About a-team Marketing Services
The knowledge platform for the financial technology industry
The knowledge platform for the financial technology industry

A-Team Insight Blogs

Start Building your Data Capital Now – or Miss Revenue Generating and Cost Saving Insights Every Day

Subscribe to our newsletter

By Charlie Henderson, Co-CEO, FeedStock. 

There have, in the past, been similarities drawn between data and oil. I would agree that there are certain elements of the two which are comparable: data is highly valuable and is extracted and refined like oil, indeed we use data pipelines. However, the application of data is fundamentally and crucially, different. Oil, for energy generation, is used only once, so its value is limited to its initial application. With data, once you have it, you can use it again and again, and by combining it with other data streams, it becomes more valuable. It is a form of capital to be invested in, not a single use commodity.

We are undergoing a seismic shift from an enterprise world where we had to rely principally on managerial instinct, to a world where management decisions can be far superior, as they are layered with deep factual insight supported by data. Some businesses have recognised this and there are plenty of digital transformation initiatives in process, but it is unclear whether the implications of this shift, and how transformational it will be, are fully understood by the industry as a whole.

Ignoring data capital 

Like all pivotal moments, we will see many winners and losers in business as a result of this. Those that do not focus on the vital importance of building enterprise data capital as a top priority will be at worrying disadvantage. Not only is this change irreversible, the advantage that people can steal on their competitors with superior data will be unprecedented. For example, business processes that are not changed and continue to include disruptive data collection, distracting people from their core tasks and draining productivity, or decision making that is not based on objective data outcomes, will harm future growth. 

Investing in data capital 

Businesses that do embrace new modes of collecting, processing and analysing data will benefit from the compounding value of data. There will be positive multiplier effects on their business, both from a revenue generating standpoint and a cost control one, much like long term financial investments. Manual data capture systems will no longer hinder your workforce, data reconciliation costs will no longer be a part of these businesses, instead we will see margins grow and great opportunity emerge by those who intelligently leverage the generation, capture and ultimately exploitation of their data capital.

Data capital is arguably going to be at the core of the business of the future, as the enterprise will be reliant on it for long term success.

Steps to unlock data capital benefits 

To gain the benefits from a data capital rich environment, make it known from the top that this is the priority area: 

  • I know of many organisations where people within the business understand that data will benefit them, but they also believe that it is not top priority to access this data now, due to the initial set up costs or other institutional barriers that leave such projects languishing. Leaders in businesses of all sizes need to show that now is the time to start building their data capital as effectively as possible, and communicate this widely within the business, especially so during these difficult times.  
  • Equally, it is very important to develop the appropriate frameworks and teams to enable people to understand what data they could have access to, how to understand it and how to leverage their data securely, and how to move beyond manual ineffective and disruptive efforts that exist today and have hampered data perceptions in the enterprise. 
  • Ensure you have the appropriate tools, such as artificial intelligence (AI) and natural language processing (NLP) technologies in place to support the work of accessing your data capital. 

Even before the Covid-19 pandemic began, a focus on the use of data for leanness and resiliency across every organisation was already present. Gartner’s report from January 2020, suggests that 63% of CEOs were already planning to change their business model to address the growing importance of data and analytics in driving value across the enterprise. 

If you are only seeing data within your organisation as a route to ensure regulatory compliance or management oversight, think again. Data insight, intelligently captured and structured using AI will help everyone and will be your ticket to surviving as a business. Release your business from the shackles of human error and instinct, and become a smart, data-driven enterprise.

Subscribe to our newsletter

Related content

WEBINAR

Recorded Webinar: Strategies and solutions for unlocking value from unstructured data

Unstructured data accounts for a growing proportion of the information that capital markets participants are using in their day-to-day operations. Technology – especially generative artificial intelligence (GenAI) – is enabling organisations to prise crucial insights from sources – such as social media posts, news articles and sustainability and company reports – that were all but...

BLOG

Scalability the Keyword Behind S&P Global’s Enriched iLEVEL

S&P Global Market Intelligence’s update to its iLEVEL private markets data tool has been designed to enable firms to scale their engagements in private markets. The financial data company is betting that financial institutions’ growing engagement in these markets is such that they will need the sort of data provisions associated with public markets. S&P...

EVENT

AI in Capital Markets Summit London

The AI in Capital Markets Summit will explore current and emerging trends in AI, the potential of Generative AI and LLMs and how AI can be applied for efficiencies and business value across a number of use cases, in the front and back office of financial institutions. The agenda will explore the risks and challenges of adopting AI and the foundational technologies and data management capabilities that underpin successful deployment.

GUIDE

AI in Capital Markets: Practical Insight for a Transforming Industry – Free Handbook

AI is no longer on the horizon – it’s embedded in the infrastructure of modern capital markets. But separating real impact from inflated promises requires a grounded, practical understanding. The AI in Capital Markets Handbook 2025 provides exactly that. Designed for data-driven professionals across the trade life-cycle, compliance, infrastructure, and strategy, this handbook goes beyond...