MMW Mark M@i WordsAGENTIC AI PLATFORMS & SERVICES
Agentic AI Platforms & Services

Agentic AI
for a world
reimagined.

Mark M@i Words (MMW) is a custom agentic AI voice platform and suite of GenAI services. Upload your knowledge base and deploy agentic voice bots that autonomously conduct interviews, place and analyze calls, parse resumes, and answer questions — across recruitment, sales, healthcare and customer service, in 50+ languages. Employers hire faster; candidates practise, get certified and improve.

50+
Languages supported
10+
Industries served
90%
Accuracy rate
24/7
Agentic availability
Two ways in

For employers. For candidates.

Hiring teams schedule and run AI interviews for the workforce they need. Candidates practise the same interview for any company, then get certified and told exactly what to improve.

Employers

Schedule interviews for the workforce you're hiring

Create a role, upload the job description, and schedule AI interviews in bulk. Agents conduct every conversation, score answers against the JD, and hand you comparable, decision-ready reports.

  • Bulk scheduling with email invitations
  • JD-based scoring and skill-gap analysis
  • Role-based access for hiring teams
Employer login
Candidates

Practise a mock interview for any company

Pick a company and a role, sit a full mock interview with the AI interviewer, and get scored on the spot — with a certificate you can share and a clear list of what to improve before the real thing.

  • Unlimited mock practice, any role
  • Shareable MMW certification on completion
  • Personalised improvement plan per answer
Start practising
Inside the Interview Platform — MMW Copilot Live calls

An AI teammate that sits in your interview call

Copilot joins on Microsoft Teams, Zoom or Google Meet — listening, understanding and speaking back in real time. Silent by default; it acts only when you call it.

The wake word

“Hi Mark.”

Then just ask — and Copilot speaks directly to the candidate, naturally, as another voice in the room.

  • “Take the next question.”
  • “Cover the topics we haven't reached yet.”
  • “Follow up on that answer.”
  • “Make the next one harder.”
  • “How much of the role have we covered?”
01

Silent by default

Copilot never interrupts. It keeps a speaker-aware transcript and pairs every question with its answer while you run the conversation.

02

Evidence-based scoring

Answers are scored against evidence drawn from the job description and the candidate's resume, and every piece of supporting evidence is validated before it is trusted.

03

Live coverage tracking

It tracks job-description coverage as the conversation unfolds and tells you what is still open — so no interview ends with a critical skill untested.

04

Honest verdicts

The final score is discounted by how much ground the interview genuinely covered — a thin interview returns “Insufficient Evidence” rather than a confident verdict it cannot support.

05

Defensible reports

When the call ends you get a structured candidate report: skill-by-skill scoring, evidence-backed reasoning, coverage analysis and a hiring recommendation you can defend.

06

Tuned for Indian English — no audio kept

Built on speech models tuned for Indian-accented English, turning every interview into consistent, comparable data — without recording a second of audio.

01 — Why MMW

One agentic platform for voice, hiring and conversations

MMW turns unstructured voice, text and documents into structured, governed intelligence — powered by agentic AI agents that act, evaluate and report on their own.

01

Agentic, end-to-end automation

Agents conduct interviews, place calls and parse resumes autonomously — with auto-start, scheduling and bulk processing built in.

02

Your knowledge base, your voice bot

Upload documents and domain content to customize agentic voice bots that speak and reason in your business context.

03

50+ languages & VoIP

Converse across global and Indian regional languages, with VoIP integration for real-world phone communication.

04

Scoring & conversation analytics

Agentic scoring, sentiment analysis and real-time dashboards give every conversation a measurable outcome.

05

Governed & compliant

Role-based access control and data-privacy compliance (GDPR, CCPA) keep sensitive medical and HR data secure.

06

Custom agentic GenAI services

Strategy, security, LLMOps and validation services to embed agentic GenAI safely into your workflows.

02 — Platforms

The MMW agentic AI platform suite

Seven platforms — with the live Interview Copilot built into the Interview Platform — each purpose-built for a high-value workflow — interviews, resumes, calls, conversations and knowledge.

