Article
Institutional Intelligence: The Hidden Cost of Tribal Knowledge in Data-Intensive Firms
Institutional Intelligence: The Hidden Cost of Tribal Knowledge in Data-Intensive Firms Paul Villena Chief Technology Officer, RoZetta Technology 7 min read In this article Why tribal knowledge is a circulation problem, not a retention problem, and why that changes what a firm should build Where the cost shows up, given that it never appears as…
Read MoreDecentralize Ownership, Centralize Control: The Case for Federated Data Architecture
CENTRALIZED One central team D D D Central lake One central team owns and serves all data. → DATA MESH Autonomous domains, no center Domain Domain Domain Domain Domains own their data. No shared center. → FEDERATED Domains + a central layer Domain Domain Governed center Domain Domain Autonomy, held together. From a centralized lake…
Read MoreGetting on the AI Menu: The Case for a Direct Data Marketplace
5 min read In this article What AI has opened up for exchanges and data owners looking to go direct The four qualities that turn a direct marketplace into a growing revenue channel Why building in-house works against the outcome the article walks through The strategic case for monetising market data has been settled for…
Read MoreYour Data Governance Is Being Pulled in Three Directions at Once – The Foundation, The Perimeter, And The New Consumer
Paul Villena Chief Technology Officer, RoZetta Technology 5 min read In this article Why three challenges that look separate are really the same problem Where your firm actually stands on each, and why it matters to the business, not just compliance The one capability underneath all three, and how to build it without ripping out…
Read MoreThe business data catalog dilemma: Buy vs build tradeoffs
RoZetta’s CTO on the decision capital markets firms keep returning to, why specialization sits at the center of it, and how to reason through the tradeoffs honestly.
Read MoreWhy the data layer determines whether AI pays off in capital markets
Paul Villena Chief Technology Officer, RoZetta Technology In this article Why the data layer is the primary bottleneck in capital markets AI deployments The four criteria that define truly AI-ready data How an AI-native data layer gives human analysts and AI agents a shared foundation In capital markets, AI has moved “from ‘cool to core'”…
Read MoreThe Data Catalog Paradox: Why the Front Office Needs a Different Kind of Data Discovery
By Paul Villena • Chief Technology Officer of RoZetta Technology Read the full insight below or download the PDF version here. In this Article Why existing data catalogs fail front-office usersThe hidden cost of data discovery bottleneckWhat capital markets-native, business-first data discovery looks like in practice In a 2025 Bloomberg survey of over 150 quants,…
Read MoreTicks by SIX platform on AWS provides high-precision historical tick data
SIX has built a scalable data-as-a-service platform using AWS to quickly deliver large, customized historical datasets to financial institutions. “The speed at which the service works and lets us store and retrieve data when we want to, or when the customer wants to, is unparalleled.” Henk D’Hoore, Head of Product Development, Financial Information, SIX Read…
Read MoreLevelling the Playing Field: Cloud-Native Analytics for Capital Markets
Read the full insight below or download the PDF version here. A New Era for Mid-Tier Players Historically, only the large global institutions had the technology budgets for resources and infrastructure to run advanced trading analytics combining petabytes of tick data, high-frequency backtesting models and enterprise-grade risk tools. Mid-tier firms such as regional asset managers,…
Read More