Kerala is set to expand free entrance-exam preparation for higher secondary students through Mukulam, an AI-powered learning portal developed by Kerala Infrastructure and Technology for Education (KITE). The platform is designed to help Class 11 and 12 students prepare for competitive entrance examinations alongside their regular school curriculum.
The initiative is particularly aimed at students who may not be able to afford private coaching. Mukulam will use AI-assisted digital resources, personalised learning support and teacher monitoring to provide preparation for exams including NEET, JEE, KEAM and CUET.
What is the Mukulam portal?
Mukulam is an AI-powered educational portal being developed by KITE under the Kerala government's 100-Day Action Plan.
The main objective is to bring competitive-exam foundation training into the regular public-school education system instead of making students depend entirely on expensive private coaching centres.
According to KITE's official action-plan document, the platform will provide login access to higher secondary students in government and aided schools. It is intended to support students across Science, Commerce and Humanities streams.
The portal combines school-level learning with competitive-exam preparation, allowing students to strengthen their understanding of subjects while becoming familiar with entrance-exam formats and preparation strategies.
Who can use the Mukulam portal?
The initiative is designed primarily for Class 11 and Class 12 students in Kerala's government and aided higher secondary schools.
KITE's plan specifies universal competitive-exam training for students across Science, Commerce and Humanities streams. The objective is not to limit the programme to students preparing for medical or engineering entrance examinations.
The broader idea is to give students access to preparation resources regardless of their financial background or chosen academic stream.
Which entrance exams will Mukulam help students prepare for?
Mukulam is being developed to support preparation for several national and higher-education entrance examinations.
The KITE action plan specifically mentions:
- NEET
- JEE
- KEAM
- CUET
Recent reports about the portal have also mentioned other competitive examinations, including IISER-related entrance pathways. The exact range of examinations and resources available to students may expand as the platform is rolled out.
The programme's focus is therefore broader than conventional coaching for only medical and engineering aspirants.
How will AI be used in Mukulam?
AI is one of the central components of the Mukulam platform.
The system is intended to use artificial intelligence to provide more personalised learning experiences instead of giving every student exactly the same preparation material.
KITE says the platform will support AI-driven personalisation, while teachers will remain involved in monitoring progress and guiding students.
The approach can potentially help students identify areas where they need more practice and access learning resources suited to their academic requirements.
However, Mukulam should be understood as an AI-assisted education platform rather than a replacement for teachers. The official plan specifically includes teacher monitoring, feedback and guidance.
What subjects will be available on Mukulam?
KITE's implementation plan includes digital learning resources for subjects across Science, Commerce and Humanities.
The first-term dataset is planned around subjects including:
| Stream/Area | Subjects mentioned in KITE plan |
|---|---|
| Science | Mathematics, Physics, Chemistry, Zoology, Botany |
| Commerce | Accountancy, Business Studies, Economics |
| Humanities | Political Science, Economics, English |
The content is intended to align with the school curriculum while also helping students develop the conceptual foundation required for competitive examinations.
This is important because students will not necessarily have to treat school studies and entrance preparation as two completely separate tracks.
Will Mukulam provide free coaching?
Yes. The initiative is intended to provide free AI-assisted competitive-exam training through Kerala's public education system.
The programme is particularly significant for students who cannot afford private coaching programmes, which can involve substantial fees.
KITE's stated objective is to create more equal access to competitive-exam preparation by making structured resources available through government and aided schools.
Recent reports quoting KITE CEO K. Anvar Sadath said the initiative was intended to help students who face financial limitations in accessing expensive coaching centres.
When will Mukulam be launched?
The statewide launch is scheduled for September 15, 2026, according to reports on the programme.
General Education Minister N. Samsudheen is scheduled to inaugurate the portal during a higher secondary principals' training programme at Jawahar Cooperative Bhavan in Thiruvananthapuram at 10:30 AM.
Training centres across Kerala's 14 districts are also expected to participate online in the inauguration programme.
KITE's official 100-Day Action Plan provides a broader implementation timeline, with portal training and capacity building targeted for September and statewide student logins planned for October 1, 2026.
Therefore, the September 15 event should be viewed as the formal launch/inauguration, while wider operational access is planned to continue through the subsequent rollout.
How will students access Mukulam?
The platform is being designed with separate access and monitoring arrangements for different users.
The KITE plan mentions distinct logins for:
- Students
- Subject teachers
- Principals
- Nodal teachers
Students will use the portal for learning and entrance-exam preparation, while teachers and school administrators will be able to monitor progress and provide support.
KITE's implementation plan also includes user manuals and training for principals, nodal teachers, subject teachers and students.
The exact public login URL and student login procedure were not clearly specified in the official KITE information reviewed for this article. Students should therefore rely on instructions issued through their schools or KITE rather than using unofficial links.
How will teachers use the Mukulam portal?
Teachers are expected to play an important role rather than simply directing students to an online course.
The platform will allow subject teachers to monitor student progress and provide feedback. Principals and nodal teachers will also receive training on managing the system and tracking student participation.
This creates a blended model in which AI-supported resources are combined with school-level academic guidance.
KITE's plan specifically emphasises teacher monitoring and actionable feedback, suggesting that the portal is intended to supplement classroom teaching rather than operate as a completely independent coaching service.
Will Mukulam provide question banks and study materials?
Yes. The implementation plan includes the creation of extensive digital resources and question banks.
KITE says AI systems will be used to generate comprehensive question banks, followed by accuracy checks by expert teachers.
This expert-verification step is particularly important for an education platform using generative AI. AI-generated educational content can contain errors, so human review is planned before resources are used.
The first-term resources are being aligned with the school curriculum and relevant competitive-exam preparation requirements.
