11.14.2017

Corporate Bond Investors Love Data and Analytics

11.14.2017

The robots are coming. The robots are coming!

Corporate bond investors are making up for the loss of market liquidity by deploying new tools that leverage data and analytics – and technologies providers are working to meet that demand.

“If providing buyers and sellers of corporate bonds with tools that allow them to trade with each other marks the first phase of the market’s evolution, gathering, analyzing and putting to work data is phase two,” said Kevin McPartland, Head of Greenwich Associates Market Structure and Technology Research, and author of the new report, Tech Transforming a Vast Corporate Bond Market.

Kevin McPartland

Kevin McPartland, Greenwich Associates

With electronic trading in the corporate bond market maturing, liquidity providers are increasingly responding to RFQs below a certain size and/or risk threshold with no input from the trader, using algorithms to calculate a price appropriate for that particular request. This allows dealers to handle the ever-increasing number of RFQs more efficiently, and clients, in turn, receive prices quicker.

“As investors start to utilize algorithms to automatically select the right counterparty for a given trade based on RFQ responses, the bond market will have its first foray into computers trading with computers,” McPartland added.

Providers like Bloomberg, Liquidnet, MarketAxess, Tradeweb, and Trumid are rolling out new and enhanced data and analytics products which are acting as a new draw for investors. Detailed market data beyond what TRACE offers, evaluated pricing, liquidity intelligence, transaction cost analytics, and benchmarks are all evolving quickly and increasingly add to the liquidity story.  Meanwhile, according to Greenwich Associates research, the use of data-driven analytics is growing on the buy side, with TCA used by about one-third of global corporate bond investors.

Technology Enabled Liquidity Sources

Technology has also enabled the rise of new liquidity sources.  For example, the growth of ETFs would be impossible without technology to manage the basis risk and possible tracking errors inherent in using index products. The growth of fixed-income ETFs has brought new liquidity into the underlying corporate bond market.  These firms, many of whom are authorized participants (AP), now contribute a notable amount of liquidity on the top corporate bond trading platforms.

“In coming years, we will see bond trading venues morph into data and analytics providers, with their liquidity pools as the mere foundation of the business,” McPartland said. “The additional insights available to the buy side will help not only traders, but also compliance teams become increasingly comfortable with all-to-all trading, and even, eventually, the idea of buy-side price-making.”

Celebrating women shaping European finance
European Women in Finance Awards deadline is Aug 23
#WomeninFinance #Finance #WIF
Nominate here: https://www.jotform.com/form/250276204100339

As Cboe Data Vantage scales globally, Adam Inzirillo discusses our APAC expansion, plans to launch dedicated cores in Canada and preparation for 24×5 U.S. equities trading, pending regulatory approval – full story in @marketsmedia: https://bit.ly/4kQx3mC

Load More

Related articles

  1. ICE Climate unifies spatial intelligence and nature exposure analytics in one platform.

  2. Capturing a broader pool of market liquidity enhances the FX benchmark.

  3. FX Forwards Move Toward Clearing Mandate
    From The Markets

    CME to Launch FX Tape+

    The tape is based solely on actionable, firm liquidity from CME's FX spot and futures markets.

  4. Entities are encouraged to submit their requests to participate by 25 July 2025.

  5. Partnership will deliver the Saudi market’s first white-labelled cloud analytics.

We're Enhancing Your Experience with Smart Technology

We've updated our Terms & Conditions and Privacy Policy to introduce AI tools that will personalize your content, improve our market analysis, and deliver more relevant insights.These changes take effect on Aug 25, 2025.
Your data remains protected—we're simply using smart technology to serve you better. [Review Full Terms] | [Review Privacy Policy] By continuing to use our services after Aug 25, 2025, you agree to these updates.

Close the CTA