Building blocks of AgriStack – Farm (Geo-referenced village maps) registry

As discussed in the previous blog, the state farmer registry will help identify all the farmers and the agricultural land parcels they own. Textual data on landownership is fetched digitally from the revenue records. This blog addresses the second question: Where are these agricultural land parcels located? The blog further explores the creation of a geo-referenced village map registry in India, and highlights the need to identify land locations and boundaries accurately.

Land has always been central to governance and taxation in India. The Mughals introduced early reforms, while the British later formalized systems, such as Zamindari, detailed land surveys, and revenue maps. At independence, India inherited these structures along with a reliance on manual records maintained by local revenue officials. Although these practices laid the foundation for land ownership and taxation, they also left behind fragmented and inconsistent records that continue to impact land management today.

After India’s independence, state revenue departments manually maintained land titles through local revenue officers called Patwaris. These revenue officers were responsible for managing all land rights tasks at the village level. They regularly updated the revenue records and cadastral maps after every change or “mutation”. Despite the manual maintenance of these records, the digitization of maps and records began only with the launch of the National Land Records Modernization Programme (NILRMP) in 2008.

Through the years, the Government of India has undertaken multiple initiatives to address the challenges in land records. These initiatives include Strengthening of Revenue Administration and Updating Land Records (SRA and ULR) in 1987-88, Computerization of Land Records (CLR) in 1988-89, and the National Land Record Modernization Program (NLRMP) in 2008.  The most recent is the Digital India Land Records Modernization Programme (DILRMP), under which every land parcel is assigned a unique land parcel identification number (ULPIN).  

The creation of a farm (geo-referenced village map) registry is essential to spatially identify and verify each land parcel boundary with geographic coordinates. This registry also supports digital crop surveys, precision advisory services, and evidence-based planning and research. For instance, in a digital crop survey, accuracy depends on the link between every land parcel in a village and its precise location on the map.This link ensures that surveyors record crop details for each plot through direct visits, rather than complete the entire survey from a single location that may even lie outside the village.

A geo-referenced village map registry enhances agricultural planning and service delivery when it links precise land boundaries with farmer and crop data. The combination of cadastral information with satellite imagery and ground truthing through GPS or drone-based surveys creates regularly updated, high-resolution spatial layers. This connection makes advisories more relevant, manages resources more efficiently, and delivers benefits to the right farmers. Key advantages include:

  • Improved agricultural advisories and farm management: Integration of geo-referenced maps with geographic information system (GIS), crop registry, and weather data enables real-time, location-specific agricultural advisories. This helps farmers increase yields and resilience and supports crop monitoring, early disease detection, and resource optimization.
  • Reliable land ownership information and effective land management: When digital maps are linked to the farmer registry, every land mutation or subdivision can be reflected spatially in near real time. This improves targeting, reduces disputes, and enhances transparency in land administration and the delivery of benefits.
  • Data-driven policy choices and market linkages: Geo-referenced maps and integrated land–crop data support better agricultural policies, crop diversification, and precision resource planning. They also strengthen market linkages that help farmers access nearby markets, track real-time prices, and reduce dependence on intermediaries, which ultimately improves profitability.

Creation of such a registry requires a series of technical and administrative steps. The ideal method is to capture fresh ground control points and physically map every individual land parcel that uses differential GPS or drone imagery. However, this is not always feasible due to costs, geographic terrain, data maturity constraints, and limited technical capacity. In such cases, states digitize the present cadastral maps and georeference them through satellite imagery. The process to digitize and georeference a village cadastral map can be broadly divided into six key steps, as outlined below:

Despite substantial government efforts, gaps persist in efforts to achieve complete digitization, integrate cadastral maps with ownership records, and update real-time geo-referenced data. It is crucial to bridge the following gaps to enhance data accuracy, interoperability, and service delivery to farmers:

  • Inaccurate physical maps: Many physical land records are old and not regularly updated. The government often fails to accurately reflect the actual situation on the ground due to delays in map revisions.
  • Errors in manual maintenance of maps: During manual updates of land records and maps, human errors can occur. These errors result in incorrect information being displayed on the maps about the land parcel. For example, during mutation, manual updates to maps can result in errors, such as misplaced plot boundaries or incorrectly entered survey numbers.
  • Inconsistent land records: There are mismatches between the revenue records, field maps, and actual possession. These mismatches and land ownership disputes complicate land parcel ownership definition and the finalization of the digital village maps.
  • Errors in scanning and vectorization: Old paper maps may be damaged, faded, or poorly aligned, which can introduce distortions during the scanning process and compromise the precision of boundary markings. Additionally, low-resolution scans produce blurry lines and illegible text, which makes precise geographic information difficult to extract during the vectorization process.
  • Missing reference points in cadastral maps: Physical cadastral maps are difficult to match with actual locations since many rely on reference points. These include roads, trees, or landmarks that may have changed or vanished over time.

