The 21st century is marked by a profound transformation in education and employment. Universities are under pressure to identify students who can succeed academically while also thriving in a world of constant change. Employers, on the other hand, seek graduates who demonstrate transversal skills such as critical thinking, creativity, collaboration, and communication (the 4Cs). Traditional examinations, often focused on rote memory and narrow subject mastery, are increasingly misaligned with these needs. The mySATHI Foundation has introduced SATHI, a computer-adaptive, on-demand assessment that goes beyond conventional metrics. Yet, for such an innovation to gain acceptance globally, it requires an institutional anchor of credibility-a body dedicated to research, validation, and continuous improvement. ICARDS was created to fulfill this role. ICARDS is not limited to India. It is conceived as an international hub of excellence, shaping assessment discourse globally, benchmarking against international standards, and building fairness and inclusivity into the DNA of testing.

Vision: To be a globally recognized centre of excellence in assessment research, ensuring that tests are valid, reliable, fair, inclusive, and future-relevant

Mission: To generate scientific evidence, foster innovation in data sciences, and influence global education and employment policies through rigorous research in assessments

Philosophy: ICARDS is built on three core principles:

1. Evidence over assumption - Every claim about SATHI and related assessments must be backed by empirical research
2. Inclusivity over exclusivity - Assessments must serve all learners, regardless of language, gender, geography, or socio-economic background
3. Global over local - ICARDS must serve as a global platform, contributing to and learning from international best practices

ICARDS' research agenda is broad, ambitious, and future-focused. It covers four key dimensions:

Validity and Reliability

ICARDS will conduct multi-institution pilots, predictive validity studies, and longitudinal analyses to demonstrate that SATHI scores correlate with meaningful outcomes-such as university performance, retention, and employability. Reliability will be established using advanced psychometric methods, including Generalizability Theory, Item Response Theory (IRT), and Bayesian models.

Fairness and Equity

Fairness lies at the heart of ICARDS' mandate. The centre will conduct Differential Item Functioning (DIF) analyses to detect bias and ensure cultural neutrality. AI-driven language audits will be used to check for unintended linguistic or socio-economic bias. ICARDS will actively ensure that SATHI is inclusive for students from rural and urban backgrounds, across gender identities, and in multiple languages.

Data Sciences and Technology

ICARDS will operate at the frontier of data-driven assessment. Research will include:

1. AI-driven adaptive algorithms that adjust in real time to test-taker performance
2. Automated essay scoring (AES) and speech recognition analytics to measure communication skills
3. Multimodal analytics (keystroke logging, eye-tracking, behavioral signals) to capture deeper insights
4. Blockchain-enabled credentialing for secure, portable, and tamper-proof score reporting
5. Build Assessments technologies as an accessible digital public good (DPG) for all stakeholders interested in assessments including institutions, governments, individuals etc,

Employability and Workforce Readiness

ICARDS will employ a combination of traditional psychometric methods and emerging data science techniques:

1. Pilot Studies - Large-scale pilots across universities in multiple countries
2. Longitudinal Tracking - Following cohorts of students over time to test predictive validity
3. Multimodal analytics (keystroke logging, eye-tracking, behavioral signals) to capture deeper insights
4. Psychometric Analysis - Reliability coefficients, factor analysis, IRT modeling
5. AI & Machine Learning - For adaptive item calibration, natural language processing, and multimodal data integration
6. Fairness Audits - Regular bias detection across socio-demographic categories

Chairperson

1. Prof. Partha Pratim Chakrabarti - Former Director, IIT Kharagpur; globally recognized computer scientist and education leader

Full time working Group

1. Chintan Turki as the head of research and production at ICARDS
2. Pareshnath Paul as the head of technologies
3. VS Balasubramaniam as the head of ICARDS for design and validity studies

Global Advisory Board of Experts (GABE)

This structure ensures that ICARDS operates with academic rigor, global legitimacy, and cross-sectoral insights

ICARDS will endeavour to partner with leading organisations such as ETS (USA), Cambridge Assessment (UK), OECD (PISA), and UNESCO. It will also forge South-South collaborations across Africa, Latin America, and Asia, ensuring inclusivity for emerging economies. These collaborations will include joint studies, field research, faculty exchanges, and co-hosted conferences.

ICARDS will have multi-layered impact:

1. For Students - Fair, inclusive, and globally recognized assessments that create pathways to higher education and jobs
2. For Universities - Reliable, evidence-based tools for admissions and retention strategies
3. Multimodal analytics (keystroke logging, eye-tracking, behavioral signals) to capture deeper insights
4. For Employers - Predictive assessments that align with workplace success, aiding recruitment and workforce planning
5. For Policymakers - Evidence-based insights to reform education systems and accreditation processes
6. For Researchers - A global laboratory for psychometric and AI-driven innovation