CAT 2026: AI Facial Recognition to Verify Candidates

The Common Admission Test (CAT) 2026 will introduce Artificial Intelligence-based facial recognition to verify candidates’ identities at examination centres, marking the first time the technology is being tested during the national-level management entrance examination. The system will operate on an experimental basis alongside the existing physical verification process and will not replace checks conducted by examination officials.

Indian Institute of Management (IIM) Indore Director Himanshu Rai confirmed that the technology would be used as an additional identity check. The institute is organising CAT 2026, scheduled for November 29 across more than 350 examination centres in approximately 170 cities.

Importantly, candidates will not be denied entry if the AI system fails to recognise their faces. Officials will continue to verify candidates against their CAT admit cards, ensuring that the new technology does not become the sole basis for admission to examination halls.

How AI Facial Recognition Will Work During CAT 2026

The AI-based facial recognition system will compare candidates’ faces with photographs already submitted during the CAT application process. Its purpose is to provide an additional layer of identity verification and help examination authorities assess whether automated recognition can improve the checking process.

Under the existing procedure, examination officials physically verify candidates’ identities by checking their admit cards and matching the photographs with the individuals appearing at the centres. CAT 2026 will retain this process while introducing AI-based matching as a parallel verification method.

Himanshu Rai said the technology would be tested to evaluate its accuracy and identify whether any adjustments were necessary before wider adoption. The experiment is intended to assess how effectively a machine can identify candidates compared with human officials.

This distinction is important because the technology is not being introduced as a replacement for human verification. Instead, the examination will provide an opportunity to evaluate its performance in a large-scale testing environment involving candidates across multiple cities and examination sessions.

Will Candidates Be Denied Entry If Facial Recognition Fails?

No. Candidates will not be refused entry to CAT 2026 examination centres simply because the AI-based facial recognition system cannot identify them correctly.

Rai clarified that the existing physical verification procedure will remain in place. Examination officials will continue checking candidates against their admit cards, meaning a failure by the automated system will not independently prevent a candidate from appearing for the test.

This safeguard is particularly relevant because facial recognition systems can sometimes produce incorrect matches or fail to recognise an individual. Differences in lighting, camera positioning, image quality and other conditions can affect automated identification.

By retaining manual verification, IIM Indore is attempting to test the technology without making candidates dependent on its performance. The approach also gives the institute an opportunity to identify technical limitations before considering any broader implementation.

IIM Indore to Compare AI Results With Human Verification

One of the main objectives of the CAT 2026 experiment is to compare the results generated by the facial recognition system with the identity checks performed by examination officials.

After the examination, IIM Indore plans to analyse the technology’s performance and examine whether there are discrepancies between machine-based identification and human verification. This assessment will help the institute understand how accurately the system identifies candidates under actual examination conditions.

The analysis could also reveal whether the technology needs changes in its configuration or operating process. If the results show significant differences between automated and manual checks, the institute can examine the reasons before deciding whether the system is suitable for wider use.

Rai said the purpose of the exercise was to determine whether the machine and human officials produced consistent identification results. The institute will use the findings to assess whether the technology needs further refinement.

Since the system is being introduced experimentally, its use in CAT 2026 should not be interpreted as a confirmation that facial recognition will become compulsory in future editions of the examination.

What IIM Indore Says About Candidate Data and Privacy

The introduction of facial recognition has also raised questions about the collection and use of candidates’ personal information, particularly facial photographs. However, Rai said the experiment would not involve capturing new candidate data.

According to the IIM Indore director, candidates have already submitted their photographs and other details through the CAT application process. The facial recognition system will use the existing photographs for matching rather than collecting a separate set of facial images.

This means the stated purpose of the system is to compare a candidate’s appearance at the examination centre with the photograph available in the application database.

However, the explanation about using existing photographs does not by itself address every aspect of data privacy. Questions about how facial images are processed, how long any matching information is retained, who can access it and what safeguards govern its use remain relevant when institutions introduce biometric identification technologies.

The institute’s experiment will therefore be watched not only for its identification accuracy but also for how automated verification is implemented alongside existing examination procedures.

CAT 2026 Exam Date, Sessions and Examination Centres

CAT 2026 will be conducted on November 29 in three sessions. IIM Indore is responsible for organising this year’s examination, which will take place across more than 350 examination centres in approximately 170 cities.

The examination is a major entry route for candidates seeking admission to postgraduate management programmes, including MBA courses offered by the Indian Institutes of Management and other participating business schools.

Based on the examination schedule and the institute’s announcement, the CAT 2026 results are likely to be declared in the first week of January 2027. The results will be used by 22 IIMs and other business schools for their respective admission processes.

