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When the Data Consumer Is No Longer Human: Rethinking Market Data Licensing in the era of AI.
As AI agents, APIs and automated workflows increasingly consume market data directly, traditional user based licensing models are coming under pressure. This article explores why market data licensing must evolve from a human display model into a governance and control layer for machine driven data use, with stronger focus on non display usage, machine identity, entitlements, auditability and infrastructure level controls
Bill Bierds
3 days ago7 min read


AI Readiness Is an Architecture Problem
At AsiaFIC 2026, a recurring theme emerged across discussions on agentic AI, interoperability, governance, and cloud infrastructure: AI readiness is increasingly becoming an architecture challenge. As financial institutions move from AI experimentation to production deployment, fragmented market data, inconsistent operational contexts, and disconnected enterprise systems are creating new barriers to scale. The firms best positioned for AI success may not be those with access
Vitna Kim
Jun 92 min read


Upcoming Events in May
plore the key financial markets, trading, and market data events taking place in May 2025. From industry conferences to networking sessions, discover opportunities to connect with professionals, gain market insights, and stay ahead of the latest trends shaping the financial technology landscape.
Vitna Kim
May 123 min read


24/5 Trading: Beyond Extended Hours, Toward a Structural Shift
24/5 trading is no longer just about extending market hours. It reflects a deeper structural shift driven by global participation, evolving asset classes, and the growing demand for continuous access. As the debate intensifies, the real question is how markets will adapt their underlying structure to balance accessibility, liquidity, and stability.
Bill Bierds
Apr 163 min read


Are You Doing AI — or Just Using It?
Most companies are adopting AI, but few truly control the data that powers it. As models become interchangeable, the real competitive advantage shifts to data ownership and architecture. This piece explores why data sovereignty is the foundation of scalable AI and how adapter-based architectures help enterprises avoid hidden vendor lock-in.
Bill Bierds
Apr 94 min read


Upcoming Event in April
A roundup of key April 2026 industry events, including TradeTech Europe, FISD Madrid, FISD London Engineering Stream, and STAC Summit London, highlighting major themes in trading, market data, and financial technology innovation.
Vitna Kim
Mar 243 min read


The AWS Moment in Market Data
Market data is reaching its AWS moment. What was once a procurement function—buying feeds and managing vendors—is becoming a strategic orchestration challenge. As AI expands data volumes and cloud delivery becomes standard, firms must move beyond ownership toward control. The competitive edge now lies in vendor-neutral integration, standardized data, cost transparency, and scalable governance. Infrastructure is no longer overhead—it is strategy.
Bill Bierds
Feb 262 min read


MCP and the Emerging Standard for AI-Ready Financial Data
As AI moves into production across financial services, Model Context Protocol (MCP) is emerging as a potential standard for AI-ready market data access, raising new questions about data delivery, governance, and interoperability.
Bill Bierds
Feb 53 min read


Network Topology Design for Ultra-Low Latency Data Distribution
Network topology impacts data distribution speed in microsecond trading. Learn how proximity hosting and intelligent routing eliminate latency bottlenecks.
Bill Bierds
Dec 18, 20253 min read


The Horseless Carriage Problem: Why Financial Services Is Still Calling the Cloud 'Digital Transformation'
Cloud migration isn't just about moving servers. Discover how financial services can reimagine market data infrastructure from first principles.
Bill Bierds
Dec 11, 20254 min read


DKF Market Data Person of the Year 2025: Marion Leslie 🏆
At this year’s DKF Financial Information Congress 2025 , the organizers – financial.com and TRG Screen – once again presented the DKF Award: Market Data Person of the Year , celebrating individuals who embody innovation, integrity, and inclusion in the financial information industry. The 2025 honoree is Marion Leslie , a highly respected leader with more than 25 years of international experience in financial data. As the head of SIX Financial Information , she has driven th
Vitna Kim
Nov 25, 20251 min read


MDC Frankfrut 2025
💡 MDC Frankfurt 2025 – A day of insights, innovation, and connection! Yesterday’s edition of MDC Frankfurt was a true success — an afternoon filled with valuable discussions, hands-on demos, and great networking! We were delighted to welcome Finbridge GmbH & Co. KG , oraïse , and BCCG as sponsors for this edition. Each company brought unique perspectives through their presentations: 🔹 Finbridge – Market Overview 🔹 BCCG – Market and Technology Readiness 🔹 Oraise –
Vitna Kim
Oct 27, 20251 min read


How Market Data Cloud Solutions Are Powering Frankfurt’s Financial Evolution
Join BCCG at MDC Frankfurt 2025 for expert insights on cloud-native market data architecture and deployment strategies or financial services.

William Bierds
Oct 9, 20253 min read


Upcoming Event September 2025
📢 September 2025: A Global Showcase of Market Data, FinTech & Capital Market Innovation! From São Paulo to Stockholm, London to Tokyo...
Vitna Kim
Jul 29, 20252 min read


Gallery from MDC Chicago 2025
📢 What an incredible day on Jun 25 at our technical Market Data event in Chicago! The Windy City welcomed us with a beautiful sunny day,...
Vitna Kim
Jul 1, 20251 min read


Technical Panels in MDC Chicago 2025
Mauricio Gonzalez Evans CEO of BCCG Mauricio brings extensive experience across software development, dealing room support, and project...
Vitna Kim
Jun 17, 20252 min read


Lab Session - MDC Chicago
Accessing Market Data can be a daunting task especially when cloud is in the discussion, but it doesn't need to be! By utilizing Oracle...
Vitna Kim
Jun 2, 20251 min read


Awards inTech & Data in Financial Markets
Inside Market Data Awards & Inside Reference Data Awards 2025 The annual Inside Market Data Awards & Inside Reference Data Awards,...
Vitna Kim
May 14, 20251 min read


Upcoming Events June 2025
MDC 2025 Chicago Jun 25 Wed https://shorturl.at/F9tBZ @Oracle Office 233 South Wacker Drive Willis Tower, 45th Floor Chicago, IL 60606...
Vitna Kim
May 13, 20253 min read


MDC 2025 Chicago
MDC is back — live at Oracle in Chicago! Join us for a must-attend event that brings the market data ecosystem together for an afternoon...
Vitna Kim
Apr 29, 20251 min read
Upcoming Events

MDC 2023: LondonNovember 9th!Google CSG
MDC 2023 Satellite: FrankfurtTime is TBDLocation is TBD
MDC 2023: New York CityThu, Jun 22New York
2023 MDC Satellite Event: MilanWed, Apr 26Milano
2023 MDC Satellite Event: MilanSun, Apr 23Milano
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