Education creates data at every moment. MCB is making that data intelligent.
Every day, a school generates thousands of interactions.
Traditionally, these moments create more work for people. MCB is changing that.
We are embedding AI directly into the workflows where education happens, so that data can be captured, understood, validated and converted into action.
The problem isn't a lack of data.
It's what happens between data and action.
Schools already have enormous amounts of information
But information often remains buried, scattered and waiting for someone to act on it.
AI gives MCB a way to transform these manual moments into intelligent workflows.
Trapped in documents
Forms, uploads and records that sit unprocessed until someone opens them.
Buried in historical records
Years of data with no way to surface patterns automatically.
Scattered across assessments
Student performance spread across terms with no connected story.
Dependent on manual data entry
Every detail typed by hand, every document transcribed one field at a time.
Sitting inside conversations
Emails and calls that hold information but never reach the system.
Waiting for someone to interpret it
Insights that exist in the data but need a human to find them.
Teachers shouldn't have to spend hours turning student data into a meaningful progress story.
Admissions teams shouldn't have to manually enter every detail from documents.
Recruiters shouldn't have to start every job description from scratch.
Parents shouldn't have to wait for a human to answer every routine enquiry.
From Data → Intelligence → Action
MCB's approach to AI isn't about adding a chatbot to an existing product. It is about embedding intelligence across the education lifecycle.
Capture
AI understands documents, forms and conversations.
Validate
AI checks information and improves data accuracy.
Understand
AI brings together historical and operational data to generate insights.
Generate
AI creates content, plans, assessments and role definitions.
Communicate
AI interacts with parents through voice and conversational interfaces.
Act
AI-powered workflows help school teams respond faster and work smarter.
This is the foundation of MCB's AI strategy.
Academic Data Analyser
One click turns years of academic records into a fully branded, ready-to-share report — complete with AI-written insights that explain what's really happening, not just numbers on a page.
- Seven ready-made analysis sections, from grade distribution to gender-wise performance
- Spot emerging risks before they become bigger problems
- Celebrate top performers and support those who need it
- Track trends across terms, classes and sections
- Download, share and act — instantly
Not a spreadsheet dump — a story about what's happening in your school, in language anyone can act on.
Staff Search
Search by branch, status, type or name — or just start typing, and smart search finds the right person as you type. One click brings up a complete profile: qualifications, tenure, attendance, activity and achievements, all in one place.
- Years of attendance, visualized instantly — no manual tracking
- AI reads activity trends for you, no spreadsheets required
- Every class, diary entry and assignment logged automatically
- Subject Teacher vs Class Teacher, down to the class and subject
- Recognitions and achievements, captured in one place
One search surfaces a staff member's entire story — attendance, activity, roles and recognition — without opening a single spreadsheet.
Student Academic History Analysis
Search for a student and get their entire academic journey — years of records, attendance, teacher remarks and concerns — brought together in one dashboard, instead of scattered across files.
- Years of academic history, from one class to the next, in a single view
- AI flags trends automatically — including multi-year subject declines
- Attendance visualized as heatmaps and year-over-year trends
- Every teacher remark, sentiment-scored and summarised by AI
- Every concern tracked to resolution, downloadable as a report
Not a folder of report cards — a single, AI-read story of who a student is becoming.
Agent E
Agent E connects straight to your inbox and sorts every email into the right category the moment it lands — then drafts the reply. You just review and hit send.
- Organisation mail — drafted and ready to send
- Admission enquiries — turned into CRM leads instantly
- Parent queries — tagged, answered, resolved
- Job applicants — screened and responded to faster
- One dashboard that grows with every mailbox you connect
The inbox stops being a queue of things to write, and becomes a queue of things to approve.
Document Intelligence
A parent submits an enquiry. MCB's AI identifies what document was requested, validates the upload against it, and extracts the information automatically.
The wrong document is rejected on the spot. The right one is read, and — with user consent — used to correct or update the record.
- Less manual entry
- Fewer data errors
- Faster document processing
- More reliable student records
This is how MCB approaches every identity document workflow — Aadhaar, PAN, passport — applied the same way across staff and students alike.
AI for Assessment
MCB's AI helps teachers generate or suggest assignments, quizzes and question papers — while considering curriculum weightage and Bloom's Taxonomy.
The teacher remains the decision-maker. AI handles the preparation. The educator applies judgement.
- Assignments
- Quizzes
- Question papers
AI for Recruitment
Pick a designation and ask MCB AI — it instantly suggests a complete, role-specific set of responsibilities. Choose exactly what you need, or accept them all, and they're saved in seconds.
- Role-specific suggestions for any designation, generated instantly
- Pick exactly what you need, or select all in one click
- No manual drafting — saved in seconds
- Edit or refine responsibilities anytime after they're assigned
- Link responsibilities directly to staff performance ratings
MCB AI: smarter role setup for smarter recruitment.
AI Voice for Parent Communication
Admissions don't end with a form. Parents ask questions. They need information. They need reminders. They need follow-ups. And schools receive these interactions at scale.
MCB uses AI-powered voice bots to answer parent enquiries and support follow-ups. But the intelligence doesn't stop when the call ends. The conversation becomes data.
This means every interaction can become part of the school's operational intelligence instead of disappearing after the call.
Schools
Colleges
Coaching
MCB AI isn't a single product.
It is an intelligence layer across the education ecosystem.
Document & Data
3 AI capabilities
Communication
3 AI capabilities
Intelligence
2 AI capabilities
Teaching & Assessment
4 AI capabilities
Recruitment
2 AI capabilities
Different problems. One philosophy. Use AI where it removes friction, improves intelligence or enables people to make better decisions.
Every interaction makes the ecosystem smarter.
DATA
- Documents
- Assessments
- Conversations
- Historical records
- Operational activity
AI
- LLMs
- Document Intelligence
- Generative AI
- Voice AI
- Data Intelligence
INSIGHT
- Validated data
- Student insights
- Institutional insights
- Conversation insights
ACTION
- Follow-up
- Teaching
- Assessment
- Recruitment
- Decision-making
↓ More data — and the cycle continues.
MCB is building an AI-powered education ecosystem where data doesn't simply get stored. It gets understood and put to work.
Trusted by Leading Schools Across India
AI where the work actually happens.
There is a difference between AI as a separate destination and AI embedded inside the workflow. MCB's approach is the second.
AI becomes part of the job, not another tool the user has to learn.
AI should make systems smarter
without removing human control.
MCB's document intelligence workflow uses user consent when AI-assisted data correction is involved. The system is designed to assist with:
rather than blindly changing information.
Every data accuracy workflow at MCB runs with user consent — that isn't a caveat, it's a design requirement.
Our principle:
What does this mean for a school?
We don't believe AI should replace the people who make education meaningful.
We believe AI should remove the work that prevents them from doing it.
AI takes care of the heavy lifting.
And it gives people more time to teach, guide, decide and connect.
From managing schools
to making schools intelligent.
For years, technology has helped schools digitise their processes. MCB's next step is different. We are making those processes intelligent.
