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New research from Center for Financial Inclusion at Accion reveals digital technologies are fueling micro and small business growth in emerging markets

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Survey of over 20,000 micro and small businesses in five major cities shows digital tools are driving sales and improved productivity, but flexible financial services needed to strengthen businesses’ financial health

WASHINGTON, April 24, 2025 /PRNewswire/ — New research from the Center for Financial Inclusion (CFI) at Accion released today reveals that MSEs adopting digital tools are up to 10% more likely to report revenue growth, but usage of these tools remains low. CFI’s report provides the clearest picture yet of the challenges and opportunities that determine the business trajectory of micro and small enterprises (MSEs) in five rapidly changing emerging markets.

The survey of MSEs across Addis Ababa, Delhi, Jakarta, Lagos, and São Paulo revealed digital products and services offered opportunities for growth and greater efficiencies, while highlighting resource constraints, consumer protection risks, and heightened vulnerability to economic and climate shocks, as challenges faced by the businesses.

Key findings from the study include:

MSEs adopting digital tools were up to 10% more likely to report revenue growth, but usage of these tools remained low. In Addis Ababa, more than half of MSEs reported using no digital technology applications. MSEs in Delhi, Jakarta, and Lagos were using at least one digital tool.Entrepreneurs across the 5 cities reported using an average of 1.8 to 5 formal financial services, reflecting diverse levels of adoption and engagement with financial tools. Businesses that integrated digital payments reported significantly higher revenue per employee.Women entrepreneurs represented 70% of MSE owners in Jakarta, but just 11% in Delhi, with figures of 35% in São Paulo, 43% in Addis Ababa, and 53% in Lagos. In many markets, MSEs are not started by choice but as a response to unemployment, making the businesses more vulnerable and reducing long-term resilience, which has implications for financial service design.1 in 3 micro and small businesses reported being impacted by drought, floods, or other environmental shocks, and less than 20% reported being able to come up with emergency funds within one week. Of those entrepreneurs impacted by an environmental shock, up to 29% said they were more likely to invest in adapting their business to the changing climate.

The study, supported by the Mastercard Center for Inclusive Growth, used Adaptive Cluster Sampling – a research technique that enabled a strong focus on urban areas with high numbers of MSEs. CFI focused on understanding the drivers of financial health for MSEs that represent the largest source of income generation in emerging markets. A total of 20,000 MSEs were surveyed, with 4,000 interviews conducted to build a sample that represents 1.7 million MSEs across the 5 cities.

“Nowadays, small businesses are facing unprecedented threats, from cyberattacks to the economic impact of extreme weather events,” said Payal Dalal, executive vice president of global programs at the Mastercard Center for Inclusive Growth. “The research released by Accion highlights the opportunity to work alongside small businesses to provide solutions that secure them against these challenges; it’s not only about mitigating risks in the digital economy but making sure small businesses have the opportunity to thrive during this increasingly volatile time.”

The research highlighted the importance of access to digital technology and formal financing, but noted resilience was determined by a wider range of factors including personal safety nets, such as savings and informal support systems. Businesses that combined access to credit, savings, and insurance with strong financial literacy were better positioned to manage shocks, and entrepreneurs with higher education levels were more likely to use a mix of different formal financial services, contributing to stronger resilience and improved financial health.

Researchers tracked the use of 10 distinct non-financial and financial digital technologies among MSEs, showing stark differences in adoption. In Addis Ababa, MSEs used an average of only 1.6 digital technologies, largely due to poor internet connectivity. In contrast, Delhi, Jakarta, and Lagos showed wider adoption of digital tools, with messaging apps and social media used widely to engage customers. E-commerce platforms remained under-utilized by MSEs across all cities, emphasizing potential for significant growth when barriers such as digital literacy and access are addressed.

