Chapter One

Advancing Price Transparency and Lifecycle Data Integrity in Fixed Income Workflows

Fixed income markets are at an inflection point. Ambition is high for greater transparency, but underlying data foundations are struggling to keep pace.

The structural barriers that are embedded in today’s workflows reveal that the industry’s biggest constraint doesn’t remain with innovation itself but in how data is being connected across the lifecycle.

Q: Where do you face the greatest challenges in achieving price transparency and dependable reference data across your fixed income workflows? (Select top three)

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*combined responses

Lindsey Spink, Global Head of Fixed Income Trading, American Century Investments

“Liquidity and pricing challenges in fixed income are often overstated. In reality, there is a significant amount of accessible pricing and data available in the market today. For most instruments, you can identify a reliable price within seconds and typically within a few cents, which puts fixed income broadly in line with other asset classes.

The greater challenge is not sourcing the price itself, but how that data is ingested and used institutionally. Issues around data ownership, permissions, and integration into workflows such as attribution and accounting are far more complex. While there may be occasional gaps in more esoteric or structured products, even there, market participants can usually establish a strong indication of value within a reasonable range.”

More Analysis

Our survey results showcase just how structural these challenges are. A significant 69% of respondents cite fragmented liquidity and inconsistent pricing across venues as their biggest barrier to price transparency, closely followed by 68% who struggle with a lack of traceability back to source documents such as prospectuses, filings, and corporate actions. In contrast, only 10% point to predictive pricing capabilities as a major issue, reinforcing that the problem is not a lack of sophistication, but a lack of consistency and connectivity in the data itself.

When it comes to lifecycle transparency, the industry clearly recognises its value but has yet to fully prioritise it. Although 92% of respondents say it is at least moderately important, only 8% consider it critical, suggesting that although firms understand the benefits of linking pricing, reference data, and lifecycle events, it has not yet translated into strategic urgency.

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John Cowan, Executive Director of Business Development, S&P Global Market Intelligence

"Lifecycle transparency is increasingly important as fixed income workflows become more complex and interconnected. Linking pricing with reference data and corporate actions helps improve consistency, reduce operational risk, and strengthen governance.

While not always viewed as critical day to day, this integration becomes essential for ensuring prices are interpretable, auditable, and reliable across trading, risk, and reporting processes—particularly as data demands continue to scale."

Expert Analysis

At the same time, respondents are clear on where improvements are needed. 72% call for better integration of data into a single workflow, alongside 67% who want improved pricing models and 60% who prioritise more timely lifecycle updates. The emphasis is unmistakable that firms are not asking for more data, but for better-connected, more usable data.

Taken together, these findings reinforce a central theme that runs throughout the report that fixed income is not being held back by a lack of innovation, but by the industry’s ability to operationalise its data effectively. Competitive advantage will come from building integrated, and transparent data ecosystems that support decision-making in real time.

Those that can close the gap between data availability and data usability will be best positioned to navigate increasing market complexity and unlock the full potential of more advanced strategies.

Which improvements would most enhance your operational efficiency and trading effectiveness in fixed income?

(Select top three)

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"Survey respondents consistently prioritise integrated workflows linking pricing, reference data, and corporate actions. This — rather than ever more complex models — is what enables resilience and scale."

Swati Bhatia, Head of Fixed Income, SIX

"Improving efficiency in fixed income is increasingly about integrating data rather than adding more of it. Firms are prioritising workflows where pricing, reference data, and lifecycle events are aligned, reducing reconciliation and improving consistency. This reflects a broader shift towards pricing as infrastructure, where solutions such as S&P Global Bond Pricing help provide a coherent, audit‑ready data foundation that supports front‑to‑back decision‑making."

Nathan Kirk, Managing Director - Pricing, Valuations & Reference Data, S&P Global Market Intelligence

"I think one of the biggest gaps is the prevalence of closed environments in fixed income. The key challenge going forward will be interoperability: systems need to be able to work seamlessly with each other. At the moment, there is too much closed architecture, and if that doesn’t change, it risks becoming a real liability for asset managers.

As the industry moves towards greater automation, with agents and systems interacting more dynamically, open and connected infrastructure will be critical. Vendors in particular will need to recognise that maintaining closed ecosystems is likely to hurt them more than help them in the long run."

Lindsey Spink, Global Head of Fixed Income Trading, American Century Investments