Archive · 7 Aug 2026
Labour Codes need a Labour Box to fulfil their promise
India is changing its labour laws to protect more workers, including those without formal jobs.
The new Labour Codes aim to make rights and benefits follow the worker wherever they work.
But laws only help if people understand them.
Many workers see wage deductions or rejected provident fund claims without knowing why.
The authors think India should build a 'Labour Box.'
This would be a computer helper that answers questions about wages, gratuity, and social security in simple words and many languages.
It would use artificial intelligence and draw on India's digital labour databases.
The Labour Box would explain and guide, but it would never make decisions like a judge.
Real human officials would still handle disputes and enforcement.
The authors believe this would build trust and prevent confusion from turning into conflict.
India's Labour Codes consolidate fragmented labour laws into one framework, aiming to extend social security across organised and unorganised sectors so protection follows the worker rather than the workplace.
The authors propose a 'Labour Box': a government-backed conversational layer over India's labour databases and digital infrastructure that offers plain-language guidance.
Existing platforms like UAN, e-Shram and Shram Suvidha act as 'digital logbooks' that record what happened but rarely explain why or what should happen next.
The Labour Codes replace the traditional Inspector with an 'Inspector-cum-Facilitator,' although facilitation and enforcement do not naturally sit together.
The Labour Box would operate on a Human-in-the-Loop model, explaining and guiding but never adjudicating, with a federated architecture reflecting Central and State variations.
- Who
- Uttam Prakash, Rohit Mani Tiwari and Ranjan Kumar Sahoo, senior officials in India's labour administration, who authored the article in their personal capacity.
- What
- A proposal for a 'Labour Box,' a government-backed conversational AI interface to make the Labour Codes and social security rights understandable to workers, employers and authorities.
- When
- Not specified; framed during the implementation phase of the Labour Codes in an era when artificial intelligence is reshaping how institutions interact with citizens.
- Where
- India.
- Why
- To prevent confusion from turning into mistrust and disputes, and to build universal social security by widening participation and understanding.
- News topic
- Proposal for a 'Labour Box' to support implementation of India's Labour Codes
- Core reform
- Labour Codes consolidate fragmented labour laws; protection follows the worker, not the workplace
- Proposed solution
- Government-backed AI conversational layer over labour databases, operating Human-in-the-Loop
- Existing digital backbone
- UAN, e-Shram, Shram Suvidha and dispute-resolution platforms
- Key Code innovation
- Inspector-cum-Facilitator replaces the traditional Inspector
- Operating constraints
- Cannot adjudicate; guidance traceable to law; human escalation; informed consent and privacy protection
- Legal basis
- Labour lies in the Concurrent List; architecture must remain federated
- Authors
- Uttam Prakash (RPFC, Kochi), Rohit Mani Tiwari (RLC (C), Thiruvananthapuram), Ranjan Kumar Sahoo (RPFC, Mumbai)