States across India have focused on efforts to digitize and geo-reference village cadastral maps through consistent mapping standards to address these challenges. This ensures spatial accuracy and interoperability across platforms. Some states have obtained high-resolution Cartosat-2 satellite images, while others have procured WorldView-2 satellite images for georeferencing.

Several states have also used drone-based mapping to capture fine-scale ground details where satellite imagery is insufficient. At the same time, a few states also conduct a special survey and settlement process to accurately depict on-ground situations and geo-reference plots. As of now, more than a dozen states have completed the digitization of all village cadastral maps and are at various stages of geo-referencing.

The integration of digitized maps with the farmer registry will provide a comprehensive profile of a farmer’s land, as the ownership data and the geo-referenced boundaries of the land parcel will be mapped to it. As part of these initiatives, Indian states have started to digitize and geo-reference village cadastral maps.

Once these digitized maps are integrated with the state farmer registry, each farmer’s landholding will have a unified spatial-textual identity. This identity combines ownership data from the revenue records with the exact digital boundaries captured through the cadastral maps. This unified record will enable instant verification of land ownership, reduce duplication, and support spatial analysis for planning and governance. Accurate, digital land maps are essential to improve farmer-focused services, such as region-specific crop insurance, customized weather updates, and location-based crop advisories.

The georeferenced village maps registry along with farmer registry and crop sown registries, forms the foundation of AgriStack. Together, these foundational registries integrate spatial, ownership, and crop data to create a unified view of Indian agriculture. Once combined, these registries will support a wide range of use cases across advisory, finance, crop management, and government expenditure, which benefits public and private sector stakeholders.

The illustration below shows how the three foundational registries interact within the AgriStack ecosystem to drive this transformation.

In the next blog of this series, we will discuss the crop sown registry in more detail.

 

 

Indian banks can unlock USD 688 bn opportunity through gender-intelligent banking: Report

New Delhi [India], November 21 (ANI): Indian banks could tap into a USD 688 billion untapped financial opportunity by adopting gender-intelligent design practices, according to a new report by MicroSave Consulting (MSC) and the National Institute of Bank Management (NIBM).

The publication comes at a critical juncture for India’s economy, as the continued underrepresentation of women across the financial ecosystem is estimated to cost the country USD 688 billion, impacting its ambition to become a USD 5 trillion economy.

While India has made strides in expanding access to financial services, active usage among women remains low, leaving one of the country’s largest untapped market segments

“Over the years, multiple actors have tried to mainstream gender into banking, but the results have been, at best, patchy. Gender-intelligent banking offers a systematic, operational approach to integrate gender within financial institutions; across business strategy, products and services, operations, and policy and governance,” said Akhand Jyoti Tiwari, Senior Partner, MSC.

“If tapped right, gender-intelligent banking alone can contribute 10 per cent of India’s USD 5 trillion economy goal,” said Dr Partha Ray, NIBM Director.

With female labour force participation rising sharply from 23.3 per cent to 41.7 per cent over the past six years, the report says there is an immediate business opportunity for banks and financial institutions. The whitepaper identifies four key areas of opportunity.

In deposits, women hold 1 billion bank accounts, yet nearly 497 million remain inactive, and activating these accounts could generate an incremental USD 253 billion in deposits, providing a critical boost amid rising credit growth.

In credit, women hold only 23 per cent of total outstanding retail credit (USD 212 billion compared to men’s USD 692 billion). With 110 million loan accounts unmet, this represents a USD 193.3 billion lending opportunity, with the average loan size for women at USD 1,712, compared to men at USD 2,825.

In investments, only 1.8 per cent of Indian women actively invest, leaving potential retail AUM growth from USD 235 billion to USD 477 billion, unlocking USD 242.3 billion.

