World-Watching: Old Problem, Modern Solution: Emerging Technologies for Anti-Corruption

[from Asia-Pacific Economic Cooperation, 29 July, 2025]

by Emmanuel A. San Andres and Glacer Nino A. Vasquez

Harnessing new tools to strengthen transparency and accountability can help APEC economies combat corruption and build public trust.

The Code of Hammurabi is one of humanity’s oldest surviving legal texts. Etched in basalt nearly four millennia ago, one of the many crimes it proscribes is corruption by a judge, for which the punishment is a hefty fine—“twelve times the fine set by him in the case”—plus removal and perpetual disqualification from office. Today, laws are published online rather than on stone tablets, but corruption remains a scourge across societies.

Thousands of years later, the fight against corruption continues. Corruption scandals continue to make headlines across the region, affecting both public and private institutions. Whether involving procurement fraud or illicit finance flows, these cases underscore how quickly trust can erode when institutions fail to adapt. The need for preventive systems, powered by data, backed by law and enabled by technology, has never been more urgent. Across APEC, the principles of transparency, accountability and integrity remain central to strong public institutions. As economies become more interconnected and more data-driven, emerging technologies are offering new ways to advance these goals.

APEC economies have long relied on oversight mechanisms such as audits, procurement rules, and internal checks to prevent, detect and prosecute corruption. These tools have been effective in fighting corruption, and they remain essential. But at the same time, new technology has also opened new pathways for corruption: The discreet meeting at a coffeeshop may now occur over an encrypted messaging app, and the cash-filled envelope replaced by a cryptocurrency transfer.

As corrupt actors grow more technologically sophisticated, so too must anti-corruption efforts. APEC economies are not new to digital solutions—e-government and e-procurement portals have reduced opportunities for hidden transactions. Beneficial ownership registries and asset tracking systems make it easier to prosecute and penalise incidents of corruption when they do occur. But emerging technologies offer even more powerful tools to prevent, detect and deter corruption.

For example, artificial intelligence and machine learning (AI/ML) enable real-time monitoring, risk scoring, pattern detection, and predictive analytics. These tools can support monitoring and investigation by automating document review and evidence gathering. AI/ML can also enhance institutional capacity through adaptive, personalized training systems.  Meanwhile, advanced data analytics can support the review of large volumes of data, revealing patterns of corrupt activity and informing decision-making. When data from different sources are connected, it becomes easier to understand corruption risks early and act with greater precision.

Blockchain—the technology that enables cryptocurrencies—can be used to create immutable, transparent ledgers for government transactions, supply chain monitoring and secure identity management, making it harder to conceal corrupt activity. Remote sensing and facial recognition technologies also offer potential in compliance monitoring and anomaly detection.

However, implementing these emerging technologies have their share of challenges and risks. The effectiveness of AI/ML systems is only as good as the quality, integrity and objectivity of the data they are fed; biased inputs can produce biased outcomes. Blockchain technology is very energy-intensive, which may hinder its scalability and availability. Facial recognition raises serious concerns over privacy and due process, enabling widespread surveillance without individual consent.

These trends mirror growing international momentum around the digitalization of integrity systems. International organizations are helping lead the way: the OECD is leveraging AI and big data to detect corruption risks and improve compliance, while the World Bank’s Governance Risk Assessment System [archived PDF] uses analytics to uncover fraud in public procurement, with pilots already underway in Brazil. As stewards of major anti-corruption conventions, these institutions are turning innovation into accountability. For APEC economies, this alignment offers a timely opportunity to shape global standards while advancing domestic reform.

It is also important to recognize the central role of human and institutional elements in anti-corruption efforts. Emerging technologies are not a silver bullet; they will only be effective if they are well integrated into government processes and are aligned with the skills of the people who need to use them. Training and capacity building will be essential to bridge capability gaps, while a committed leadership will be needed to implement the legal reforms and oversight structures needed to ensure effective adoption.

Buy-in from anti-corruption stakeholders across government, the private sector and civil society is also crucial to this pursuit. Technologies like AI/ML and advanced analytics require large volumes of reliable data, requiring cooperation and information sharing. Public understanding and trust, ethical use of data and equitable access to technology are all essential to ensuring long-term success.

APEC economies are at different stages of readiness to adopt these emerging technologies. While some economies have yet to develop adequate digital infrastructure, human capital and institutional structures, others are already in a position to expand or integrate more advanced anti-corruption tools into their day-to-day processes. Capacity building, information sharing and dialogue can help narrow this gap while learning from the experiences of those ahead.

