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Real-time Data Processing Meaning

Real-time data processing involves the continuous input, analysis, and output of data as it is generated. In fintech, this is used for everything from fraud detection to algorithmic trading.

It contrasts with "Batch Processing," where data is collected over a period and processed all at once. In a global, 24/7 market, batch processing is increasingly seen as an unacceptable risk.This architecture relies on Stream Processing engines like Apache Kafka, which can ingest millions of data points per second.

For example, a fraud detection engine might analyze a transaction's location, amount, and frequency against a user's historical profile in less than 100 milliseconds. If the pattern looks suspicious, the transaction can be blocked before the "Real-time Payment" is even finalized, saving the bank and the user from loss.For blockchain analytics firms, this processing speed is what allows them to track stolen funds.

When a major hack occurs, these systems immediately flag all outgoing transactions from the hacker's address, alerting exchanges to block those funds before they can be "laundered" through a mixer. This speed is what makes the transparent nature of the blockchain a powerful tool for law enforcement and security researchers.

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Important Disclaimer:

Finery Markets BVI Limited (“Finery Markets”) provides software, technology infrastructure, and related Information and Communication Technology (ICT) services on a Software-as-a-Service (“SaaS”) basis. Finery Markets acts solely as a software vendor and does not operate a trading platform, does not intermediate, match, execute, clear, or settle transactions, and does not engage in any activities that would require regulatory authorisation under applicable laws.

Finery Markets’ software is non-custodial and is provided exclusively to licensed institutional entities that act as independent operators of their own environments. All counterparties are solely responsible for establishing and maintaining their own bilateral trading and settlement relationships. Finery Markets is not a party to any such arrangements and assumes no responsibility for the conduct, verification, or compliance obligations of any users of the software.

Nothing on this website shall be construed as a financial promotion, investment advice, or an offer to engage in regulated activities. Access to and use of the software is strictly limited to clients who have entered into a software licensing agreement with Finery Markets. Persons located in jurisdictions where such access is restricted should not rely on this website or any of its contents.

Additional notice to UK visitors: This website and associated communications are not intended to constitute a financial promotion under The Financial Services and Markets Act 2000 (Financial Promotion) Order 2005 (as amended) and related guidance. Access to services provided by Finery Markets is limited to regulated entities, professional clients and eligible counterparties as set out by the Financial Conduct Authority. UK users are not permitted to use this website for the services of Finery Markets if they don't fall within these categories.