PLAID Trademark

Downloadable software development kits for integrating artificial intelligence-powered financial data application programming interfaces, Model Context Protocol server connections, and payment risk services into financial applications; Downloadable computer software development tools for building, testing, and debugging financial data application programming interface integrations, including sandbox data generation, webhook simulation, Model Context Protocol-based documentation search; Downloadable computer software using large language models for generating financial application programming interface integration code, creating Plaid application programming interface requests, and automating financial technology software development; Electronic software updates, namely, downloadable artificial intelligence software and data files for updating computer software in business and finance

Providing financial business intelligence services using artificial intelligence foundation models, namely, providing transaction enrichment data, merchant entity classifications, income signals, sequential behavioral risk scores, and creditworthiness indicators; Business research services in the fields of consumer credit and financial risk, namely, providing behavioral risk scores, sequential financial pattern analyses, automated clearing house return probability assessments, and creditworthiness benchmarks generated by machine learning; Providing business information and consultancy for selecting and implementing artificial intelligence-powered financial data application programming interfaces, payment risk platforms, and identity verification solutions; Organizing exhibitions, events, and tradeshows in artificial intelligence, machine learning, and software development for commercial and business purposes; Statistical analysis and reporting services for business purposes in the field of financial services, namely, analyzing transaction patterns, income signals, merchant entity data, and bank account behavioral metrics to generate financial intelligence reports for lenders, financial technology companies, and financial institutions; Computer-assisted business information and research services in the field of financial services, namely, providing artificial intelligence-assisted transaction semantic analysis, merchant normalization intelligence, financial category research, recurring transaction identification, and income signal data to financial institutions and financial technology developers

Software as a service (SaaS) services featuring software using machine learning for sequential financial behavioral modeling, namely, for generating time-aware consumer financial behavioral embeddings, automated clearing house return risk scores, and creditworthiness assessments from sequential transaction data using transformer-based foundation models; Providing temporary use of online non-downloadable chatbot software using large language models for answering developer queries about financial application programming interfaces, generating Plaid application programming interface integration code, and providing interactive financial technology development guidance; Temporary use of online non-downloadable software using artificial intelligence for identity verification using document analysis and liveness detection, know-your-customer compliance, and fraud prevention using machine learning models; Software as a service (SaaS) services featuring software using artificial intelligence for anti-money laundering watchlist screening, anti-fraud network intelligence, and know-your-customer identity verification; Application service provider (ASP) and software as a service (SaaS) services featuring application programming interface software using artificial intelligence for banking and financial data, identity verification, authentication, and payment processing, employing machine learning and large language model inference; Temporary use of online non-downloadable software using artificial intelligence for financial data connectivity, identity verification using computer vision and behavioral biometrics, and fraud prevention using machine learning; Software as a service (SaaS) services featuring software using artificial intelligence for automating bank account ownership verification, payment return risk assessment, and identity document analysis; Software as a service (SaaS) services featuring software using artificial intelligence for financial data connectivity, identity verification, authentication, and embedded financial services, employing machine learning to optimize connection success rates and data quality; Providing temporary use of online non-downloadable computer software for collecting, analyzing, and organizing financial account data using deep learning for fraud detection, behavioral biometric analysis, and credit risk modeling; Temporary use of online non-downloadable software using artificial intelligence for compiling, analyzing, and managing personal and business identity signals and data for electronic money transfer risk management; Temporary use of online non-downloadable software using artificial intelligence for identifying, classifying, evaluating, and reviewing potentially fraudulent payments using machine learning ensemble models and consortium fraud data; Software as a service (SaaS) services featuring software using machine learning for fraud pattern detection, device and behavioral analysis, and trust index scoring; Application service provider (ASP) featuring application programming interface software using artificial intelligence for banking and credit card data connectivity, employing machine learning and natural language processing to provide developers with intelligent categorization, anomaly detection, enrichment, and predictive analysis of transactions and balances; Temporary use of online non-downloadable software using artificial intelligence for machine learning-based risk assessments and return probability scores for payment risk in automated clearing house and electronic money transfers; Artificial intelligence as a service (AIaaS) services featuring software using artificial intelligence for financial data connectivity, bank account verification, transaction enrichment, and payment risk scoring; Providing developer tools and dashboards using artificial intelligence for monitoring, analyzing, and optimizing financial data integrations; Technical support services, namely, monitoring of financial application programming interface network systems, item health, link conversion metrics, and payment transaction volumes with automated diagnostic alerts via artificial intelligence-powered dashboards and Model Context Protocol-accessible tooling; Computer diagnostic services for financial application programming interface integrations, namely, diagnosing item errors, identifying bank connection failures, analyzing link funnel conversion issues, and evaluating payment return risk using artificial intelligence-powered analytical tools; Platform as a service (PaaS) featuring computer software platforms using artificial intelligence for connecting large language model applications and artificial intelligence agents to financial data services, bank account analytics, and payment risk tools via Model Context Protocol servers; Cloud computing featuring software using artificial intelligence for connecting large language models and artificial intelligence agents to financial data application programming interfaces, delivering real-time payment risk assessments, and enabling artificial intelligence-driven financial workflow automation via Model Context Protocol infrastructure; Application service provider (ASP) featuring Model Context Protocol server software using artificial intelligence for enabling large language model applications and artificial intelligence agents to retrieve financial account data, access link analytics, and manage payment diagnostic tools via application programming interface connections; Providing temporary use of online non-downloadable software using artificial intelligence for financial institutions and financial technology developers to integrate natural language processing and large language model inference into financial data applications; Providing temporary use of online non-downloadable software development kits and Model Context Protocol server connections for integrating artificial intelligence agents and large language model applications with financial data application programming interfaces, payment risk scoring, and identity verification services; Providing temporary use of online non-downloadable software development tools using artificial intelligence for building and testing financial data application programming interface integrations, including artificial intelligence-assisted documentation search, sandbox environment access, and webhook simulation via Model Context Protocol; Providing temporary use of non-downloadable cloud-based software for bank account monitoring and financial account management; Providing temporary use of non-downloadable cloud-based software for financial management, namely, bank account linking; Providing temporary use of non-downloadable cloud-based software for financial management, namely, monitoring of bank accounts that are linked; Providing temporary use of non-downloadable cloud-based software for authenticating a user's identity across multiple applications, systems, or platforms; Providing temporary use of non-downloadable cloud-based software for use in creating user-specific consumer reports using data and information from multiple applications, systems, or platforms; Application service provider (ASP) featuring artificial intelligence software for providing enriched financial transaction data, incorporating machine learning-based transaction semantic analysis, merchant entity resolution, income classification, and statistical reporting for financial institutions and financial technology developers; Application service provider (ASP) featuring application programming interface software using artificial intelligence for generating consumer income, employment, and financial capacity assessments using machine learning models trained on transaction data; Temporary use of online non-downloadable software using artificial intelligence for consumer income, asset, and employment verification; Providing online non-downloadable software using artificial intelligence for machine learning-based income classification, transaction categorization, and alternative credit data modeling; Temporary use of online non-downloadable software using artificial intelligence for consumer credit assessment, financial health scoring, and alternative credit data analysis; Providing application programming interface software using artificial intelligence for lenders and financial institutions to integrate machine learning-based credit risk models using consumer-permissioned financial account data; Application service provider (ASP) featuring application programming interface software using artificial intelligence for providing consumer credit reports and information derived from machine learning analysis of financial account data

