[{"data":1,"prerenderedAt":332},["ShallowReactive",2],{"api/learn-center-post-en-GB-what-can-we-expect-from-ai-in-crypto":3,"en-gb/learn/blockchain/what-can-we-expect-from-ai-in-crypto-en-GB-seo":63,"footer-en-GB":68,"navigation-en-GB-learn-center":241,"api/learn-categories-en-GB":292},{"seo":4,"locale":28,"breadcrumbs":29,"excerpt":37,"featuredImage":38,"components":45,"title":5,"formattedPublishedAt":56,"geofencings":57,"category":58,"pagination":60,"campaignExternalId":8},{"title":5,"metaTitle":6,"metaDescription":7,"keywords":8,"metaRobots":8,"structuredData":9,"metaImage":10,"metaSocial":18,"canonicalURL":8,"localizations":19},"What can we expect from AI in crypto?","What can we expect from AI in crypto? - Blockchain Technology","Artificial intelligence is demonstrating a wide array of use cases across the cryptocurrency sector in various areas. What to expect?",null,{},{"url":11,"mime":12,"ext":13,"width":14,"height":15,"name":16,"alt":17},"bitstampImageUrl/What_can_we_expect_from_AI_in_cryptopng_18ebf2c9fa_e591ac9dca.png","image/png",".png",744,381,"What_can_we_expect_from_AI_in_cryptopng_18ebf2c9fa.png","",[],[20,23,26],{"pathname":21,"locale":22},"/learn/blockchain/what-can-we-expect-from-ai-in-crypto/","en",{"pathname":24,"locale":25},"/es/learn/blockchain/what-can-we-expect-from-ai-in-crypto/","es",{"pathname":27,"locale":28},"/en-gb/learn/blockchain/what-can-we-expect-from-ai-in-crypto/","en-GB",[30,34],{"id":31,"text":32,"url":31,"asUrl":33},"/learn/blockchain/","Blockchain technology",true,{"id":35,"text":5,"url":27,"asUrl":36},"what-can-we-expect-from-ai-in-crypto",false,"\u003Cp>Artificial intelligence is demonstrating a wide array of use cases across the cryptocurrency sector in areas including trading, security, and risk management.\u003C/p>\n",{"url":39,"mime":40,"ext":41,"width":42,"height":43,"name":44,"alt":17},"bitstampImageUrl/What_can_we_expect_from_AI_in_cryptosvg_6e98e637b9_421691d36d.svg","image/svg+xml",".svg",1676,858,"What_can_we_expect_from_AI_in_cryptosvg_6e98e637b9.svg",[46],{"component":47,"props":48,"content":49,"secondaryContent":53,"ctas":54,"secondaryCtas":55,"ctasNoMarginTop":36},"section.full-text",{"centered":36,"withoutSectionContainer":36},{"text":50,"width":51,"align":52},"\u003Cp>Artificial intelligence is demonstrating a wide array of use cases across the cryptocurrency sector in areas including trading, security, and risk management.\u003C/p>\n\u003Cp>Digital asset transactions generate vast amounts of data, which, in turn, can be processed, analyzed, and used to assist in decision-making. For instance, on-chain data is harvested and analyzed by firms such as Glassnode to gain insights into possible price movements for traders and investors, and companies like Chainalysis to trace fund movements linked to on-chain \u003Ca href=\"/en-gb/learn/security/cryptocurrency-scams-and-fraud-prevention/\">fraud and hacking incidents\u003C/a> for law enforcement agencies and private firms.\u003C/p>\n\u003Cp>AI offers the opportunity to automate and enhance data processing and analytics in many areas of the cryptocurrency sector, as well as automating tasks that humans would otherwise carry out less efficiently. As such, we can expect AI to continue to develop and play a more significant role in the cryptocurrency sector over time.\u003C/p>\n\u003Cp>Projects at the convergence of \u003Ca href=\"/en-gb/learn/blockchain/the-intersection-of-ai-and-blockchain/\">AI and blockchain technology\u003C/a> are also finding broader use cases, where blockchain can be used in situations such as enhancing AI transparency and expanding capacity for data storage. The scope of this article covers only AI in relation to cryptocurrencies.\u003C/p>\n\u003Ch2>AI in crypto trading\u003C/h2>\n\u003Cp>Trading is one of the most developed areas in AI and crypto since algorithmic trading bots such as 3Commas and CryptoHopper have existed since 2017. \u003Ca href=\"/en-gb/learn/crypto-trading/what-are-crypto-trading-bots/\">Trading bots\u003C/a> are programmable software for trading strategies, allowing the user to customize multiple parameters to execute trades in reaction to particular trends or market patterns, on \u003Ca href=\"/en-gb/learn/crypto-trading/what-is-technical-and-fundamental-analysis/\">technical indicators\u003C/a>, or as part of a broader risk management strategy.