Close this search box.

We are creating some awesome events for you. Kindly bear with us.

Singapore: Harnessing Data and Tech for Climate Risk Management

Getting your Trinity Audio player ready...

The growing urgency of climate change has prompted financial authorities worldwide to integrate climate risk analysis into their financial stability frameworks. Addressing this need, the Bank for International Settlements (BIS) Innovation Hub and the Monetary Authority of Singapore (MAS) have developed a comprehensive blueprint for a climate risk platform, detailed in a recent report. Project Viridis explores the integration of regulatory and climate data to offer critical insights into climate-related financial risks.

Adapted from the Bank for International Settlements website

Integrating climate risk analysis into financial stability surveillance poses significant challenges due to the complex and multifaceted nature of climate change. Key obstacles include notable data gaps and a limited understanding of how to accurately measure climate-related risks. Financial institutions often struggle to incorporate climate risk into their regulatory frameworks due to these issues.

Project Viridis aims to overcome these challenges by creating a blueprint for a climate risk platform that financial authorities can use to identify, monitor, and manage climate risks. Developed at the BIS Innovation Hub Centre in Singapore, the platform leverages advanced technology and collaborative efforts from global financial authorities.

The climate risk platform outlined in the Project Viridis report incorporates several critical features and metrics essential for comprehensive climate risk analysis. These include:

Financed Emissions Data: Data on emissions financed by financial institutions, providing insights into the carbon footprint of investments.

Physical Risk Exposure: Analysis of physical risks associated with climate change, such as extreme weather events and their impact on assets.

Forward-Looking Assessments: Scenario analysis tools that evaluate potential future climate conditions and their financial implications.

These features enable financial authorities to develop a nuanced understanding of climate risks and incorporate them into their regulatory assessments.

The platform’s technology architecture, developed by the BIS Innovation Hub Singapore Centre and MAS, represents a significant advancement in climate risk management. Central to this architecture is the Ellipse Data and Knowledge Platform (EDKP), which enables the integration of structured and unstructured data from various sources.

EDKP’s capability to combine different data types is particularly crucial. By using natural language processing (NLP) techniques, the platform can extract climate-related data from corporate disclosure documents, providing a more comprehensive view of climate risks. This integration allows authorities to form initial assessments of financial institutions’ risk exposures and identify areas requiring deeper evaluation.

The development of the climate risk platform under Project Viridis is a testament to the power of global collaboration. The platform’s architecture has been enhanced with input from over 15 central banks and financial regulators worldwide, reflecting a collective effort to address a common need.

This collaborative approach not only enriches the platform’s capabilities but also ensures its relevance across different regulatory environments. As financial authorities continue to refine their climate risk assessment tools, the platform will evolve to incorporate new data sources and analytical techniques.

The urgency of addressing climate change and its impact on the global financial system cannot be overstated. According to Maha El Dimachki, Head of the BIS Innovation Hub Singapore Centre, the intensifying impact of climate change on the global financial landscape makes the need for adaptive and forward-thinking strategies more urgent than ever. Project Viridis equips financial authorities with the insights needed to integrate emerging climate risks into their analysis, promoting global financial stability.

Celine Sia, Assistant Managing Director (Economics & Knowledge Management) at MAS, acknowledged that the project addresses a common need of global financial authorities and looked forward to further collaboration to expand such toolkits.

Project Viridis represents a significant step forward in the integration of climate risk analysis into financial stability frameworks. By leveraging advanced technology and fostering global collaboration, the project provides financial authorities with the tools needed to manage climate-related risks effectively.


Qlik’s vision is a data-literate world, where everyone can use data and analytics to improve decision-making and solve their most challenging problems. A private company, Qlik offers real-time data integration and analytics solutions, powered by Qlik Cloud, to close the gaps between data, insights and action. By transforming data into Active Intelligence, businesses can drive better decisions, improve revenue and profitability, and optimize customer relationships. Qlik serves more than 38,000 active customers in over 100 countries.


As a Titanium Black Partner of Dell Technologies, CTC Global Singapore boasts unparalleled access to resources.

Established in 1972, we bring 52 years of experience to the table, solidifying our position as a leading IT solutions provider in Singapore. With over 300 qualified IT professionals, we are dedicated to delivering integrated solutions that empower your organization in key areas such as Automation & AI, Cyber Security, App Modernization & Data Analytics, Enterprise Cloud Infrastructure, Workplace Modernization and Professional Services.

Renowned for our consulting expertise and delivering expert IT solutions, CTC Global Singapore has become the preferred IT outsourcing partner for businesses across Singapore.


Planview has one mission: to build the future of connected work. Our solutions enable organizations to connect the business from ideas to impact, empowering companies to accelerate the achievement of what matters most. Planview’s full spectrum of Portfolio Management and Work Management solutions creates an organizational focus on the strategic outcomes that matter and empowers teams to deliver their best work, no matter how they work. The comprehensive Planview platform and enterprise success model enables customers to deliver innovative, competitive products, services, and customer experiences. Headquartered in Austin, Texas, with locations around the world, Planview has more than 1,300 employees supporting 4,500 customers and 2.6 million users worldwide. For more information, visit


SIRIM is a premier industrial research and technology organisation in Malaysia, wholly-owned by the Minister​ of Finance Incorporated. With over forty years of experience and expertise, SIRIM is mandated as the machinery for research and technology development, and the national champion of quality. SIRIM has always played a major role in the development of the country’s private sector. By tapping into our expertise and knowledge base, we focus on developing new technologies and improvements in the manufacturing, technology and services sectors. We nurture Small Medium Enterprises (SME) growth with solutions for technology penetration and upgrading, making it an ideal technology partner for SMEs.


HashiCorp provides infrastructure automation software for multi-cloud environments, enabling enterprises to unlock a common cloud operating model to provision, secure, connect, and run any application on any infrastructure. HashiCorp tools allow organizations to deliver applications faster by helping enterprises transition from manual processes and ITIL practices to self-service automation and DevOps practices. 


IBM is a leading global hybrid cloud and AI, and consulting services provider, helping clients in more than 175 countries capitalize on insights from their data, streamline business processes, reduce costs and gain the competitive edge in their industries. Nearly 3,800 government and corporate entities in critical infrastructure areas such as financial services, telecommunications and healthcare rely on IBM’s hybrid cloud platform and Red Hat OpenShift to affect their digital transformations quickly, efficiently, and securely. IBM’s breakthrough innovations in AI, quantum computing, industry-specific cloud solutions and business services deliver open and flexible options to our clients. All of this is backed by IBM’s legendary commitment to trust, transparency, responsibility, inclusivity, and service. For more information, visit