In pensions, women account for 45 per cent of Atal Pension Yojana subscribers but accumulate USD 46,000-85,000 less than men due to career breaks and lower contributions, the report added. (ANI)

This was first published on ANI on Fri, Nov 21, 2025

Gender-intelligent banking: Branch counters to boardrooms

Women’s account ownership in India has grown exponentially through initiatives, such as the PMJDY. Yet, they remain significantly underserved in terms of usage, value of engagement, and access to higher-order financial services. Financial institutions must therefore recognize women as a diverse and strategically important customer segment with distinct financial behaviors, and not just as a social mandate.

This white paper, developed by MSC in collaboration with the National Institute of Bank Management (NIBM), presents a comprehensive and commercially grounded perspective on gender-intelligent banking. It offers evidence-driven insights to help institutions unleash long-term growth and strengthen business performance through a more informed and nuanced understanding of women customers.

 

Quantitative report – Impact on microentrepreneurs participating in digital platforms

Our new report is based on surveys with 400 microentrepreneurs, including both platformed digital users and unplatformed traditional businesses in urban and rural areas. The analysis reveals sharp contrasts in credit behavior, income patterns, and digital engagement. Gender and location strongly influence borrowing decisions, use of technology, and earnings. Yet, some findings are unexpected: Digital access does not always boost income, while women are often more independent in their use of technology. These patterns offer intriguing clues, which we explore in more detail in the full report.

Repurpose. Rejig. Reinvent: The product shift needed to unlock adaptation finance now

Funds for climate adaptation in the public sector are increasingly shrinking, which raises the question: How do we mobilize private finance for adaptation today? At MSC, we are clear that an immense opportunity lies in the delivery of adaptation finance to micro, small, and medium enterprises (MSMEs) in the agriculture and allied sectors. These MSMEs are already served by banks, microfinance institutions (MFIs), cooperatives, and mobile money providers—and this is where scale is possible right now.

The 2025 Findex data paints a stark picture, but also presents a clear path forward. In low-income countries, 35% of adults report experiencing a natural disaster or extreme weather event in the past three years. The poorest 40% are about one-third more likely than the better-off to be hit. Moreover, among those affected, large majorities report losing income or assets.

At the same time, about 75% of adults in low- and moderate-income economies have an account with a bank, microfinance institution (MFI), cooperative, or mobile money provider. While the pathways to reach people already exist, the need for financial services is high and unequal.

Let us ground this in lived experience.

In our work with the Consultative Group to Assist the Poor (and Decodis, we used MSC’s time series tool to assess the impact of climate change on the five livelihood capitals of farmers over the past 40 years. The relentless erosion of nearly all types of capital shows how climate change is already reversing decades of progress and development.

MSC’s work for CGAP in cyclone-hit Khulna shows how climate events have steadily eroded the Aman rice cycle. Delayed monsoon and heat stress fuel pest outbreaks, heavy downpours flatten seedlings, cyclonic storm surges push saline water onto fields, while prolonged flooding prevents drying and storage. This increases input costs and squeezes profits.

Affected households then must stitch together informal and formal finance. They are forced to borrow, draw down savings, and resort to other coping measures to ride out successive shocks to the area’s most valuable crop.

Extreme climate events are affecting FSPs’ portfolios

Across Bangladesh, India, and Uganda, one pattern is hard to miss: Repayments slip when extreme climate events occur. Our work with an MFI in Africa revealed that climate shocks hit roughly a quarter of clients, and as a result, the 30-day portfolio-at-risk (PAR30) increased by about 0.5–1.0%. When we look forward, local drought projections imply income reductions of 15–20%, which is sufficient to add a further 1.2–1.6% to PAR30 unless product design and restructuring rules change.

Similarly, data from Basic Unit for Resources and Opportunities of Bangladesh (show how PAR rises after each extreme climate event in high-risk districts, such as Tangail, Rangpur, Satkhira, and Cox’s Bazar. Climate is no longer just an obligatory corporate social responsibility talking point. Today, it affects the profit and loss of financial service providers.

As a result, we are beginning to see financial service providers withdraw from or limit lending to climate-affected communities. And that is where MSC’s Repurpose–Rejig–Reinvent (3Rs) framework comes into play.

What can inclusive financial service providers (IFSPs) do?