The study also revealed many MSEs are already making small investments to prepare for shocks, such as stocking up on supplies before expected disruptions, investing in backup power sources, or reinforcing physical infrastructure. Yet the same businesses reported low levels of borrowing in response to emergencies, demonstrating that financial services are not structured to support these types of preemptive or recovery-oriented investments. During emergencies, traditional application and approval processes can be disrupted, leaving businesses without timely support, and underscoring the need for disaster-resilient financial services, such as pre-approved credit lines or insurance products that can provide immediate assistance to businesses when they need it most.

Edoardo Totolo, Vice President of Research and Programs at the Center for Financial Inclusion at Accion and lead author of the report, said: “Our research shows when micro and small businesses are connected to the digital economy and a range of financial solutions, they are better equipped to withstand real-world emergencies. Unfortunately, insurance, savings, and responsible credit remain out of reach for many of these businesses that are the engines of their national economies. While the advantages of going digital are clear, policymakers and financial providers must design products tailored to the needs of these vulnerable businesses that they can easily use and trust to ensure advances in technology improve their financial health.” 

About the Center for Financial Inclusion at Accion

The Center for Financial Inclusion (CFI) is an independent think tank that uses rigorous research and advocacy to advance inclusive financial systems for low-income people around the world. We work to advance inclusive financial services for the billions of people who currently lack the financial tools needed to improve their lives and prosper. We leverage partnerships to conduct rigorous research and test promising solutions and advocate for evidence-based change. CFI was founded by Accion in 2008 as an independent think tank on inclusive finance. More at https://www.centerforfinancialinclusion.org  

About Accion 

Accion is a global nonprofit on a mission to create a fair and inclusive economy for the nearly two billion people who are failed by the global financial system. We develop and scale responsible digital financial solutions for small business owners, smallholder farmers, and women, so they can make informed decisions and improve their lives. Through targeted investment strategies, advisory solutions, and expert thought leadership, we work with local partners to develop and scale cheaper, more accessible, and customer-friendly financial solutions. Since 1961, Accion has helped build 267 financial service providers serving low-income clients in 75 countries, reaching 440 million people. More at https://www.accion.org

About the Mastercard Center for Inclusive Growth  

The Mastercard Center for Inclusive Growth advances equitable and sustainable economic growth and financial inclusion around the world. The Center leverages the company’s core assets and competencies, including data insights, expertise, and technology, while administering the philanthropic Mastercard Impact Fund, to produce independent research, scale global programs, and empower a community of thinkers, leaders, and doers on the front lines of inclusive growth. For more information and to receive its latest insights, follow the Center on LinkedIn, Instagram and subscribe to its newsletter.

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SOURCE The Center for Financial Inclusion at Accion

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Chef Robotics Physical AI Models Can Now Automate Baked Goods Packing

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SAN FRANCISCO, April 29, 2026 /PRNewswire/ — Chef Robotics, a leader in physical AI for the food industry, today announced that Chef robots can now automate tray assembly for baked goods packing. The application places baked products, such as burger buns, chocolate chip cookies, biscotti, butter cookies, biscuits, fortune cookies, granola bars, rusks, and shortbreads into trays and packaging containers before sealing.

Watch Chef robots in action.

Baked goods packing has historically been difficult to automate for high-mix production. Each item behaves differently on the production line—a granola bar compresses under the wrong grip, while a biscotti or rusk can crack if placed at the wrong angle. Surface textures range from glazed and smooth to crumbly and irregular, and strict presentation requirements leave little room for error. This variability has made it challenging for automation systems to reliably handle baked goods at production speeds, leaving food manufacturers dependent on manual labor and traditional bakery equipment.

To address this, Chef built its baked goods packing application on its existing piece-picking capability, which uses Chef’s AI-powered computer vision and physical AI models trained across diverse real-world production environments. This allows Chef robots to assess each item’s position, shape, and orientation in real time and determine how to pick the items from the pan and place them quickly and precisely without damaging them.

The baked goods packing application supports four distinct placement capabilities.

First, Chef’s vision system detects the angle at which each item sits in the pan and reorients it after picking, placing it on the tray at the exact angle required, regardless of its original position, enabling retail-ready presentation for SKUs that require precise angular placement.