Financial management; Financial management via the Internet; Financial information and evaluations; Financial risk management services using artificial intelligence and machine learning incorporating consortium-based fraud intelligence; Payment and funds verification services using artificial intelligence employing predictive models and real-time fraud scoring; Automated clearing house transaction processing services using artificial intelligence for real-time return risk scoring and fraud detection; Electronic funds transfer services using artificial intelligence for return risk prediction and real-time fraud scoring; Providing financial risk management services for electronic funds transfer transactions using artificial intelligence; Financial analysis, namely, compiling and analyzing data for financial purposes using artificial intelligence and machine learning; Financial data aggregation services using artificial intelligence and machine learning for normalization, enrichment, and classification of financial data; Financial data aggregation services using artificial intelligence for normalizing, enriching, and classifying multi-institution bank account data to support payment processing and credit decisions; Financial analysis and research services using artificial intelligence and machine learning, namely, analyzing consumer transaction data to identify income sources, classify loan payments, detect bank fee patterns, generate merchant normalization intelligence, and identify recurring transactions for risk assessment and credit decisioning; Credit scoring services using artificial intelligence and machine learning models trained on consumer-permissioned bank account transaction data; Credit reporting services using machine learning employing predictive modeling to evaluate consumer creditworthiness and financial capacity from real-time data; Credit risk management services using machine learning models and consumer-permissioned account data for real-time creditworthiness evaluation and underwriting support; Financial credit scoring services using machine learning for alternative credit data analysis, namely, analysis of real-time cash flow patterns, income verification, and bank account behavioral analytics; Credit underwriting services using machine learning models trained on consumer-permissioned financial transaction data to generate creditworthiness assessments; Financial inclusion services providing credit assessment for underserved consumers using artificial intelligence and non-traditional financial data signals; Income verification services using machine learning models trained on connected financial account transaction data; Financial reporting services using machine learning to analyze connected account data and generate income, asset, and employment verification reports; Alternative credit data services for financial institutions using artificial intelligence, namely, cash flow analysis, income pattern recognition, and spending behavioral analytics for lending decisions; Financial advisory services using artificial intelligence for income verification, creditworthiness assessment, and cash flow analysis for lending decisions

Providing financial institutions and developers with access to artificial intelligence-powered financial data tools, diagnostic analytics, and payment risk applications via data networks and Model Context Protocol servers; Providing electronic transmission of financial account data, payment transaction records, automated clearing house return risk scores, and identity verification signals via computer networks and application programming interface connections; Electronic transmission for others of financial account information, payment risk assessments, and consumer financial data via computer linking services and application programming interface connections to financial institutions and applications via a global computer network; Providing financial institutions and software developers with telecommunications access to data derived from financial account databases, identity verification records, and payment risk data repositories via secure application programming interface connections; Information transmission services via digital networks for delivering bank account ownership data, transaction histories, income signals, and financial identity verification results to third-party financial applications; Electronic exchange of financial account data, transaction records, and identity verification data stored in databases accessible via telecommunication networks and application programming interfaces; Transmission of financial account database information, transaction data, and consumer identity records via telecommunications networks and secure application programming interface connections to financial institutions and financial technology applications; Telecommunications gateway services for routing financial data, bank account connection requests, and consumer-permissioned financial information between financial institutions, financial technology applications, and end users; Providing private and secure real-time electronic transmission of consumer-permissioned financial data, bank account credentials, and payment authorization tokens over computer networks using encrypted application programming interface connections

Arranging, hosting, and conducting educational conferences in artificial intelligence, machine learning, financial technology, and software development; Educational and entertainment services, namely, conducting conferences, workshops, training, courses and seminars in the fields of artificial intelligence-powered application programming interfaces, machine learning in financial services, generative artificial intelligence, and artificial intelligence-driven financial technology product development; Organizing and hosting conferences, exhibitions, training and tutorials in artificial intelligence, machine learning applications in finance, artificial intelligence-enabled software development, and distributing course materials; Organizing exhibitions and events in artificial intelligence and software development for commercial and business purposes