01
Talent · Hiring

Interview Platform Incl. Copilot

An agentic AI interviewer that conducts live, conversational interviews with real-time scoring and analytics — for employers hiring at scale and candidates practising for a role. Includes Interview Copilot, the AI teammate that joins your own calls on Teams, Zoom or Meet.

  • Automated interview conduction
  • Static & dynamic question modes
  • AI-generated follow-up questions
  • Auto-start with timeout handling
  • AI scoring & performance analysis
  • Bulk scheduling with email alerts
  • Role-based access control
  • Real-time analytics & reporting
  • Copilot on Teams, Zoom & Meet
  • Live JD coverage tracking
  • Voice-triggered by “Hi Mark”
  • Evidence-backed candidate reports
02
Talent · Documents

Resume Parser Platform

All-format resume parsing with custom OCR and intelligent resume-to-JD matching.

  • All-format parsing via custom OCR
  • Structured data extraction
  • Bulk processing via ZIP upload
  • Resume-to-JD matching model
  • Skill gap & experience matching
  • Downloadable match results
03
Healthcare

Medical Conversation Analysis

Medical-grade transcription and analysis of doctor-patient conversations.

  • Medical conversation recording
  • Transcription tuned for clinical terms
  • Doctor-patient analysis
  • Sentiment and tone analysis
  • Structured report generation
  • Privacy & security compliance
04
Voice · Outbound

Tele Calling Platform

Automated outbound calling with campaign and scheduling management.

  • Outbound calling management
  • Call scheduling & campaigns
  • Bulk call scheduling
  • Call tracking & status
  • Interview and sales call types
05
Voice · Analytics

Call Analysis Platform

Transcribe, score and analyze every call with sentiment and quality insights.

  • Call recording management
  • AI-powered transcription
  • Sentiment analysis
  • Call quality scoring
  • Reports and dashboards
06
Knowledge

Chat With Your Documents

Ask questions in plain language and get answers drawn only from your own files — every reply shows where it came from.

  • Upload files, ask anything
  • Answers only from your content
  • Every answer shows its source
  • Secure, governed data access
  • Enterprise knowledge search
07
Custom

AI Custom Services

Tailored GenAI builds and the full MMW custom GenAI service catalog.

  • Custom GenAI frameworks
  • Model fine-tuning & deployment
  • LLMOps & model orchestration
  • Security, compliance & bias control
  • Automated model validation
03 — Industries

Voice agents for every domain

The platform adapts to any domain. Upload your knowledge base and deploy custom voice agents across 10+ industries.

Recruitment & interviews

Agentic voice interviews with automated, bias-free candidate evaluation.

Sales & call centers

Voice agents for pitches, support and automatic conversation summarization.

Healthcare

Assistants for preliminary triage and analysis built on your clinical knowledge bases.

Customer service

24/7 agentic support with product recommendations and conversation analytics.

04 — Service catalog

Custom agentic GenAI services, end to end

Advisory, security, development and validation services to adopt agentic Generative AI with confidence.

GenAI innovation consulting

Strategy & advisory

  • GenAI frameworks for the enterprise
  • Innovation roadmaps for workflow adoption
  • Long-term AI adoption strategies
Model integrity · maturity

Security & compliance

  • Vulnerability assessment for AI content
  • Securing pipelines with encryption & auditing
  • Compliance with GDPR and CCPA
  • Detecting and mitigating model bias
LLMOps & orchestration

Development & automation

  • Automated fine-tuning and deployment
  • Continuous monitoring and retraining
  • Automated workflows for Generative AI
  • Observability and automated scaling
Automated model validation

Testing, QA & ops

  • Continuous validation for accuracy
  • Stress testing under diverse conditions
  • Automated bias detection and correction
  • End-to-end pipeline testing
05 — FAQ

Agentic AI, interviews and voice, explained

Clear answers to the questions people most often ask about agentic AI platforms like Mark M@i Words.