A handful of IFSPs are modifying their product suites using MSC’s 3Rs framework to respond to climate change-induced events in both Asia and Africa. In the following sections, we examine two such instances:

Case 1: MSC’s work with BURO-Bangladesh to enhance climate resilience for customers

BURO Bangladesh is moving beyond relief by applying a 3Rs strategy to make its products even more climate-responsive:

  • Repurpose: Through this part of the strategy, BURO will steer existing products toward adaptation and resilience. It will reorient staff, and thus communications and marketing, around clear climate use cases for its existing products. It will also actively use income-generation loans to finance climate-resilient seeds and inputs.
  • Rejig: BURO will use this part of the strategy to tweak loan structures and operations to fit climate realities, including season-aligned repayment schedules, and introduce the flexibility to allow temporary pauses or top-ups after verified shocks. It will also use the rejig part of the strategy to establish early-warning standard operating procedures, supported by MIS tags to enable branches to act quickly and consistently. This will improve BURO’s business efficiency.
  • Reinvent: BURO will use this component to develop, test, and launch purpose-built, climate-focused offerings. These would include pre-approved disaster loans, climate emergency savings accounts, climate-smart agriculture loans, and bundled parametric insurance. These products will be designed specifically to help households prepare for shocks and recover from them. They will be part of BURO’s ongoing business transformation endeavor to future-proof the organization.

BURO will enhance customer climate resilience in two phases. Phase 1 (6–12 months) will focus on repurposing and foundational rejigs, while phase 2 (1–2 years) will develop and scale new products and partnerships.

BURO believes that this approach will enable it to significantly enhance its impact by providing its clients with faster access to more flexible funds. This is expected to result in steadier incomes and fewer distress sales among clients, alongside a more resilient portfolio, clearer risk visibility, and even higher customer loyalty.

Case 2: MSC’s engagement with four Indian MFIs on climate-smart agriculture products

As part of an IDH-supported project, MSC identified climate-smart agriculture financing opportunities for IFSPs in India based on an analysis of their current product portfolio.

Currently, MSC is working with four MFIs in India on an ISEF-supported project to repurpose, rejig, and reinvent their product suite to support climate-smart agriculture (CSA).

Repurpose: This component seeks to reorient the IFSPs’ existing loans toward CSA. Income-generation loans are now being extended beyond the traditional livestock to finance poultry farms and aquaculture, with additional rapid top-ups to respond to seasonal needs. As part of this component, working-capital loans will be explicitly promoted for sustainable agriculture enterprises. In addition, the IFSP’s consumer durable credit products will include loans for smartphones bundled with crop-advisory services, which would turn the handset into a decision-making tool on the farm.

Rejig: This component seeks to tune product terms to fit CSA growth. Income-generation loans are being restructured into small-business loans, with larger ticket sizes and increased tenors of up to three years to support larger investments. As part of the rejig component, working capital limits are increased to provide farmers with more flexibility to purchase resilient inputs when they are needed most.

These small yet precise changes unlock climate value through faster adoption, better timing, and smarter decisions, yet keep underwriting and operations familiar for staff and clients.

Reinventing products is, of course, the most challenging and requires careful human-centered design and thorough pilot testing. We are focusing on three climate-smart agriculture loans under this part of the 3R strategy.

  1. CSA asset loans will provide credit for on-farm technologies that boost resilience and efficiency, with increased loan amounts depending on the assets being acquired. These increased loan sizes will be matched by increased tenures of two to three years and will be repaid via monthly instalments.
  2. Climate-resilient crop loans will offer a revolving credit facility that backs farmers who grow these crops. These relatively small loans will be offered with a tenure of two years, repayable in semi-annual instalments to coincide with crop cycles.
  3. Livestock insurance will provide protection against financial loss from the death or illness of livestock, such as goats and pigs. The sum insured will be the lower of the market value or the loan outstanding, for a premium of just 4% of the assured sum.

These reinvented products are more complex and riskier than those that are simply repurposed or rejigged. As a result, the MFIs are likely to seek blended finance to de-risk their delivery. Nonetheless, together, these “reinvent” products finance the hardware and working cycles, while providing the risk transfer that farmers need to adapt. Most importantly, they slot neatly alongside the MFIs’ existing microcredit operations.

The products also offer phased, seasonal, purpose-tied loans for agriculture with repayment schedules that match cash cycles. These are further strengthened by the addition of exception rules for disaster periods, such as automatic grace periods, remote guarantors or KYC, and branch-level liquidity buffers, so staff do not ration financing in the face of climate events.