\u003C/p>\n\u003Cp>Bots can analyse a vast amount of historical market data and execute many thousands of trades per second (depending on the latency of the underlying infrastructure) without any risk of human error.\u003C/p>\n\u003Cp>However, trading using bots can also come with risks. Bots will continue to execute the strategy as programmed even if the market doesn’t behave as expected, leading to unintended consequences. Furthermore, since the algorithm is configured by a human, the programming may contain errors that stingy the bot doesn’t perform as expected, even if the market does. Therefore, backtesting algorithmic trading strategies is critical.\u003C/p>\n\u003Ch3>\u003Cstrong>Predictive analytics\u003C/strong>\u003C/h3>\n\u003Cp>Predictive analytics is a powerful use case for AI; and in the cryptocurrency sector, there is plenty of data that can be used to feed prediction algorithms. Along with historical price movements and on- and off-chain trading data, prediction engines can also parse social media, news publications, and online forums to gather sentiment data. Users can then access this data and use it to model future scenarios based on certain conditions. These models can then feed into the development of trading and risk management strategies.\u003C/p>\n\u003Cp>Predictive analytics is an evolving segment and many platforms and models are still in their earliest stages, and may not leverage all available data sources. Therefore, the accuracy of any given prediction may not necessarily be trustworthy.\u003C/p>\n\u003Ch2>AI in crypto security and fraud detection\u003C/h2>\n\u003Cp>Detecting fraud in the cryptocurrency sector is notoriously difficult since most public blockchains operate pseudonymously. Criminals, such as \u003Ca href=\"/en-gb/learn/crypto-101/what-is-the-silk-road-marketplace/\">Silk Road’s\u003C/a> \u003Ca href=\"/en-gb/learn/people-profiles/ross-ulbricht/\">Ross Ulbricht\u003C/a>, have often been caught through traces to their real-world identity that they’ve left behind online. The \u003Ca href=\"/en-gb/learn/security/what-is-blockchain-immutability/\">immutable\u003C/a> nature of blockchain technology often means that once stolen, funds can’t be recovered.\u003C/p>\n\u003Cp>AI compliance tools can now scan blockchain transaction activity in real time, identifying suspicious wallets and transactions and notifying authorities or even intervening to prevent a transaction. The algorithms can also continue to learn from new techniques used by fraudulent actors, enabling more rapid response and fraud prevention.\u003C/p>\n\u003Cp>AI tools can also be used in code audits, to rapidly parse \u003Ca href=\"/en-gb/learn/crypto-101/how-do-smart-contracts-work/\">smart contract\u003C/a> programming and identify any vulnerabilities that could be exploited by hackers.\u003C/p>\n\u003Ch3>AI in crypto compliance\u003C/h3>\n\u003Cp>AI is already used extensively in the banking and crypto sector to reduce the operational workload involved in \u003Ca href=\"/en-gb/learn/security/know-your-customer-kyc/\">Know-Your-Customer (KYC)\u003C/a> checks. KYC service providers use AI to scan identity documents for signifiers of authenticity, as well as any anomalies and make sure it meets the required parameters for passing the check, such as age or residency.\u003C/p>\n\u003Ch2>AI in crypto risk management\u003C/h2>\n\u003Cp>Many of the use cases shown above are likely to be applied in tandem as part of a comprehensive risk management strategy. For example, a trading algorithm could be programmed to respond to changing market conditions for a given portfolio asset to mitigate losses, while fraud tools help to avoid hacks and theft incidents.\u003C/p>\n\u003Cp>The scalability that AI offers can also mitigate risk in other ways. For example, automation makes it easier to manage multiple different accounts, allowing a portfolio to be diversified across multiple platforms and protocols, reducing the loss risk if one or more is compromised.\u003C/p>\n\u003Ch2>AI tokens\u003C/h2>\n\u003Cp>AI tokens are a segment of the cryptocurrency markets, representing tokens for blockchain-based AI projects, such as AI trading algorithms, or decentralized marketplaces for AI-related use cases, such as algorithms or data. AI tokens often have utility within their respective platforms, such as paying transaction fees or accessing services, or may be used for \u003Ca href=\"/en-gb/learn/blockchain/what-is-staking/\">staking\u003C/a> or governance.