
OnChain Industries Team
Jan 29, 2025
Fraud-Fighting
The Power of OSINT in Crypto Investigations
The Power of OSINT in Crypto Investigations



The most basic steps of any financial investigation consists of identifying a target, search for basic information related to them, identify the target’s associates and close contacts, and then search for information on them to check whether there is any connection with the principal target. This can be achieved via a lot of methods, but the most effective one is OSINT.
Open Source Intelligence (OSINT) has changed how we track crypto transactions in a huge way. With more digital transactions happening, OSINT is key for better security and transparency in the crypto and Web3 space. OSINT helps uncover fraud in the complex world of blockchains and privacy focused labyrinth area of Web3.
To combat the challenges that are ever present in the crypto space, Open Source Intelligence (OSINT) has emerged as a vital tool in crypto investigations. By leveraging publicly available information and advanced analytical techniques, investigators and researchers can now trace transactions, uncover hidden connections never known before, and bring malicious actors to justice.
Traditional methods don’t work well with crypto because crypto is decentralized and anonymous to some extent. With OSINT, investigators use publicly available data to track transactions and give them an identity. This helps them in their investigations and also build upon their case through pattern analysis and transaction tracking.
This article explores the power of OSINT in crypto investigations, highlighting its various methodologies, and tools.
What is OSINT?
To understand how OSINT is helpful, we must first identify what it is. OSINT is Open Source Intelligence. This refers to the collection and analysis of information from publicly available sources.
These sources may include social media platforms like Facebook, Reddit, LinkedIn or X, forums, news articles, government records, and blockchain data. These sources provide the first link through which the investigation can begin
In the context of crypto investigations, OSINT is used to de-anonymize wallet addresses, trace the flow of funds as they move from one wallet to another, and identify the individuals or organizations behind suspicious transactions. This is done to prevent fraud, scams, illicit financial transactions and generally keeping the blockchain safe.
Why is it Essential in Crypto Investigations
All cryptos operate on decentralized ledgers, meaning every transaction that is done on the blockchain is recorded on a public blockchain. Blockchain ledgers play a huge role in ensuring that everything is captured and stored well for future viewing. It acts as a giant database that everyone can access at their own pleasure.
While this clear-cut transparency allows anyone to view transaction histories, the anonymous nature of wallet addresses makes it difficult to link them to real-world identities that can help in quick identification when needed. OSINT bridges this crucial gap by combining the blockchain data with outside information, enabling investigators to piece together the puzzle and complete their jigsaw. Therefore, OSINT can be said to be an indispensable part of investigators and researchers when it comes to crypto investigations.
Key OSINT Techniques used in Crypto Investigations
Blockchain Analysis
This is the core foundation of crypto investigations. Tools like Chainalysis, Elliptic, and OnChain Industries allows investigators and researchers to trace transaction flows, identify unusual patterns, and flag suspicious activity of various wallets.
By doing a deep analysis of the blockchain using the relevant tools, investigators can trace funds from one address to another, across multiple transactions and cross multiple platforms. This is achieved thanks to multiple module support that is available in those tools.
A comprehensive blockchain analysis can help an investigator garner crucial clues that would be important in building his/her own case.
Dark net Market Analysis
Dark net means Dark internet. This is an unregulated part of the internet where all manner of activities, usually illegal, take place. These places have a form of unregulated ecommerce markets called dark net markets, where illegal trade thrives. These markets rely on anonymous mode of payment like crypto to hide their illegal activities
Some of the illegal activities, include the sale of drugs, weapons, and stolen data. OSINT investigators can monitor these markets to identify crypto addresses associated with illicit transactions and build a case upon them. Combining that information with blockchain analysis can help trace the flow of funds and identify perpetrators. This form of crypto investigation is how the infamous Silk Road dark market was able to get taken down and the owner, Ross Ulbricht, sentenced to life imprisonment after getting caught. (He was later pardoned by President Donald Trump in January 2025).
Cross-Chain Analysis
With the rise of multi-chain ecosystems, especially in Web3, investigators often times find themselves in a situation where they must trace funds sprawling across multiple blockchains or multiple platforms in the case of Web3.
This presents a challenge since to nab a suspect or scammer, they must have enough high quality leads which would help them move forward with their investigation.
Advanced tools and techniques, such as OnChain Industries are the key here since it enables cross-chain analysis, providing a comprehensive view of crypto flows alongside presence in other similar platforms. This is important when establishing a link to a primary target under investigation.
Wallet Address Clustering
This simply involves grouping wallet addresses that are likely controlled by the same entity or person due to a variety of factors and behavior of the wallet.
