict bands
Hiring recommendation
Job-resume match score
Per-question answer review
Strengths and improvement areas
Risk flags
Technical skills breakdown
Behavioural skills breakdown
Integrity summary
Full interview transcript
Recording playback in the report
Downloadable PDF report
Shareable report link

Speech insights

Speaking pace
Filler word usage
Response delay
Tone and confidence

Behavioural skills assessed

Communication
Industry awareness
Engineering mindset
Attitude
Teamwork
Problem solving
Analytical skill

From job post to shortlist in one place

Write the JD, publish the role, collect applications and move candidates through the pipeline without switching tools.

AI job description writer
Job description structuring
Reads uploaded job descriptions
Skill matrix: priority, proficiency and years per skill
JD-to-CV match, skill-matrix or AI based
Resume parsing
Bulk resume upload
Public careers page
Online job applications
Candidate pipeline tracking
Recruiter and company roles

Insights for leaders, hooks for your systems

See hiring across the organisation, by job and by recruiter, and push results into the tools you already run.

Organisation overview dashboard
Job-level insights
Recruiter performance view
Report listings and filters

Integrations

ATS integration
Secure API keys
Signed webhook notifications
Analysis-complete events

Pay for the minutes that actually happen

Prepaid credits, billed on real interaction time, with everything your finance team needs to reconcile.

Prepaid credit plans
Pay-per-minute interviews
Billed on exact interaction time
Unused time returned
Usage history and statements
GST-compliant invoices

Built for security and compliance reviews

Candidate data stays inside your organisation, behind the roles you set, for as long as you choose to keep it.

Role-based access control
Organisation data isolation
Encrypted secrets at rest
Rate-limited access
Candidate consent notices
Configurable data retention

Badges mark features tied to a plan. Everything else is part of the platform. Ask us to confirm what your account includes.

Why Futuremug

Volume and validation, with the evidence shown

AI-only asks you to trust a score. Human-only doesn't scale. Assessments test knowledge, not conversation. Futuremug combines all three.

	AI-only interview	Human-only interviews	Coding assessment	Futuremug
Screens large volumes quickly	Yes	No	Yes	Yes
Tests conversation and applied experience	Partly	Yes	No	Yes
Shows the evidence behind each score	Varies	Depends on notes	Test results only	Yes
Human expert validation	No	Yes	No	5,000+ verified experts
Evaluates code	Varies	Yes	Yes	With Futuremug Assessment

Pilot and pricing

Test us on your hiring, not on a demo

Most teams start with a 10-candidate pilot on one live JD: your candidates, your criteria, reviewed side by side with your current process.

10-Candidate Technical Validation Pilot

For teams screening technical candidates every month.

₹4,999all-in, plus GST

10 Professional 30-minute AI interviews on your live JD
JD calibration and a success-criteria workshop
60-minute review with side-by-side candidate cases
All overtime included: no variable charges during the pilot
100% credited against your first monthly pack within 30 days

ScopeJD and criteria
CalibrateWithin 3 days
InterviewYour candidates
ReviewResults vs criteria

Request a pilot

Runs in 2 to 3 weeks.

Self-serve, pay per interview

From ₹99 per interview. A full 30-minute interview is ₹189.

Plan	15 min	30 min	Includes
Essential	₹99max ₹147	₹189max ₹237	Voice AI, dynamic questions, transcript, analytics
Professional	₹149max ₹197	₹269max ₹317	Everything in Essential, plus recording and enhanced reports
Enterprise	₹199max ₹247	₹319max ₹367	Everything in Professional, plus proctoring, integrity and enterprise analytics

2 minutes freeWrap-up time is never billed
₹6 per extra minuteOnly when the AI probes deeper
Hard cap at +10 minEvery interview has a known maximum
Strict modeLock interviews to the included time

Overtime is billed on actual minutes only. GST 18% extra; international +20%. A credit is used only after the candidate answers the first question. Prepaid packs of 100 to 1,000 interviews stack. Usage history, statements and GST-compliant invoices are in your account.

Try 2 free interviews

Two Essential 15-minute interviews, no card, no expiry.

Monthly credit plans

For recurring hiring: 100, 250 or 500 interviews a month with rollover, a monthly overtime ceiling and quarterly invoicing. Talk to us

AI + Expert bundles

An AI first round plus a Futuremug expert final round, priced per role. Ask for a quote

FAQ

Questions buyers ask us

Is the AI's evaluation trustworthy?

You don't have to take it on trust. Every score links to what the candidate said, with the reason for the score and a confidence level. Where the AI is unsure, it flags the candidate for a human. You can overrule any score.

Can candidates cheat?

Dynamic follow-ups ask for specifics about the candidate's own work, which are hard to fake. On the Enterprise tier, the interview also watches for tab switches, focus loss, copy and paste, developer tools, suspicious keystrokes, the camera going off, extra faces or participants, and breaks in the screen share, and places each event on a timestamped timeline for review.

What happens after the AI shortlist?

Shortlisted candidates can go to Futuremug's 5,000+ verified expert interviewers or to your own panel. The report includes a list of what the human interviewer should verify next.

Can AI evaluate coding?

The AI interview evaluates conversation and applied experience. For coding, pair it with Futuremug Assessment so both signals sit in one evaluation. We don't claim the AI interview replaces a coding test.

Can AI interview senior candidates?

We recommend human experts for senior and leadership roles, and the AI for volume first rounds.

What happens if an interview runs long?

The first 2 extra minutes are free. After that it's ₹6 per minute, with a hard stop at 10 extra minutes, and you're billed only for minutes that actually happened. If you want no variable cost at all, strict mode locks every interview to its included time. You'll always know the maximum before you spend a rupee.

Which languages are supported?

Interviews run in English, with support for Indian English. If your roles need another language, tell us and we'll confirm current support before you start.

How is candidate data handled?

Candidates see a consent notice before the interview starts. Inside Futuremug, access is role-based, each organisation's data is isolated, secrets are encrypted at rest, access is rate-limited, and you configure how long data is retained. We also share our data-handling and security documentation during evaluation, so your security or compliance team can review it before any candidate is invited.

How do candidates get invited?

Schedule one candidate or a bulk list in a rolling 24-hour window, at a fixed date and time, or in a custom window, in each candidate's own timezone. Futuremug emails the invite with a one-click, passcode-protected link. You can resend invites, extend a grace period, or cancel and reschedule.

What if a candidate's connection drops?

Recordings are buffered on the candidate's device and upload in the background, so a network drop doesn't lose the interview. If a recording still can't be completed, you're refunded automatically.

Does it connect to our ATS?

Futuremug offers ATS integration, secure API keys, and signed webhooks that notify your systems when an analysis is complete. Tell us which ATS you use and we'll confirm what connects before you start.

What's in the free trial?

Two Essential 15-minute interviews with no card and no expiry, including the voice AI, dynamic questions, transcript and analytics. Free interviews are capped at their included time, so overtime is never charged.

How does the pilot work?

We agree success criteria with you, calibrate the AI to your live JD within 3 days, and interview 10 of your real candidates. Then we review the results against your criteria in a 60-minute meeting. The ₹4,999 pilot fee (plus GST) includes all overtime and is credited against your first monthly pack if you continue within 30 days.