Rewiring the Data Management Brain
Part of thinking about data management on a regular basis is thinking about the management part of that concept. There are volumes of business school texts on how to better manage people, better manage companies and, yes, even better managing financial data. There are also plenty of business periodicals that tackle these questions.
What's behind the best of these texts (Good To Great: Why Some Companies Make The Leap and Others Don't, by Jim Collins, is one that comes to mind) is serious thought and examination about how people function and operate, and how that plays out in their actions, particularly their style of management.
When I can find time, I'm working my way through Incognito: The Secret Lives of the Brain, by David Eagleman, a bestselling non-fiction study from 2011 that goes even deeper into precisely these questions. Early in the book, Eagleman explains how the brain processes signals from the eyes to generate the sense of vision we can take for granted. His explanation has applications for data management, believe it or not.
"As your eyes interrogate the world, they are like agents on a mission, optimizing their strategy for the data," Eagleman writes. "Even though they are ‘your' eyes, you have little idea what duty they're on. Like a black ops mission, the eyes operate below the radar, too fast for your clunky consciousness to keep up with."
That sounds a lot like high-speed automated securities trading, operating too fast for humans to follow in all its complex detail. This passage also reflects how the brain automatically parses the data it receives, which sophisticated data management systems do in similar fashion for the financial industry.
A couple potential new pathways for data managers to follow have appeared on our horizon lately. First, applying wikis to heighten the quality of data by enabling multiple parties to revise it, as was covered in one of our most recent features. Second, and similar to wikis, crowdsourcing of data is also emerging as a new method.
CrowdComputing Systems (CCS), the maker of the WorkFusion platform facilitating crowdsourcing of business process work, is exploring this. Crowdsourcing, as Max Yankelevich, founder and CEO of the company, which began in 2010, defines it, applies assembly line organization to data services production.
"For a process that collects dividend information from public companies in all countries, it's a very expensive proposition for a company to do that globally," he says. CCS splits the work into "micro tasks," where one freelance worker may specialize in reviewing a certain type of financial statement or understanding certain types of dividends in certain countries. This effectively paves a completely new set of neural pathways that comprise the reference data management brain, with each nerve center being all the more capable and sophisticated.
"The enterprise shouldn't care where the labor comes from," says Yankelevich. "If they need dividends and bond reference data terms and conditions connected, they should be able to launch something and get that information back without getting into the nitty gritty of recruiting and hiring."
Just as Eagleman pursues better ways for the brain to function, or better understanding of how the brain functions by investigating how it handles stimuli data, so may the financial industry improve how it functions by investigating these new means of handling the available data, coming from more than a single static source.
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
In 2025, keep reference data weird
The SEC, ESMA, CFTC and other acronyms provided the drama in reference data this year, including in crypto.
Asset manager Saratoga uses AI to accelerate Ridgeline rollout
The tech provider’s AI assistant helps clients summarize research, client interactions, report generation, as well as interact with the Ridgeline platform.
CDOs evolve from traffic cops to purveyors of rocket fuel
As firms start to recognize the inherent value of data, will CDOs—those who safeguard and control access to data—finally get the recognition they deserve?
It’s just semantics: The web standard that could replace the identifiers you love to hate
Data ontologists say that the IRI, a cousin of the humble URL, could put the various wars over identity resolution to bed—for good.
The art of communication: Data pros need better messaging
As the CDO of a tier-one bank puts it, when there’s an imbalance in communication between the data organization and the business (much less other technology heads) “that creates problems.”
Does TP Icap-AWS deal signal the next stage in financial cloud migration?
The IMD Wrap: Amazon’s deal with TP Icap could have been a simple renewal. Instead, it’s the stepping stone towards cloudifying other marketplace operators—and their clients.
T. Rowe Price’s Tasitsiomi on the pitfalls of data and the allures of AI
The asset manager’s head of AI and investments data science gets candid on the hype around generative AI and data transparency.
Waters Wavelength Ep. 298: GenAI in market data, and everything reference data
Reb is back on the podcast to discuss licensing sticking points for market and reference data.