What is an AI interview?+

An AI interview is a job interview conducted by an artificial intelligence agent instead of a human recruiter. The AI interviewer asks questions, records the candidate's answers, generates follow-up questions in real time, and automatically scores each response. MMW runs live, conversational interviews in 50+ languages and delivers instant, bias-free evaluations.

What is MMW Interview Copilot?+

An AI teammate that joins your live interview calls on Microsoft Teams, Zoom or Google Meet. It listens silently, keeps a speaker-aware transcript, pairs every question with its answer, and scores responses against evidence from the job description and resume. Say “Hi Mark” and it speaks to the candidate directly — taking the next question, following up, or raising difficulty. It tracks role coverage live, discounts the score by how much was genuinely covered, and returns a defensible report with no audio recorded.

Can candidates use MMW to practise?+

Yes — candidates can sit mock interviews for any company and role. The AI interviewer runs the full conversation, scores each answer, issues a shareable MMW certification on completion, and returns a specific list of improvements to work on before the real interview. Employers use the same platform from the employer login to schedule interviews for the workforce they are hiring.

What is an AI interview platform?+

Software that automates the entire interview process using AI. It conducts interviews, supports static and dynamic question modes, asks AI-generated follow-ups, records and evaluates answers, scores performance, and schedules interviews in bulk with email notifications — with role-based access control and real-time analytics.

What is agentic AI?+

Agentic AI refers to AI systems that act autonomously to complete multi-step goals with little human intervention. Unlike a chatbot that only responds, an agentic AI agent can plan, take actions, call tools and adapt. MMW uses agents to conduct interviews, place and analyze calls, parse resumes, and answer questions from a knowledge base — start to finish.

How does AI resume parsing work?+

It automatically reads resumes and extracts structured data such as name, contact, skills, experience and education. The MMW Resume Parser uses custom OCR to parse any format, processes resumes in bulk via ZIP upload, and matches each resume to a job description — producing skill-gap analysis and downloadable results.

What is AI call analysis?+

The use of AI to transcribe, score and extract insights from recorded phone calls. The MMW Call Analysis Platform records calls, transcribes them automatically, runs sentiment analysis, scores call quality, and generates detailed reports and dashboards for sales, support and QA teams.

What is Mark M@i Words (MMW)?+

A custom agentic AI voice platform and suite of GenAI services. Upload your knowledge base and deploy AI voice bots for interviews, sales, healthcare and customer service across 50+ languages, with VoIP integration and real-time analytics. MMW includes seven platforms plus a custom agentic GenAI service catalog.

Can the platform be customized to my business?+

Yes — MMW is fully customizable through your own knowledge base. Upload documents, training materials and domain-specific content, and the agentic voice bots will speak and reason in your business context. The platform supports 50+ languages including multiple Indian regional languages and integrates with phone systems via VoIP.

How does "chat with your documents" work?+

You upload your documents, then ask questions in plain language. The assistant searches your own files for the answer and quotes the source it used — so it only answers from knowledge you authorize, unlike a generic chatbot answering from the open internet. (The technique behind it is called retrieval-augmented generation, or RAG.)

What is medical conversation analysis?+

AI recording and transcription of doctor-patient conversations with medical terminology, then sentiment analysis and structured reporting. The MMW platform is tuned for clinical terms and built for data-privacy and security compliance.

How many languages does MMW support?+

50+ languages, including multiple Indian regional languages. The same scoring and analysis rubric applies across every language, so interviews, calls and conversations are evaluated consistently worldwide.

06 — The MMW agentic engine

Built on an enterprise-grade agentic engine

Every MMW platform and service runs on the Mark M@i Words agentic engine — orchestrating autonomous agents with secure pipelines, VoIP-ready voice and continuous monitoring at scale.

Powered by MMW Innovixus MarkMAIWords Pvt Ltd

Reimagine your workflows with AI.

See how Mark M@i Words automates your interviews, calls and conversations — book a personalized demo.

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