可负担住房融资的数字信用评分:印度城市的Syntellect和Reall

Andrew Jones
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引用次数: 0

摘要

住房金融创新的一个有前景的领域是基于机器学习和人工智能对“替代”客户数据的应用,评估低收入借款人信用的数字方法。这些措施降低了向服务不足的客户放贷的风险,其中许多客户在非正规部门工作,缺乏正式的信用记录。本文通过总部位于孟买的金融科技公司Syntellect及其投资者Reall(气候智能经济适用房的创新者)的从业者视角,介绍并探索了数字信用评分技术在印度经济适用房中的新兴应用。Syntellect开发了一款名为RightProfile的专有软件,这是一款独特的客户档案器,面向无银行账户、新进入银行业和新进入信贷领域的客户,重点关注非正规微型企业家。文章分享了Syntellect和Reall迄今为止的经验,将其置于更广泛的经济适用房趋势中,并反思了RightProfile在印度以外的可转让性。
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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.
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来源期刊
Enterprise Development and Microfinance
Enterprise Development and Microfinance Social Sciences-Development
CiteScore
0.60
自引率
0.00%
发文量
16
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.
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