Second, Chef robots can place multiple baked goods into the same packaging container in a single automated pass, completing full tray assembly without manual intervention.

Third, for packaging containers with multiple small compartments, Chef robots can precisely place items into each designated section, including multiple items in the same compartment, using Chef’s AI vision model to detect compartment positions and orientations in real time.

Fourth, Chef’s vision system identifies the exact center of each tray and places every item at a predefined offset from that center, ensuring a uniform, consistent arrangement across every pack regardless of how trays arrive on the conveyor.

For food manufacturers evaluating bakery systems and baked goods packaging automation, the application offers higher throughput, reduced labor dependency, and consistent presentation across shifts. The capability runs on Chef’s existing robotic hardware and software, allowing manufacturers to deploy it without requiring any changes to their production lines.

Chef’s baked goods packing application is available in the U.S., Canada, Germany, and the UK and is included as part of Chef’s robotics-as-a-service (RaaS) pricing model.

About Chef Robotics
Chef is the first company to have commercialized a scalable AI-driven food robotics solution. With over 104 million servings made in production, Chef leverages ChefOS, an AI platform for food manipulation, to offer a Robotics-as-a-Service solution that helps industry-leading food companies increase production volume and meet demand. Headquartered in San Francisco, CA, Chef aims to empower humans to do what humans do best by accelerating the advent of intelligent machines. Visit https://chefrobotics.ai to learn more.

View original content:https://www.prnewswire.com/news-releases/chef-robotics-physical-ai-models-can-now-automate-baked-goods-packing-302756923.html

SOURCE Chef Robotics

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Chef Robotics Physical AI Models Can Now Automate Baked Goods Packing

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SAN FRANCISCO, April 29, 2026 /PRNewswire/ — Chef Robotics, a leader in physical AI for the food industry, today announced that Chef robots can now automate tray assembly for baked goods packing. The application places baked products, such as burger buns, chocolate chip cookies, biscotti, butter cookies, biscuits, fortune cookies, granola bars, rusks, and shortbreads into trays and packaging containers before sealing.

Watch Chef robots in action.

Baked goods packing has historically been difficult to automate for high-mix production. Each item behaves differently on the production line—a granola bar compresses under the wrong grip, while a biscotti or rusk can crack if placed at the wrong angle. Surface textures range from glazed and smooth to crumbly and irregular, and strict presentation requirements leave little room for error. This variability has made it challenging for automation systems to reliably handle baked goods at production speeds, leaving food manufacturers dependent on manual labor and traditional bakery equipment.

To address this, Chef built its baked goods packing application on its existing piece-picking capability, which uses Chef’s AI-powered computer vision and physical AI models trained across diverse real-world production environments. This allows Chef robots to assess each item’s position, shape, and orientation in real time and determine how to pick the items from the pan and place them quickly and precisely without damaging them.

The baked goods packing application supports four distinct placement capabilities.

First, Chef’s vision system detects the angle at which each item sits in the pan and reorients it after picking, placing it on the tray at the exact angle required, regardless of its original position, enabling retail-ready presentation for SKUs that require precise angular placement.

Second, Chef robots can place multiple baked goods into the same packaging container in a single automated pass, completing full tray assembly without manual intervention.

Third, for packaging containers with multiple small compartments, Chef robots can precisely place items into each designated section, including multiple items in the same compartment, using Chef’s AI vision model to detect compartment positions and orientations in real time.

Fourth, Chef’s vision system identifies the exact center of each tray and places every item at a predefined offset from that center, ensuring a uniform, consistent arrangement across every pack regardless of how trays arrive on the conveyor.

For food manufacturers evaluating bakery systems and baked goods packaging automation, the application offers higher throughput, reduced labor dependency, and consistent presentation across shifts. The capability runs on Chef’s existing robotic hardware and software, allowing manufacturers to deploy it without requiring any changes to their production lines.

Chef’s baked goods packing application is available in the U.S., Canada, Germany, and the UK and is included as part of Chef’s robotics-as-a-service (RaaS) pricing model.

