Ark 51 Adopts CDM for CSA Data Extraction

ISDA has announced that Ark 51, an artificial intelligence (AI) and data analytics service developed by legal services provider DRS, has used the Common Domain Model (CDM) to convert information from ISDA’s regulatory initial margin (IM) and variation margin (VM) credit support annexes (CSAs) into digital form.

Ark 51 is a contract and risk management system that uses AI to extract key data from legal agreements, including IM and VM CSAs. The CDM transforms that data into a machine-readable format that can be quickly and efficiently exported to other systems, cutting the resources associated with manual processing.

“The CDM is a brilliant concept that enables data to be transformed into a digital output – this aligns well with our Ark 51 platform, which extracts data from PDF documents. It is important to continue the community-driven effort to further develop the CDM and digitize documents for data analytics purposes,” said Paul Hands, Chief Technology Officer of DRS.

DRS is the latest entity to adopt the CDM, a free-to-use data standard for financial products, trades and lifecycle events, to reduce the operational, liquidity and counterparty risks associated with key collateral management processes. As well as digitizing key elements of regulatory IM and VM CSAs, ISDA has demonstrated how the CDM could be applied to collateral representation, margin and settlement processes, margin call issuance and response messages, and cash collateral interest processing.

“We are delighted that Ark 51 has mapped its AI capabilities for IM and VM CSAs into CDM output. This will allow firms to better analyze CSA-related data, and the output can be used to streamline the onboarding of legacy documents to new technology platforms, increasing efficiencies and reducing operational risks within the collateral management ecosystem,” said Scott O’Malia, Chief Executive of ISDA.

The CDM is an open-source data standard hosted by FINOS. More information is available here.

Find out more about ISDA’s collateral initiatives using the CDM by clicking here.

More information on all ISDA’s digital solutions is available on the ISDA Solutions InfoHub.

For Press Queries, Please Contact:

Nick Sawyer, ISDA London, +44 20 3808 9740, nsawyer@isda.org

Joel Clark, ISDA London, +44 20 3808 9760, jclark@isda.org

Christopher Faimali, ISDA London, +44 20 3808 9736, cfaimali@isda.org

Nikki Lu, ISDA Hong Kong, +852 2200 5901, nlu@isda.org

Documents (1) for Ark 51 Adopts CDM for CSA Data Extraction

ISDA AGM Studio: David Bailey

David Bailey, executive director, prudential policy, at the Bank of England, speaks with ISDA CEO Scott O’Malia about the UK’s approach to Basel 3.1, the impact of the revised US Basel III endgame on cross‑border consistency and the role of the...

ISDA AGM Studio: Scott O'Malia and Chris Edmonds

Christopher Edmonds, president, fixed income & data services, at Intercontinental Exchange, speaks with Scott O’Malia, ISDA CEO, about how market volatility, regulatory change and technological transformation are reshaping global markets. The discussion explores what recent volatility has meant for participation,...

ISDA AGM Studio: Bill Borden, Microsoft

Bill Borden, corporate vice president, worldwide financial services, at Microsoft, speaks with Mark New, ISDA’s co-head of digital transformation and senior counsel, about how artificial intelligence (AI) is shaping the future of financial markets and the key factors firms should...