{"title":"可负担住房融资的数字信用评分:印度城市的Syntellect和Reall","authors":"Andrew Jones","doi":"10.3362/1755-1986.21-00012","DOIUrl":null,"url":null,"abstract":"A promising field of housing finance innovation is digital approaches to assessing the creditworthiness of low-income borrowers, based on the application of machine learning and artificial intelligence to ‘alternative’ customer data. These reduce the risk of lending to underserved customers, many of whom work in the informal sector and lack formal credit histories. This article introduces and explores the emerging application of digital credit scoring technologies to affordable housing in India, through the practitioner lens of Syntellect – a Mumbai-based fintech firm – and their investor Reall, an innovator in climate-smart affordable housing. Syntellect has developed proprietary software called RightProfile – a unique customer profiler that caters to the unbanked, new to banking, and new to credit segment with a focus on informal micro-entrepreneurs. The article shares Syntellect and Reall’s experience to date, situating these within broader affordable housing trends and reflecting on the transferability of RightProfile outside India.","PeriodicalId":39025,"journal":{"name":"Enterprise Development and Microfinance","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Digital credit scoring for affordable housing finance: Syntellect and Reall in urban India\",\"authors\":\"Andrew Jones\",\"doi\":\"10.3362/1755-1986.21-00012\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A promising field of housing finance innovation is digital approaches to assessing the creditworthiness of low-income borrowers, based on the application of machine learning and artificial intelligence to ‘alternative’ customer data. These reduce the risk of lending to underserved customers, many of whom work in the informal sector and lack formal credit histories. This article introduces and explores the emerging application of digital credit scoring technologies to affordable housing in India, through the practitioner lens of Syntellect – a Mumbai-based fintech firm – and their investor Reall, an innovator in climate-smart affordable housing. Syntellect has developed proprietary software called RightProfile – a unique customer profiler that caters to the unbanked, new to banking, and new to credit segment with a focus on informal micro-entrepreneurs. The article shares Syntellect and Reall’s experience to date, situating these within broader affordable housing trends and reflecting on the transferability of RightProfile outside India.\",\"PeriodicalId\":39025,\"journal\":{\"name\":\"Enterprise Development and Microfinance\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Enterprise Development and Microfinance\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.3362/1755-1986.21-00012\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"Social Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Enterprise Development and Microfinance","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3362/1755-1986.21-00012","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Social Sciences","Score":null,"Total":0}
Digital credit scoring for affordable housing finance: Syntellect and Reall in urban India
A promising field of housing finance innovation is digital approaches to assessing the creditworthiness of low-income borrowers, based on the application of machine learning and artificial intelligence to ‘alternative’ customer data. These reduce the risk of lending to underserved customers, many of whom work in the informal sector and lack formal credit histories. This article introduces and explores the emerging application of digital credit scoring technologies to affordable housing in India, through the practitioner lens of Syntellect – a Mumbai-based fintech firm – and their investor Reall, an innovator in climate-smart affordable housing. Syntellect has developed proprietary software called RightProfile – a unique customer profiler that caters to the unbanked, new to banking, and new to credit segment with a focus on informal micro-entrepreneurs. The article shares Syntellect and Reall’s experience to date, situating these within broader affordable housing trends and reflecting on the transferability of RightProfile outside India.
期刊介绍:
EDM encourages critical thinking on how market systems can be more inclusive and sustainable, with concrete implications for designing, implementing, and evaluating business support programmes. EDM is essential reading for practitioners, researchers, donors, policymakers, and finance specialists engaged in market-related activities involving poor people in the global South. The coverage includes but is not restricted to: • Financial inclusion (inclusive financial services and products) • Emerging financing models (impact investment, responsible finance, social lending) • Value chain analysis and development • Inclusive business models • Equity (gender, youth, marginalized) in access to financial services and value chains • Political and regulatory framework for SME development and financial services • ICT for business development and financial services • Sustainability standards • Advisory services for SMEs • Impact assessment.