HBL Microfinance Bank and SUPARCO are expanding satellite-enabled agricultural financing across Punjab. The partners announced the province-wide rollout on September 14.
Their Climate-Smart Agri-Financing initiative moves beyond its pilot phase. Implementation has already begun. Punjab’s central role in Pakistan’s agriculture makes it a key market.
The programme combines satellite analysis with the bank’s field network. It also draws on its agricultural lending expertise.
Satellite data will help assess land use and crop conditions. Broader crop monitoring will support lending decisions. The partners aim to strengthen the bank’s agricultural portfolio against climate risks.
Satellite intelligence guides lending
HBL Microfinance Bank President and CEO Amir Khan said:
“Pakistan’s farmers are at the frontline of climate change, facing increasingly unpredictable weather, water stress and other risks that directly impact their livelihoods and our country’s food security. Our collaboration with SUPARCO allows us to bring the power of satellite intelligence into agricultural financing, helping us better understand conditions on the ground and enabling financing decisions that are more informed, timely and aligned with farmers’ realities. We see this partnership as a model for how technology, finance and national institutions can come together to address some of the most pressing challenges facing Pakistan’s agricultural sector.”
The expansion builds on SUPARCO’s established work in agriculture. Its wider satellite applications also cover environmental monitoring and disaster management.
The partnership applies this expertise to farm lending. Remote analysis will complement on-ground assessments. Monitoring will continue after loan disbursement.
Climate risks and farm-level assessment
SUPARCO’s Zafar Iqbal outlined the technology supporting the initiative. He serves as Member, Space Application & Research Wing.
“SUPARCO brings decades of experience in agricultural monitoring through satellite technology, supported by 35 years of spatial data archives and analytical outputs. Building on this expertise, SUPARCO has developed and trained machine learning and deep learning (ML/DL) models that generate accurate and reliable agricultural insights through a Geo-AI enabled computational platform. This capability, complemented by SUPARCO’s Space4Climate initiative, which provides probabilistic risk assessments for major climate-related hazards, including floods, droughts and hailstorms, enables the integration of agricultural and climate-risk intelligence into the agri-lending process. By bringing together these capabilities, SUPARCO has developed an analytical engine to support HBL MfB’s agri-lending system through more informed lending decisions, farm-level risk assessment and post-loan monitoring. Furthermore, SUPARCO will facilitate public access to agricultural intelligence through the Space4Climate portal, supporting wider awareness and greater resilience across the agricultural sector of Pakistan.”
The partners emphasised better information and responsible financing. They also highlighted stronger agronomic assessments. Public access to agricultural intelligence forms another planned component.
The announcement did not specify a lending target. It gave no district-wise rollout schedule. It also omitted loan pricing and eligibility details. No farmer enrolment figure accompanied the expansion announcement.