\u003C/p>\n\u003Cp>Examples of projects with tokens in the AI category include the decentralized trading platform \u003Ca href=\"/en-gb/learn/cryptocurrency-guide/what-is-injective-inj/\">Injective (INJ)\u003C/a>, indexing protocol \u003Ca href=\"/en-gb/learn/cryptocurrency-guide/what-is-the-graph-grt/\">The Graph (GRT)\u003C/a>, and digital rendering services network, Render (RNDR).\u003C/p>\n\u003Ch2>AI in crypto essentials\u003C/h2>\n\u003Cul>\n\u003Cli>Cryptocurrency activities rely on and generate large amounts of data, so there is an opportunity to apply AI in several areas.\u003C/li>\n\u003Cli>AI applications for crypto cover use cases including trading algorithms, predictive analytics, fraud detection, compliance, and risk management, among others.\u003C/li>\n\u003Cli>AI tokens have emerged as a segment of the crypto markets, representing AI projects based on blockchain infrastructure.\u003C/li>\n\u003C/ul>\n","full","left",{"text":17},[],[],"July 29th, 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Kingdom",{},{},{"title":201,"content":17,"items":202},"Contact",[203,208,212,216,220,224,229,234],{"noFollow":36,"isExternal":36,"name":204,"value":205,"isEmail":36,"isPhoneNumber":36,"isText":36,"showOnDesktop":33,"showOnMobile":33,"attachment":206,"geofencings":207},"Customer 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20 3868 9628","+442038689628",{},{},{"noFollow":36,"isExternal":36,"name":230,"value":231,"isEmail":36,"isPhoneNumber":33,"isText":36,"showOnDesktop":33,"showOnMobile":33,"attachment":232,"geofencings":233},"+1 800 712 5702","+18007125702",{},{},{"noFollow":36,"isExternal":36,"name":235,"value":236,"isEmail":36,"isPhoneNumber":33,"isText":36,"showOnDesktop":33,"showOnMobile":33,"attachment":237,"geofencings":238},"+352 20 88 10 96","+35220881096",{},{},"\u003Cp>Please read the general \u003Ca href=\"/legal/risk-warning/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Risk Warning\u003C/a>, and \u003Ca href=\"/legal/uk-investment-risk-warning/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Risk Summary\u003C/a> for UK residents before investing in crypto-assets. \u003C/p>\n\u003Cp>Crypto-assets services are provided by the following Bitstamp legal entities depending on client residency: (1) Bitstamp Europe S.A., which is authorized by the Commission de Surveillance du Secteur Financier (CSSF) in Luxembourg as a payment institution (licence number Z00000012) and crypto-asset service provider (licence number N00000003); Registered address: 40, avenue Monterey, L-2163 Luxembourg, Grand Duchy of Luxembourg; Registration number: B196856; (2) Bitstamp UK Ltd., which is registered with the Financial Conduct Authority (FCA) in the UK for the provision of certain cryptoassets activities under the Money Laundering Regulations (Firm Reference Number 978690); Registered address: 5 New Street Square, EC4A 3TW London, United Kingdom; Registration number: 14174243; (3) Bitstamp Ltd.with its registered address at 5 New Street Square, EC4A 3TW London, United Kingdom and registration number: 8157033; (4) Bitstamp Global Ltd., which is registered as a Virtual Asset Service Provider in the British Virgin Islands and is supervised by the British Virgin Islands Financial Services Commission (FSC); Registered address: Floor 4, Banco Popular Building, Road Town, Tortola VG1110, British Virgin Islands; Registered number: 2086429; and (5) Bitstamp Asia Pte Ltd, which is authorized by the Monetary Authority of Singapore (MAS) as a major payment institution (licence number PS20200667); Registered address: 63 Chulia Street, OCBC Centre East, #15-01, Singapore 049514; Registered number: 202016687K;\u003C/p>\n\u003Cp>Virtual currency services to US residents are provided by Bitstamp USA, Inc., which is licensed to engage in virtual currency business activity by the New York State Department of Financial Services. Licensed as a Money Transmitter by the New York State Department of Financial Services. Review a \u003Ca href=\"/legal/usa-inc/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">list of its licenses and other registrations\u003C/a> (NMLS number \u003Ca href=\"https://www.nmlsconsumeraccess.org/EntityDetails.aspx/COMPANY/1905429\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">1905429\u003C/a>) for more information; Registered address: 85 Willow Road, Menlo Park, CA 94025, United States of America; Registered number: 5481543.