• Background Victims and complainants belonging to Scheduled Castes and Scheduled Tribes who approach the National Helpline Against Atrocities (14566), Integrated Portal, chatbot, mobile application, IVRS, or other digital platforms often experience severe emotional distress arising from caste-based discrimination, violence, rape, gang rape, murder of family members, social boycott, displacement, threats, and prolonged legal proceedings. Presently, there is no standardized mechanism for assessing the psychological condition and vulnerability of victims at the time of first contact with authorities. • Problem Statement Design and develop an AI-enabled Real-Time Stress and Trauma Assessment Module that can assess the psychological stress, trauma, fear, anxiety, and vulnerability levels of victims/complainants interacting through NHAA (14566), the Integrated Portal, chatbot,IVRS, mobile application, or any other approved digital interface. • Expected Solution The solution should: • Analyse voice interactions, speech patterns, pauses, pitch variation, emotional indicators, and textual narratives. • Use Natural Language Processing (NLP), Speech Analytics, and Emotion AI to identify signs of trauma and distress. • Generate a Stress Vulnerability Index (SVI) on a predefined scale. • Categorize victims into Low, Moderate, High, and Critical Risk categories. • Detect indicators of severe trauma, fear, depression, suicidal ideation,intimidation, social isolation, and extreme vulnerability. • Automatically recommend counselling, legal aid, medical assistance, police intervention, witness protection, or emergency support based on risk level. • Support multilingual interactions, including major Indian languages and dialects. • Maintain privacy, informed consent, confidentiality, and ethical AI standards. • Expected Outcomes • Early identification of highly distressed victims. • Prioritization of counselling and rehabilitation services. • Improved victim-centric grievance redressal. • Better allocation of support resources. • Enhanced responsiveness of the helpline and integrated portal ecosystem. • Stakeholders: • Department of Social Justice and Empowerment • National Helpline Against Atrocities (14566) • State Governments and Union Territories • District Administrations • Counsellors and Mental Health Professionals • Law Enforcement Agencies • Rehabilitation and Welfare Authorities
AI-Based Real-Time Stress and Trauma Assessment Module for Victims/Complainants Accessing NHAA (14566) and Integrated Portal
Ministry of Social Justice and Empowerment (MoSJE)
- Ideas submitted
- 100 / 500
- Deadline
- 30 September 2026
- Category
- Software
- Theme
- MedTech / BioTech / HealthTech
Looks like it needs
How contested this one is
as of 28 SeptThat puts it 110th of the 240 statements that have any ideas at all, out of 240 on the board. It is moving, so the field here is already forming.
See what the whole field is picking →Counted from the official portal twice a day. The portal itself only shows today.
What a jury will ask about this
01“Who actually faces this problem today?”
What works: Naming one real person and what they do instead right now. Reading the statement back is not an answer, they already read it.
02“This already exists. Why yours?”
What works: That existing tools are consumer products. Yours is built for the ministry, works offline, in the local language, on official data.
03“Then why has nobody solved it yet?”
What works: The real blocker. No connectivity, no incentive, nobody owns the data. You only know this if you read the ministry's own reports.
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