CAT scores are an important part of the selection process, although individual institutions may apply their own admission criteria. These can include academic performance, work experience, interviews and other selection components, depending on the programme and institute.

CAT 2026 Registrations Dip Slightly From Last Year

CAT 2026 received 2,89,961 registrations, a marginal decline compared with approximately 2,95,000 registrations in the previous year.

The difference indicates a modest reduction in the number of applicants rather than a major change in registration levels. Despite the decline, the examination continues to attract a large pool of candidates competing for management education opportunities at leading business schools.

The registration figures also highlight the scale of the logistical exercise facing the organising institute. Conducting the examination across hundreds of centres and multiple sessions requires coordination involving examination personnel, technology systems and identity verification procedures.

Testing facial recognition in this environment could provide IIM Indore with useful information about how automated identification performs when applied to a large and geographically distributed group of candidates.

Why Facial Recognition Is Being Considered for Examinations

Facial recognition technology has increasingly been used by institutions for attendance management and identity verification. It allows a system to compare a person’s facial features with an image stored in a database, helping organisations automate certain identification tasks.

Educational institutions have also explored digital verification methods in response to the growing use of online and technology-supported examinations. During the COVID-19 pandemic, some online examination systems used facial recognition and related monitoring technologies to verify candidates remotely.

Rai pointed to the wider adoption of facial recognition in institutional attendance systems as one reason for testing it during CAT 2026. The experiment reflects an effort to assess whether technology already used in other settings can also support identity verification during large entrance examinations.

However, using facial recognition in a high-stakes examination requires careful evaluation. A system must be accurate enough to identify candidates reliably, while also ensuring that technical errors do not unfairly affect individuals.

For this reason, retaining human verification alongside automated checks is a significant part of the CAT 2026 approach. The institute can assess the technology’s usefulness without immediately making it the deciding factor in candidate entry.

Could AI Facial Recognition Be Used in Future CAT Exams?

The wider adoption of facial recognition in future CAT examinations will depend on the results of the experiment. IIM Indore plans to examine the system’s accuracy and compare its findings with the checks carried out by examination officials.

If the technology performs reliably, it could encourage other institutions to consider similar systems for examination-day verification. Automated identification may help institutions manage large numbers of candidates, although its practical value will depend on accuracy, reliability and appropriate safeguards.

Rai expressed the expectation that technologies that are successfully tested could eventually be adopted by other institutions. However, he also indicated that decisions about adopting such systems would ultimately rest with individual institutions.

Therefore, CAT 2026 will serve as an important testing opportunity, but it does not establish a universal policy for all IIMs or other entrance examinations.

IIM Indore Integrates Artificial Intelligence Into Its Academic Programmes

Alongside the examination-related experiment, Rai said IIM Indore has integrated artificial intelligence into its academic programmes. The institute offers standalone courses on AI as well as teaching its applications across different management disciplines.

The approach is designed to help students understand how AI tools can be used in practical business situations rather than treating the technology only as a separate technical subject.

For example, students studying marketing may learn how AI can assist in preparing marketing plans. In finance-related subjects, they may explore how AI tools can support preliminary checks of financial balance sheets.

Such applications reflect the growing role of AI in business decision-making, where tools can assist with data analysis, planning and routine tasks. However, their outputs still require human evaluation, particularly when decisions involve financial information or business strategy.

IIM Indore is also developing frameworks for the ethical use of generative AI. These include guidelines governing its use in research papers, an area where questions about originality, accuracy, transparency and academic responsibility have become increasingly important.

What CAT 2026 Candidates Should Know About the New Verification System

The introduction of AI-based facial recognition is an additional development in the CAT 2026 examination process, but candidates should continue to follow the existing examination instructions.

• Examination date: CAT 2026 will take place on November 29.
• Exam sessions: The test will be conducted in three sessions.
• Organising institute: IIM Indore is organising the examination.
• Facial recognition: AI-based identity matching will be tested alongside physical verification.
• Admit card checks: Examination officials will continue to verify candidates using their admit cards.
• Technology failure: Candidates will not be denied entry solely because facial recognition fails.
• Registrations: A total of 2,89,961 candidates registered for CAT 2026.
• Expected results: Results are likely in the first week of January 2027.

The key change is the addition of an experimental automated identity check, not the replacement of the established verification process. The results of the trial will help determine whether facial recognition can become a reliable supplementary tool for large-scale entrance examinations.

For now, candidates can expect the familiar physical verification process to remain in place. Whether AI-based facial recognition becomes a regular feature of CAT and other management entrance examinations will depend on its performance, the safeguards adopted and the decisions of the institutions concerned.