This technique uses subtle patterns like same inputs, change addresses, and transaction timing to identify and establish connections. For example, if multiple addresses frequently interact with each other at a particular time, they may likely belong to the same user or organization.
This technique was crucial in establishing that Ross Ulbricht was indeed the owner of Silk Road. The investigators noticed that all transactions went to the same wallet and were used almost exclusively from one location, which made to deduce that it was likely a single person controlling them. The technique allowed them to zero in and establish the crucial connection that they really needed to make a breakthrough.
Challenges and Ethical Considerations
While Crypto OSINT tools are powerful tools, They are not without challenges that beleaguered them.
Super privacy-focused crypto like Monero and Zcash are designed in a such a manner that obscures their transaction details, making them difficult to track and trace. Several have tried to break their anonymity, but there has been no breakthrough so far. This makes it harder to use even OSINT to try and track them. It is an exercise in futility.
Additionally, the use of mixers like Tornado Cash and decentralized exchanges complicates investigations even further. Mixers salt and hash transactions, which makes their tracing hard and complicated.
Investigators must also navigate ethical considerations like ensuring that their methods comply with respective legal and regulatory frameworks. This means operating within the legal limits and ethics set by authorities or intelligence communities.
Conclusion
As crypto continues to evolve, so too must the relevant tools and techniques used to investigate them. A rapidly developing ecosystem must be met with a rapidly developing tools and techniques.
Advances in artificial intelligence (AI) and machine learning (AGI) are enhancing the hidden capabilities of OSINT, enabling investigators and researchers to analyze vast amounts of data and uncover hidden connections on a click of a button in the comfort of their home or office. Collaboration that is centered among governments, private companies, and the crypto community can be essential in staying ahead of malicious actors.
The power of OSINT in crypto investigations cannot be overlooked. Tools like Chainalysis and OnChain Industries have revolutionized the field, demonstrating the potential of OSINT to create a safer and more transparent financial ecosystem that benefits everyone.
As the cryptocurrency landscape continues to evolve, the role of OSINT will only grow in importance. Whether you're a law enforcement professional, a financial institution, or a blockchain enthusiast, understanding the power of OSINT is essential for navigating the complex world of crypto investigations.
By leveraging these available tools and techniques, we can ensure that crypto is used for its intended purpose—empowering individuals and fostering innovation—while minimizing its potential for misuse.
The most basic steps of any financial investigation consists of identifying a target, search for basic information related to them, identify the target’s associates and close contacts, and then search for information on them to check whether there is any connection with the principal target. This can be achieved via a lot of methods, but the most effective one is OSINT.
Open Source Intelligence (OSINT) has changed how we track crypto transactions in a huge way. With more digital transactions happening, OSINT is key for better security and transparency in the crypto and Web3 space. OSINT helps uncover fraud in the complex world of blockchains and privacy focused labyrinth area of Web3.
To combat the challenges that are ever present in the crypto space, Open Source Intelligence (OSINT) has emerged as a vital tool in crypto investigations. By leveraging publicly available information and advanced analytical techniques, investigators and researchers can now trace transactions, uncover hidden connections never known before, and bring malicious actors to justice.
Traditional methods don’t work well with crypto because crypto is decentralized and anonymous to some extent. With OSINT, investigators use publicly available data to track transactions and give them an identity. This helps them in their investigations and also build upon their case through pattern analysis and transaction tracking.
This article explores the power of OSINT in crypto investigations, highlighting its various methodologies, and tools.
What is OSINT?
To understand how OSINT is helpful, we must first identify what it is. OSINT is Open Source Intelligence. This refers to the collection and analysis of information from publicly available sources.
These sources may include social media platforms like Facebook, Reddit, LinkedIn or X, forums, news articles, government records, and blockchain data. These sources provide the first link through which the investigation can begin
In the context of crypto investigations, OSINT is used to de-anonymize wallet addresses, trace the flow of funds as they move from one wallet to another, and identify the individuals or organizations behind suspicious transactions. This is done to prevent fraud, scams, illicit financial transactions and generally keeping the blockchain safe.
Why is it Essential in Crypto Investigations
All cryptos operate on decentralized ledgers, meaning every transaction that is done on the blockchain is recorded on a public blockchain. Blockchain ledgers play a huge role in ensuring that everything is captured and stored well for future viewing. It acts as a giant database that everyone can access at their own pleasure.
While this clear-cut transparency allows anyone to view transaction histories, the anonymous nature of wallet addresses makes it difficult to link them to real-world identities that can help in quick identification when needed. OSINT bridges this crucial gap by combining the blockchain data with outside information, enabling investigators to piece together the puzzle and complete their jigsaw. Therefore, OSINT can be said to be an indispensable part of investigators and researchers when it comes to crypto investigations.