Will Mukulam include video classes?
The programme also plans to connect Mukulam with KITE VICTERS, Kerala's educational television and digital-learning platform.
Dedicated video training classes are planned for broadcast, while the portal is intended to allow students to access and revisit learning resources.
According to the official action plan, continuous television broadcasts will eventually be integrated with the portal so students can rewatch episodes when required.
This could be useful for students who do not have consistent access to private online coaching platforms.
How many schools are part of the Mukulam rollout?
KITE's official 100-Day Action Plan says the initiative's pilot phase is planned across 500 Higher Secondary and VHSE schools statewide, with schools selected from different districts.
It also says interested schools outside the selected pilot group can be given access to the portal.
Separately, recent launch reports say a pilot involving 25 selected schools was successfully completed before the wider expansion.
These figures appear to refer to different stages of testing and rollout rather than necessarily describing the same phase. The official KITE document should be treated as the primary reference for the planned 2026 statewide implementation.
When will all higher secondary students get access?
KITE's implementation roadmap targets October 1, 2026 for statewide logins for higher secondary students.
The planned rollout includes:
- Portal training for schools
- Training for principals and nodal teachers
- Training for higher secondary and VHSE teachers
- Student access
- Competitive-exam preparation batches
- Additional digital resources
- KITE VICTERS integration
The programme is therefore expected to move from launch and training into broader student access during the second half of September and early October.
Why is Kerala introducing Mukulam?
Preparing for competitive examinations alongside regular school education can be difficult, particularly for students who cannot afford private coaching.
Medical, engineering and other undergraduate admissions increasingly involve competitive selection processes, while students also need to complete their school curriculum.
Kerala's government is attempting to address this gap by integrating foundation-level competitive-exam preparation into the public education system.
The larger objective is to reduce the advantage that students with access to expensive private coaching may have over those who rely primarily on school resources.
How could Mukulam help students?
If implemented as planned, the portal could offer several advantages.
1. Free access to preparation resources
Students will not need to pay private coaching fees to access the core Mukulam resources.
2. AI-assisted personalisation
AI tools can help organise learning resources around individual academic needs.
3. Teacher monitoring
Students will continue to receive support from teachers rather than depending exclusively on automated systems.
4. School and entrance preparation together
The platform is designed to connect regular curriculum learning with competitive-exam preparation.
5. Wider access
The programme is intended for students across Science, Commerce and Humanities rather than being restricted to one group.
What makes Mukulam different from private AI learning apps?
The biggest difference is the way Mukulam is being integrated into Kerala's public education system.
Private AI learning platforms generally operate as standalone products, while Mukulam is being designed around schools, teachers and government education infrastructure.
Students will have dedicated school-level support, and administrators will be able to monitor participation and progress.
The platform also combines AI-generated and AI-assisted resources with teacher verification, classroom learning and KITE VICTERS educational broadcasts.
What are the limitations students should know?
Mukulam's launch does not mean that AI will replace conventional entrance-exam preparation overnight.
Success in examinations such as NEET, JEE, CUET or KEAM still depends on consistent study, conceptual understanding, practice and exam-specific preparation.
The quality of the platform will also depend on how accurately its AI-generated resources are reviewed and how effectively schools implement the system.
The government has planned expert verification and teacher monitoring, but the real impact will become clearer after students use the platform at scale.
Mukulam Portal: Key Details at a Glance
| Detail | Information |
|---|---|
| Portal | Mukulam |
| Developed by | KITE |
| Department | Kerala General Education Department |
| Target students | Classes 11 and 12 |
| School type | Government and aided schools |
| Streams | Science, Commerce and Humanities |
| Main purpose | Competitive-exam foundation training |
| AI support | Personalised learning and digital resources |
| Exams mentioned | NEET, JEE, KEAM, CUET |
| Teacher monitoring | Yes |
| Planned statewide student login | October 1, 2026 |
| Launch/inauguration | September 15, 2026 |
| KITE VICTERS integration | Planned |
Mukulam vs Private Coaching: What is the difference?
| Feature | Mukulam | Private Coaching |
|---|---|---|
| Cost | Planned as free | Usually paid |
| Access | Through public education system | Coaching provider |
| AI support | Yes | Depends on provider |
| Teacher monitoring | School teachers | Coaching faculty |
| School curriculum | Integrated with school learning | Often separate |
| Entrance preparation | Yes | Yes |
| Availability | Kerala government/aided school system | Depends on provider |
Mukulam is not necessarily intended to eliminate private coaching. Instead, its stated purpose is to make quality foundation-level preparation more accessible to students who may not have the financial ability to join private coaching.
What does Mukulam mean for Kerala students?
For higher secondary students, Mukulam could become an important additional study resource if the planned rollout works effectively.
The biggest potential change is that entrance-exam preparation will no longer have to remain entirely separate from regular school education. Students can potentially use AI-assisted resources, school teachers and digital learning content together.
For Kerala's public education system, the initiative also represents a broader move toward using AI not simply as a technology subject but as a practical learning and academic-support tool.
FAQs
What is the Mukulam portal?
Mukulam is an AI-powered educational portal being developed by KITE to provide free competitive-exam training and learning resources to higher secondary students in Kerala.
Who can use Mukulam?
The programme is designed for Class 11 and 12 students in Kerala's government and aided schools, covering Science, Commerce and Humanities streams.
Which exams will Mukulam help students prepare for?
The KITE plan specifically mentions NEET, JEE, KEAM and CUET, with the platform designed to expand its competitive-exam resources over time.
Is Mukulam free?
Yes. The initiative is planned as free AI-assisted training through Kerala's public education system, particularly benefiting students who may not be able to afford private coaching.