This is where regional cooperation can make a difference APEC provides a platform for knowledge sharing, capacity building and policy cooperation. The Anti-Corruption and Transparency Experts Working Group could provide a venue for a collaborative strategy to mainstream emerging technology in anti-corruption work, while building technical capacity for economies that need it. Likewise, the upcoming APEC High-Level Dialogue on Anti-Corruption Cooperation provides an opportunity to reaffirm values and shared commitments in the fight against corruption.

Corruption has existed since the dawn of civilization. As methods to commit corruption have evolved, so must the tools to combat it. People and institutions will always remain at the heart of anti-corruption efforts, but with the right governance and safeguards, emerging technologies can be game-changers in fighting corruption and recovering its proceeds, whether it’s in Babylonian sheqels or in bitcoins.

Emmanuel A. San Andres is a senior analyst, Glacer Niño A. Vasquez is a researcher at the APEC Policy Support Unit. For more on this topic, read the latest issue paper “Technologies for Preventing, Detecting, and Combatting Corruption [archived PDF].

Economics—A Decade after the Global Recession: Lessons and Challenges for Emerging and Developing Economies

from M. Ayhan Kose, Director, Prospects Group, World Bank Group:

Dear Colleagues.

This year marks the tenth anniversary of the 2009 global recession. Most emerging market and developing economies (EMDEs) weathered the global recession relatively well, in part by using the sizeable fiscal and monetary policy buffers accumulated during the prior years of strong growth. However, a short-lived rebound in activity has been followed by a decade of protracted weakness in EMDEs amid bouts of financial market stress, falling commodity prices, and subdued trade and investment.

Are EMDEs ready to face a deeper global downturn, if it materializes? Our new study A Decade After the Global Recession: Lessons and Challenges for Emerging and Developing Economies [PDF] takes on this question. It examines developments of the past decade, draws lessons for these economies, and discusses policy options. The study is the first comprehensive analysis on the topic with a truly EMDE focus. It offers three main conclusions. First, perhaps for the first time, many EMDEs were able to implement large-scale countercyclical fiscal and monetary policy stimulus during the last global recession. Second, looking ahead, policymakers in many EMDEs are now equipped with stronger policy frameworks than in earlier global downturns or financial crises. Third, EMDEs have now less policy room to face a global downturn than they had before the 2009 global recession. Irrespective of the timing of the next global downturn, the big lesson of the past decade for EMDEs is clear: since they are less well prepared today than prior to the 2009 episode, they urgently need to undertake cyclical and structural policy measures to be able to effectively confront the next downturn when it happens.

You can download the book here [PDF]. Its table of contents is below (each chapter individually downloadable). All charts featured in the book (with underlying data series) are also available below.

A Decade After the Global Recession: Lessons and Challenges for Emerging and Developing Economies [PDF]

Edited by M. Ayhan Kose and Franziska Ohnsorge

Part I: Context

Chapter 1: A Decade After the Global Recession: Lessons and Challenges [PDF]
Chapter 2: What Happens During Global Recessions? [PDF]

Part II: In the Rearview Mirror

Chapter 3: Macroeconomic Developments [PDF]
Chapter 4: Financial Market Developments [PDF]
Chapter 5: Macroeconomic and Financial Sector Policies [PDF]

Part III: Looking Ahead

Chapter 6: Prospects, Risks, and Vulnerabilities [PDF]
Chapter 7: Policy Challenges [PDF]

Part IV: Implications for the World Bank Group

Chapter 8: The Role of the World Bank Group [PDF]

Excel Charts

Complete archive [ZIP]

Chapter 1 [XLSX]
Chapter 2 [XLSX]
Chapter 3 [XLSX]
Chapter 4 [XLSX]
Chapter 5 [XLSX]
Chapter 6 [XLSX] Box [XLSX]
Chapter 7 [XLSX]
Chapter 8 [XLSX]

PS: This study follows on the World Bank Group’s recent book on Inflation in Emerging and Developing Economies. For their main periodical products, please visit: Global Economic Prospects and Commodity Markets Outlook. For their full menu of monitoring publications, please visit: World Bank Economic Monitoring. For their analytical work on topical policy issues, please visit Prospects Group Policy Research Working Papers.