Key OSINT Techniques used in Crypto Investigations
Blockchain Analysis
This is the core foundation of crypto investigations. Tools like Chainalysis, Elliptic, and OnChain Industries allows investigators and researchers to trace transaction flows, identify unusual patterns, and flag suspicious activity of various wallets.
By doing a deep analysis of the blockchain using the relevant tools, investigators can trace funds from one address to another, across multiple transactions and cross multiple platforms. This is achieved thanks to multiple module support that is available in those tools.
A comprehensive blockchain analysis can help an investigator garner crucial clues that would be important in building his/her own case.
Dark net Market Analysis
Dark net means Dark internet. This is an unregulated part of the internet where all manner of activities, usually illegal, take place. These places have a form of unregulated ecommerce markets called dark net markets, where illegal trade thrives. These markets rely on anonymous mode of payment like crypto to hide their illegal activities
Some of the illegal activities, include the sale of drugs, weapons, and stolen data. OSINT investigators can monitor these markets to identify crypto addresses associated with illicit transactions and build a case upon them. Combining that information with blockchain analysis can help trace the flow of funds and identify perpetrators. This form of crypto investigation is how the infamous Silk Road dark market was able to get taken down and the owner, Ross Ulbricht, sentenced to life imprisonment after getting caught. (He was later pardoned by President Donald Trump in January 2025).
Cross-Chain Analysis
With the rise of multi-chain ecosystems, especially in Web3, investigators often times find themselves in a situation where they must trace funds sprawling across multiple blockchains or multiple platforms in the case of Web3.
This presents a challenge since to nab a suspect or scammer, they must have enough high quality leads which would help them move forward with their investigation.
Advanced tools and techniques, such as OnChain Industries are the key here since it enables cross-chain analysis, providing a comprehensive view of crypto flows alongside presence in other similar platforms. This is important when establishing a link to a primary target under investigation.
Wallet Address Clustering
This simply involves grouping wallet addresses that are likely controlled by the same entity or person due to a variety of factors and behavior of the wallet.
This technique uses subtle patterns like same inputs, change addresses, and transaction timing to identify and establish connections. For example, if multiple addresses frequently interact with each other at a particular time, they may likely belong to the same user or organization.
This technique was crucial in establishing that Ross Ulbricht was indeed the owner of Silk Road. The investigators noticed that all transactions went to the same wallet and were used almost exclusively from one location, which made to deduce that it was likely a single person controlling them. The technique allowed them to zero in and establish the crucial connection that they really needed to make a breakthrough.
Challenges and Ethical Considerations
While Crypto OSINT tools are powerful tools, They are not without challenges that beleaguered them.
Super privacy-focused crypto like Monero and Zcash are designed in a such a manner that obscures their transaction details, making them difficult to track and trace. Several have tried to break their anonymity, but there has been no breakthrough so far. This makes it harder to use even OSINT to try and track them. It is an exercise in futility.
Additionally, the use of mixers like Tornado Cash and decentralized exchanges complicates investigations even further. Mixers salt and hash transactions, which makes their tracing hard and complicated.
Investigators must also navigate ethical considerations like ensuring that their methods comply with respective legal and regulatory frameworks. This means operating within the legal limits and ethics set by authorities or intelligence communities.
Conclusion
As crypto continues to evolve, so too must the relevant tools and techniques used to investigate them. A rapidly developing ecosystem must be met with a rapidly developing tools and techniques.
Advances in artificial intelligence (AI) and machine learning (AGI) are enhancing the hidden capabilities of OSINT, enabling investigators and researchers to analyze vast amounts of data and uncover hidden connections on a click of a button in the comfort of their home or office. Collaboration that is centered among governments, private companies, and the crypto community can be essential in staying ahead of malicious actors.
The power of OSINT in crypto investigations cannot be overlooked. Tools like Chainalysis and OnChain Industries have revolutionized the field, demonstrating the potential of OSINT to create a safer and more transparent financial ecosystem that benefits everyone.
As the cryptocurrency landscape continues to evolve, the role of OSINT will only grow in importance. Whether you're a law enforcement professional, a financial institution, or a blockchain enthusiast, understanding the power of OSINT is essential for navigating the complex world of crypto investigations.
By leveraging these available tools and techniques, we can ensure that crypto is used for its intended purpose—empowering individuals and fostering innovation—while minimizing its potential for misuse.

OnChain Industries Team
Jan 29, 2025
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Be the first to read our articles.
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Join us on our journey to make Web3 investigations easier.
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Be the first to read our articles.
Follow us on social media
Join us on our journey to make Web3 investigations easier.