Is The Pricing Right?

Making sure you know the sources of your pricing data seems like an obvious no-brainer, but I've been thinking about this topic this week and finding that data users are currently thinking about it as well, and working on how to get transparency on sourcing of prices.
Structured products and mortgages and their opacity have created another challenge for getting transparency on pricing sources, a valuations executive at one of the largest data providers said during our North American Financial Information Summit (NAFIS) at the beginning of this summer. The firms themselves need to distribute pricing data into multiple lines of business and are usually obtaining it from multiple sources. Documenting their data methodology is therefore important, but so is vetting data providers and the relationships being established with those providers, according to a pricing manager speaking at the same event.
Above all, firms want pricing handled in a uniform and consistent fashion, said a fixed-income business executive at another firm. Firms are also turning to data quality assessments, as performed by providers such as Markit, to determine the accuracy of pricing coming from major providers, as Daniel Johnson, director of valuations at Lacrosse Fund Services, observed to me more recently. The data quality assessment becomes especially important if you have only one source of prices.
That source certainly shouldn't be a fund manager, Johnson cautions. "Any investor who's over-reliant on prices coming from a manager needs to be reminded of people like Bernie Madoff," he says. "Investor money should go toward independent pricing managers. If you're basing your pricing on the manager, you should expect to pay a higher risk premium." Johnson does see more investors pushing managers to establish and follow best practices in pricing over the next 18 months.
Still, firms that want to have three, four or multiple sources of pricing data available to them are concerned about costs, as that pricing manager speaking at NAFIS related. "It's a constant battle between the balance sheet and the transparency," said Paul Sharkey, a vice president at Northern Trust.
With that in mind, the obvious conclusion, at least from this perspective, is there may be costs to cover having multiple pricing sources and doing due diligence on each of them, but those are bound to be a lot less than the cost of pricing errors that get discovered too late, or a wider systemic failure in pricing accuracy. It's always better to spend a bit more up front and save a lot more as a result later on, whatever the endeavor.
Only users who have a paid subscription or are part of a corporate subscription are able to print or copy content.
To access these options, along with all other subscription benefits, please contact info@waterstechnology.com or view our subscription options here: http://subscriptions.waterstechnology.com/subscribe
You are currently unable to print this content. Please contact info@waterstechnology.com to find out more.
You are currently unable to copy this content. Please contact info@waterstechnology.com to find out more.
Copyright Infopro Digital Limited. All rights reserved.
As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (point 2.4), printing is limited to a single copy.
If you would like to purchase additional rights please email info@waterstechnology.com
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (clause 2.4), an Authorised User may only make one copy of the materials for their own personal use. You must also comply with the restrictions in clause 2.5.
If you would like to purchase additional rights please email info@waterstechnology.com
More on Data Management
LSEG-AWS extend partnership, Deutsche Bank’s AI plans, GenAI (and regular AI) concerns, and more
The Waters Cooler: Nasdaq and MTFs bicker about data fees, Craig Donohue to take the reins at Cboe, and Clearwater closes its Beacon deal, in this week’s news roundup.
From server farms to actual farms, ‘reuse and recycle’ is a winning strategy
The IMD Wrap: Max looks at the innovative ways that capital markets are applying the principles of “reduce, reuse, and recycle” to promote efficiency and keep datacenters running.
Study: RAG-based LLMs less safe than non-RAG
Researchers at Bloomberg have found that retrieval-augmented generation is not as safe as once thought. As a result, they put forward a new taxonomy to help firms mitigate AI risk.
Friendly fire? Nasdaq squeezes MTF competitors with steep fee increase
The stock exchange almost tripled the prices of some datasets for multilateral trading facilities, with sources saying the move is the latest effort by exchanges to offset declining trading revenues.
Waters Wavelength Ep. 314: Capco’s Bertie Haskins
Bertie Haskins, executive director and head of data for Apac and Middle East at Capco, joins to discuss the challenges of commercializing data.
Nasdaq, AWS offer cloud exchange in a box for regional venues
The companies will leverage the experience gained from their relationship to provide an expanded range of services, including cloud and AI capabilities, to other market operators.
Bank of America reduces, reuses, and recycles tech for markets division
Voice of the CTO: When it comes to the old build, buy, or borrow debate, Ashok Krishnan and his team are increasingly leaning into repurposing tech that is tried and true.
Navigating the tariffs data minefield
The IMD Wrap: In an era of volatility and uncertainty, what datasets can investors employ to understand how potential tariffs could impact them, their suppliers, and their portfolios?