Thoughtworks Insights Report 2024

This article explores the challenges and solutions related to data quality in the digital era, with a particular focus on the integration of AI and automation in the data management process. It highlights common issues such as incomplete, inconsistent, or inaccurate data and discusses the technologies that can help mitigate these problems. AI and automation offer new ways to enhance data collection, processing, and analysis, making it possible to handle large datasets more efficiently and accurately. The article reviews industry best practices for ensuring high data quality, stressing the importance of continuous improvement in data management practices.

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MIT Technology Review Insights Team & Thoughtworks Team

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Data Science for social impact

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Paper / Report

Funders Perspectives on Data Maturity of Social Purpose Organisations in India

Funders’ Perspectives on Data Maturity of Social Purpose Organisations in India is an addendum to the State of the Sector Report published by ISDM CDSSI. It explores how funders view data-driven decision-making in India’s social sector. The insights in this report come from a roundtable discussion, that was held with 19 representatives, from CSRs, family foundations, philanthropic investors, outcome-based funders, and thought leaders. It shows that data maturity is a sector-wide challenge that requires collaboration, trust, and alignment between funders, SPOs, governments, and communities.
Case Study

Rooted in Trust, Rising Together

In one of Chennai’s oldest urban settlements, over 3,000 families navigate daily challenges marked by poverty, addiction, and instability. Many children return from school to difficult home environments with limited support. Amidst this, one young woman chose to respond— not with sympathy, but with sustained action. Although Vedika was overjoyed, she was left overwhelmed by the amount of work she was putting in. Fundraising, curriculum, operations, team building, trauma counselling—she was doing everything alone. There was no advisory board. No formal governance structure. Just urgency, heart, and a mounting emotional toll on her.
Event Report

Pune and Mumbai Summary Report: Systems Convening for Philanthropy for Inclusive Development

This report summarises insights from two systems thinking convenings held in Pune and Mumbai in April 2024. Organised by CPID at ISDM, the convenings engaged stakeholders to reflect on challenges and systemic traps in Indian philanthropy, and proposed collaborative, inclusive approaches for sustainable development.
Event Report

Summary Report: Systems Convening for Philanthropy for Inclusive Development.

This report summarises the first systems convening held by CPID at ISDM in September 2023, where funders, SPOs, and PSOs used systems thinking to reflect on philanthropic dilemmas in India. Themes include trust-based philanthropy, flexibility in funding, community participation, and the use of the Iceberg Model to uncover behavioural, institutional, and belief system barriers.
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