\u003C/p>\n\u003Cp>Investment services with regards to trading in crypto derivatives are provided by Bitstamp Financial Services Ltd., which is authorized and supervised by the Slovenian Securities Market Agency (ATVP) as a MiFiD investment firm. Trading crypto derivatives carries significant risks and may result in substantial losses. Please trade responsibly and ensure you understand the associated risks. You can find more about the risks \u003Ca href=\"/legal/financial-services/general-terms-and-conditions/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">here\u003C/a>. To help you understand the risks involved we have put together a series of \u003Ca href=\"/derivatives/key-information-documents/\" target=\"_blank\" rel=\"noopener noreferrer\">Key Information Documents (KIDs)\u003C/a> highlighting the risks and rewards related to each derivatives contract. Crypto derivatives trading is not available to customers in the US, Canada, Japan and some other countries. Bitstamp Financial Services Ltd. does not provide crypto-asset services.\u003C/p>\n\u003Cp>To find out more about which Bitstamp entity you receive services from, please check the Profile/My information in your Bitstamp account. You can read more about our legal terms, policies and disclosures \u003Ca href=\"/legal/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">here\u003C/a>.\u003C/p>\n","\u003Cp>All rights reserved © 2026 Bitstamp by Robinhood. \u003Ca href=\"https://www.nmlsconsumeraccess.org/EntityDetails.aspx/COMPANY/1905429\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">NMLS #1905429\u003C/a>\u003C/p>\n",{"items":242,"ready":33,"platformButtonText":288,"backButtonText":289,"logInButtonText":290,"signUpButtonText":291},[243,248,254,257,261,266,271,274,279,284],{"headerName":244,"sidemenuName":125,"url":245,"noFollow":36,"showInHeader":33,"showInSidemenu":33,"geofencings":246,"submenu":247,"tag":17},"Institutions","/en-gb/institutional-trading/",{},[],{"headerName":249,"sidemenuName":249,"url":250,"noFollow":36,"showInHeader":33,"showInSidemenu":33,"geofencings":251,"submenu":252,"tag":253},"Derivatives","/perpetual-futures/",{},[],"NEW",{"headerName":140,"sidemenuName":140,"url":141,"noFollow":36,"showInHeader":33,"showInSidemenu":33,"geofencings":255,"submenu":256,"tag":17},{},[],{"headerName":258,"sidemenuName":258,"url":113,"noFollow":36,"showInHeader":33,"showInSidemenu":33,"geofencings":259,"submenu":260,"tag":17},"Mobile App",{},[],{"headerName":262,"sidemenuName":262,"url":263,"noFollow":36,"showInHeader":33,"showInSidemenu":33,"geofencings":264,"submenu":265,"tag":17},"Markets","/markets/",{},[],{"headerName":267,"sidemenuName":267,"url":268,"noFollow":36,"showInHeader":33,"showInSidemenu":33,"geofencings":269,"submenu":270,"tag":17},"Earn Stake","/en-gb/crypto-staking/",{},[],{"headerName":117,"sidemenuName":117,"url":118,"noFollow":36,"showInHeader":33,"showInSidemenu":33,"geofencings":272,"submenu":273,"tag":17},{},[],{"headerName":275,"sidemenuName":275,"url":276,"noFollow":36,"showInHeader":33,"showInSidemenu":33,"geofencings":277,"submenu":278,"tag":17},"Blog","https://blog.bitstamp.net/",{},[],{"headerName":280,"sidemenuName":280,"url":281,"noFollow":36,"showInHeader":33,"showInSidemenu":33,"geofencings":282,"submenu":283,"tag":17},"Learn","/learn/",{},[],{"headerName":285,"sidemenuName":285,"url":113,"noFollow":36,"showInHeader":36,"showInSidemenu":33,"geofencings":286,"submenu":287,"tag":17},"Get Bitstamp by Robinhood app",{},[],"Go to platform","Back","Log in","Get started",[293,296,300,304,308,312,316,320,324,328],{"title":32,"url":294,"geofencings":295},"/en-gb/learn/blockchain/",{},{"title":297,"url":298,"geofencings":299},"Company profiles","/en-gb/learn/company-profiles/",{},{"title":301,"url":302,"geofencings":303},"Crypto 101","/en-gb/learn/crypto-101/",{},{"title":305,"url":306,"geofencings":307},"Crypto definitions","/en-gb/learn/crypto-definitions/",{},{"title":309,"url":310,"geofencings":311},"Crypto trading","/en-gb/learn/crypto-trading/",{},{"title":313,"url":314,"geofencings":315},"Cryptocurrency guide","/en-gb/learn/cryptocurrency-guide/",{},{"title":317,"url":318,"geofencings":319},"People profiles","/en-gb/learn/people-profiles/",{},{"title":321,"url":322,"geofencings":323},"Security","/en-gb/learn/security/",{},{"title":325,"url":326,"geofencings":327},"Tutorials","/en-gb/learn/bitstamp-tutorials/",{},{"title":329,"url":330,"geofencings":331},"Web3","/en-gb/learn/web3/",{},1775562965059]