The Maharashtra government is working with IIT Bombay to develop an artificial intelligence tool aimed at identifying suspected illegal Bangladeshi nationals and Rohingyas living in the state. The proposed system is based on language analysis and is expected to study speech patterns, tone, and linguistic usage during verification. The initiative, according to officials familiar with the project, is part of a broader effort to strengthen internal security and streamline identification processes using technology.

I am writing about this because the use of AI in matters linked to citizenship, migration, and detention raises serious questions around accuracy, ethics, and implementation. While governments across the world are turning to technology for governance, tools that assess identity based on language or speech can have wide social and legal implications. Understanding what the government plans, and what concerns it may raise, is important for public awareness and debate.

What the Maharashtra Government Has Proposed

The project is being developed by the Maharashtra government in collaboration with Indian Institute of Technology Bombay. Officials say the AI tool will analyse how a person speaks, including accent, word choice, and sentence structure, to flag individuals who may be illegal immigrants from Bangladesh or Rohingya communities.

The system is still under development and is expected to assist authorities during preliminary identification, not replace legal verification processes.

Role of IIT Bombay in the Project

IIT Bombay is providing technical expertise for building the language-based AI model. The focus is on linguistic data and regional language patterns that could help differentiate speakers from different backgrounds.

Experts involved in such projects usually stress that AI tools are meant to support human decision-making, not act as final arbiters. However, details about training data, accuracy rates, and safeguards have not yet been made public.

Chief Minister’s Statement on Detention and Deportation

Chief Minister Devendra Fadnavis has stated that the government has already set up a detention centre to hold individuals identified as illegal immigrants before deportation.

According to him, the state is committed to taking firm action while following legal procedures. The AI tool is being projected as a way to make the identification process more efficient.

How the AI Tool Is Expected to Work

Based on information shared by officials, the proposed AI system will:

• Analyse spoken language during questioning
• Study tone, accent, and linguistic structure
• Compare speech patterns with known datasets
• Flag cases for further human and legal verification

Authorities say the final decision will still rest with human officials and established legal processes.

Concerns Around Accuracy and Misuse

The proposal has already sparked debate among legal experts, technologists, and civil rights observers. Language and accent are influenced by region, education, and social environment, not just nationality.

Key concerns include:

• Risk of false identification
• Bias in training data
• Potential targeting of marginalised communities
• Lack of transparency around accountability

Critics argue that any error in such systems could have severe consequences for individuals wrongly flagged.

Legal and Ethical Questions

India’s legal framework requires clear documentation and due process to determine citizenship status. Relying on AI-based language analysis adds a new layer that is not yet tested in courts.

Experts stress that:

• AI tools must not override constitutional safeguards
• Clear guidelines are needed on usage and limits
• Individuals must have access to appeal and review mechanisms

Without strong oversight, technology-driven governance can create more problems than it solves.