AI-NATIVE • INTELLIGENCE OVERLAY™
Collaborative AI for Indian Higher Education.
The intelligence layer for fragmented systems — The Intelligence Overlay™ unifies admissions, accreditation, and student success across your existing campus platforms.
by Cobot AI Private Limited — Bhubaneswar, Odisha • Women-owned MSME
LIVE
FLAGSHIP
9 PATENTS FILED
The Intelligence Overlay™
A complete AI architecture for higher education. Copilots sit on top of your existing campus platforms — zero rip-and-replace, full Indian data sovereignty.
AI Copilots
Intelligence Core
LMS
ERP
SIS
FLAGSHIP PRODUCT
The Intelligence Overlay™
A complete AI architecture that sits on top of your existing LMS, ERP, and SIS. Instead of replacing what works, the Overlay connects fragmented systems into one intelligent layer — purpose-built for Indian higher education.
Connects your existing stack
Integrates with the LMS, ERP, and SIS you already run across campus.
Zero rip-and-replace
Deploy intelligence without ripping out the platforms your teams rely on.
Indian data sovereignty
Ethical AI by design, with data residency and governance aligned to India.
WHAT IT DELIVERS
Three pillars of campus intelligence
From the first enquiry to graduation outcomes — one intelligence layer across the student lifecycle.
Admissions Intelligence
Predictive enrollment, lead scoring, and conversion insight that help institutions plan intakes with confidence.
Compliance & Accreditation
Automated evidence collection and accreditation readiness mapped to NAAC, UGC, and AICTE frameworks.
Student Success Analytics
Early-risk detection, research analytics, and outcome tracking that keep students on a path to graduation.
BEYOND EDUCATION
One intelligence layer, every regulated sector
The same architecture that unifies campuses extends across India’s most regulated industries — with data sovereignty and ethical AI by design.
Healthcare
Clinical and operational intelligence across fragmented hospital systems.
Finance & Banking
Risk, compliance, and analytics layered over core banking platforms.
Energy & Utilities
Predictive insight across grid, metering, and field operations data.
Public Sector
Decision intelligence for departments serving citizens at scale.
E-Governance
Connected digital services that make government data work together.
Have a sector in mind?
Tell us where your systems are fragmented — we’ll map the Overlay to your stack.
Talk to us
9
Patents Filed
Original architecture protecting how the Intelligence Overlay™ works.
Women-owned MSME
An India-incorporated, women-led company — GeM listing eligible.
Ethical AI by design
Indian data sovereignty and responsible AI built into the foundation.
HOW IT WORKS
The Intelligence Overlay™ architecture
Three layers that turn fragmented campus systems into one source of intelligence.
01
Connect
Secure connectors plug into your LMS, ERP, and SIS without disrupting them.
02
Unify
The Intelligence Core normalizes data into a single, governed campus model.
03
Act
Copilots surface insight and automate evidence, admissions, and student success.
LEADERSHIP
Built by people who know Indian institutions
Cobot AI Private Limited is a women-owned MSME headquartered in Bhubaneswar, Odisha — pairing deep domain knowledge of accreditation and campus operations with AI-native engineering.
Nilabdhi Samantray
Founder & CEO
Enterprises run 20+ systems that don’t talk to each other. The signal exists — nobody can hear it. Cobot AI builds the layer that listens.
The Intelligence Overlay™ is a model-agnostic AI orchestration layer that connects existing systems through native APIs — explainable, governed actions inside the tools people already use. Zero vendor lock-in, no rip-and-replace. Deployed first in higher education, with the same architecture running across government, healthcare, mining and natural resources, agriculture, and finance.
Before Cobot AI: 13 years at IBM as Analytics and AI Practice Head, leading a 148-project Business Analytics and Strategy center. Then Chief Digital Officer at CSM Technologies, delivering digital transformation for state and central government clients across mining, agriculture, and the public sector. IIM Bangalore. 9 patents filed in AI governance and intelligent systems.
COMPLIANCE & ALIGNMENT
NAAC
UGC
AICTE
GeM
Ethical AI