The way ahead

The 3R framework aligns directly with global guidance on climate-resilient financial inclusion and climate-smart agriculture. It offers MFIs and banks a practical pathway to originate millions of small, standardized, adaptation-linked receivables that private capital can finance. Poor households worldwide are already being compelled to adapt to the effects of climate change. In response, IFSPs should adopt the 3Rs framework to guide their product response to support their clients’ adaptation and resilience.

Over the past 50 years, we have built a financial services infrastructure designed to reach and serve these vulnerable communities. We should use climate funds to de-risk their operations, repurpose, rejig, and reinvent their products, and crowd in the USD 1.5 trillion capital that this remarkable infrastructure manages. We simply cannot afford to miss this opportunity.

 

How Bangladesh can shift from reaction to resilience in climate finance for vulnerable communities

We met Masum Sheikh in Khulna, Bangladesh, where he sells sugarcane juice. Years ago, he lived peacefully in his native village of Koyra. There, he would grow rice and fish. Then came the fateful month of May 2009, when Cyclone Aila overran embankments, devastated his home, and inundated his fields with saline water. A desperate Masum withdrew his small savings from an informal group to cover essentials. He then borrowed from a microfinance institution (MFI) to repair his house and relocate his family to Chittagong.

(Infographic from CGAP: “Adapting to or just muddling through climate change?”)

In the new town, Masum’s wife and daughter worked in the garment industry, while he sold sugarcane juice. After four years, he used savings and another MFI loan to return to Khulna, where he opened a juice stall. When a bridge construction work started at his usual selling spot, he had to shut down his stall and work as a laborer at the construction site. Eventually, he moved back to Koyra to restart his fish farming business with the savings. Yet, bad luck followed him as Cyclone Amphan and later monsoon floods during COVID-19 in 2020 wiped out his stocks. Masum was compelled to take a loan from another MFI, ASA-Bangladesh, to restock, which he repaid and borrowed again to relaunch his juice stand in Khulna.

Masum’s story illustrates how low-income households effectively juggle informal savings and formal finance to adapt and rebuild, a strategy vital to climate resilience in a country like Bangladesh, where climate disasters, such as flooding, droughts, erratic rainfall, and cyclones, have become more frequent and destructive. For millions of vulnerable families, not unlike Masum’s, MFIs have emerged as a savior. However, much of this support remains reactive. MFIs focus on how to help communities recover from disasters rather than prepare them to withstand future shocks. Yet, these reactive measures do not enable true climate resilience.

The previous blog in this series, titled “From reactive coping to adaptive resilience amid climate change,” explored how climate-affected households adjust their financial behaviors during crises and how MFIs, such as BURO Bangladesh, step in with emergency support. This second part asks what the stakeholders can do differently to make resilience a central part of inclusive finance.

What inclusive finance providers can do

Make climate risk a credit variable
MFIs in Bangladesh should consider climate exposure as a key factor in lending decisions. Lenders can integrate hazard maps, rainfall patterns, and local vulnerability data into loan appraisals. They can design credit terms aligned with seasonal realities and regional risks. Global experience shows that this approach is both possible and practical. Global frameworks, such as the International Finance Corporation’s Climate Risk in Credit Model, help institutions link exposure to credit pricing.

Kenyan financial institutions use climate-smart credit scoring for smallholder farmers based on satellite rainfall data. NABARD in India incorporates climate-resilient appraisal frameworks into agricultural lending. Financial service providers in Bangladesh can draw from these models and strengthen their risk management systems, reduce portfolio exposure, and attract new streams of climate-aligned investment.

Shift to early-action finance
Although lending after a disaster helps families rebuild, financial lending before a disaster makes them resilient. MFIs in Bangladesh can pre-approve contingent credit lines that activate automatically when early-warning thresholds are triggered. Evidence from the World Food Programme’s Anticipatory Action Programme underscores how anticipatory lending has helped communities in 44 countries access funds before disasters. These measures reduced recovery costs and protected food security for more than 6.2 million lives.

Multiple cases from across the globe have shown that every dollar invested in pre-financing can save up to USD 34 in recovery costs. In Bangladesh, BRAC’s anticipatory loan pilot produced similar results. Atram.ai built on this momentum and is working to scale such anticipatory finance models through AI-driven tools. These tools provide early warnings and actionable financial triggers for MSMEs to help them protect their businesses before climate shocks strike.