About Chef Robotics
Chef is the first company to have commercialized a scalable AI-driven food robotics solution. With over 104 million servings made in production, Chef leverages ChefOS, an AI platform for food manipulation, to offer a Robotics-as-a-Service solution that helps industry-leading food companies increase production volume and meet demand. Headquartered in San Francisco, CA, Chef aims to empower humans to do what humans do best by accelerating the advent of intelligent machines. Visit https://chefrobotics.ai to learn more.

View original content:https://www.prnewswire.com/news-releases/chef-robotics-physical-ai-models-can-now-automate-baked-goods-packing-302756923.html

SOURCE Chef Robotics

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Air Products to Expand Industrial Gas Supply for Samsung Electronics’ Next-Generation Semiconductor Fab in South Korea

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New investment underscores the company’s long-term commitment to Korea and its leading role in the global semiconductor industry 

LEHIGH VALLEY, Pa., April 29, 2026 /PRNewswire/ — Air Products (NYSE:APD), a world-leading industrial gases company and serving Samsung globally, today announced it has been selected by Samsung to supply industrial gases for its new advanced semiconductor fab in Pyeongtaek, Gyeonggi Province, South Korea.

Under the agreement, Air Products will build, own and operate multiple state-of-the-art production facilities and a bulk specialty gas supply system to supply nitrogen, oxygen, argon, and hydrogen for Samsung’s new semiconductor fab. The new facilities are expected to come onstream in multiple phases from 2028 through 2030.

Air Products has a long track record of executing multiple phase expansions in Pyeongtaek to support Samsung’s growing manufacturing needs. This latest project represents Air Products’ largest investment to date in the semiconductor industry and will establish Pyeongtaek as the company’s single largest operations site globally supporting the electronics industry. 

“Air Products is honored to be selected once again by Samsung and to have their continued confidence as a trusted partner supporting their strategic growth plans,” said SR Kim, President, Air Products Korea. “This significant investment reinforces Air Products’ role as a leading global supplier to the semiconductor industry and underscores our long-standing commitment to supporting our strategic customers with safety, reliability, efficiency and excellent service.”

Air Products has served the global electronics industry for more than 40 years, supplying industrial gases safely and reliably to many of the world’s leading technology companies. The company has operated in Korea for more than 50 years and has established a strong position in electronics and manufacturing sectors.

About Air Products

Air Products (NYSE: APD) is a world-leading industrial gases company in operation for over 85 years focused on serving energy, environmental, and emerging markets and generating a cleaner future. The Company supplies essential industrial gases, related equipment and applications expertise to customers in dozens of industries, including refining, chemicals, metals, electronics, manufacturing, medical and food. As the leading global supplier of hydrogen, Air Products also develops, engineers, builds, owns and operates some of the world’s largest clean hydrogen projects, supporting the transition to low- and zero-carbon energy in the industrial and heavy-duty transportation sectors. Through its sale of equipment businesses, the Company also provides turbomachinery, membrane systems and cryogenic containers globally.

Air Products had fiscal 2025 sales of $12 billion from operations in approximately 50 countries. For more information, visit airproducts.com or follow us on LinkedInXFacebook or Instagram.

This release contains “forward-looking statements” within the safe harbor provisions of the Private Securities Litigation Reform Act of 1995. These forward-looking statements are based on management’s expectations and assumptions as of the date of this release and are not guarantees of future performance. While forward-looking statements are made in good faith and based on assumptions, expectations and projections that management believes are reasonable based on currently available information, actual performance and financial results may differ materially from projections and estimates expressed in the forward-looking statements because of many factors, including the risk factors described in our Annual Report on Form 10-K for the fiscal year ended September 30, 2025 and other factors disclosed in our filings with the Securities and Exchange Commission. Except as required by law, we disclaim any obligation or undertaking to update or revise any forward-looking statements contained herein to reflect any change in the assumptions, beliefs or expectations or any change in events, conditions or circumstances upon which any such forward-looking statements are based.

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SOURCE Air Products

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