Bundle simple, transparent insurance
For low-income households around the world, insurance coverage remains shockingly low. The Microinsurance Network’s 2023 Landscape Report found that while 330 million people worldwide have inclusive insurance, nearly 88% of vulnerable households remain uncovered.

In Kenya, ACRE Africa provides weather-index insurance linked to farm loans and mobile payouts, which reach more than 2 million farmers. In the Philippines, CARD MRI’s member-owned microinsurance network covers 32 million. Bangladesh MFIs can likewise partner with insurers and bundle index-based microinsurance with their savings and loan products.

Move from branch files to bankable pools
Aggregation will be essential to scale climate adaptation finance. MFIs can pool thousands of microloans into climate receivable portfolios. This model has already been tested through the Incofin Climate-Smart Microfinance Fund, which combines adaptive lending and insurance to attract blended capital. Development finance institutions and impact investors can provide first-loss guarantees, while insurance companies can add protection layers that cover large-scale or widespread disasters, which affect many borrowers at once.

Such blended finance instruments could crowd in commercial money without compromising client protection. In Bangladesh, similar financing structures could help institutions, such as BURO, channel funds into resilient agriculture, house elevation, and livelihood diversification of their clients.

What regulators and funders can do

Enable innovation through regulatory sandboxes
Innovation thrives when experimentation is encouraged. Several countries now use regulatory sandboxes to test climate-focused financial innovations. For example, the Reserve Bank of Fiji introduced a parametric insurance product under the UNCDF’s Pacific Insurance and Climate Adaptation Programme. The Bangladesh Bank could introduce similar climate finance sandboxes where MFIs can test out new ideas, such as parametric insurance or anticipatory credit, under simplified compliance.

Provide pre-arranged liquidity and risk-sharing
Speedy solutions can make all the difference in moments of crisis. Global initiatives show how risk-sharing and early-action finance can keep institutions afloat during climate shocks. For instance, KfW’s InsuResilience Investment Fund offers a USD 10-million contingent credit line that releases liquidity for MFIs after disasters. The IFC’s Risk Sharing Facility provides first-loss guarantees to de-risk climate lending. The Climate Risk and Early Warning Systems (CREWS) initiative supports early-warning infrastructure that links forecasts to risk-informed financial responses. Such facilities enable MFIs to continue lending even when disaster strikes, which ensures clients are not left waiting for relief.

In Bangladesh, DFIs and climate funds can accelerate crisis response if they establish standby liquidity facilities, first-loss guarantees, and reinsurance mechanisms tied to early warning systems.

Standardize data and metrics
The UNEP Adaptation Gap Report 2023 emphasizes that consistent, comparable data is essential to develop measurable climate resilience and mobilize private capital for adaptation at scale. Funders can strengthen accountability and investor confidence if they help MFIs adopt standardized metrics, such as assets protected, negative coping mechanisms avoided, or loans disbursed before impact.

Link national policy to local delivery
Climate finance strategies work best when policy supports practice. Therefore, the country’s MFIs should align national frameworks, such as Bangladesh’s National Financial Inclusion Strategy (NFIS), with grassroots implementation to ensure adaptation resources reach the communities most at risk. Coordinated action between regulators, donors, and MFIs can ensure that national ambitions translate into local resilience outcomes.

A shared responsibility for the future

The shift from reaction to resilience cannot rest on any single actor. MFIs, such as BURO Bangladesh, have shown agility and empathy in their response to crises. However, they need support to help clients anticipate and adapt to climate challenges. Regulators must provide the enabling frameworks, while funders and investors must inject catalytic capital and share risk.

Players in Bangladesh’s inclusive finance ecosystem must collaborate to anticipate risks, reduce losses, and shift from short-term coping to long-term adaptation. MFIs, regulators, and funders must shift their focus and work collaboratively to support devastated families before the next crisis hits.

Effective climate resilience will require triangulated collaboration, where MFIs deliver access; regulators create guardrails, and funders bring scale. Each of these actors can only manage symptoms if they work in isolation. Yet, together, they can transform Bangladesh’s vast inclusive-finance network into an engine of climate adaptation that can drive a safety net to protect livelihoods, strengthen communities, and empower the people most exposed to a changing climate.

Masum Sheikh and millions of climate-struck people like him in Bangladesh deserve finance networks that can shield them from climate disasters.