AI & ML

Adikteev is a prominent player in the AdTech ecosystem, specializing in mobile app retargeting and user retention solutions. The company's core technology enables mobile app developers and marketers to re-engage users who have downloaded their apps but have become inactive or are at risk of churning. Through advanced machine learning algorithms and predictive analytics, Adikteev helps clients deliver personalized re-engagement campaigns that drive measurable results in terms of user retention and revenue generation. Adikteev's key products and services include sophisticated targeting capabilities, personalized creative optimization, and real-time performance analytics. The company's platform allows businesses to identify and target specific user segments, optimize their marketing creatives, and track the effectiveness of their retargeting campaigns. This helps clients improve user lifetime value (LTV) and maximize the return on their marketing investments. Adikteev has established itself as a significant player in the AdTech market, partnering with leading mobile app developers and advertisers to help them achieve their user retention and growth goals. The company has recently expanded its product offering and capabilities through strategic acquisitions and partnerships, further strengthening its position in the industry and providing its clients with a comprehensive suite of mobile marketing solutions.

Adverity plays a crucial role in the AdTech ecosystem as a leading data and analytics platform. Their flagship product, the Adverity Marketing Intelligence Platform, is designed to address the growing complexity of marketing data management. The platform enables marketers to consolidate, harmonize, and analyze data from multiple sources, including advertising platforms, social media, and web analytics. This centralized approach empowers marketing teams to make data-driven decisions, optimize their campaigns, and drive better business outcomes. Adverity's key products and services relevant to the advertising industry include their data integration capabilities, which automate the extraction and transformation of data from various ad tech and marketing platforms. Additionally, the platform offers advanced analytics and reporting functionalities, allowing users to derive valuable insights and visualize marketing performance across channels. Adverity's predictive analytics and AI-powered features also help marketers forecast trends, identify opportunities, and optimize their advertising strategies. Adverity has established a strong market position as a trusted partner for enterprises and agencies seeking to unify and analyze their marketing data. The company has experienced significant growth in recent years, driven by strategic acquisitions and the expansion of its product portfolio. Notable developments include the acquisition of Hevo Data, a cloud-based data integration platform, and the launch of Adverity's Insights Studio, a self-service analytics tool designed to empower marketing teams with real-time data-driven decision making.

Airlines represent a critical sector of the global transportation industry, providing scheduled and charter air transportation services for passengers and cargo across domestic and international routes. These companies operate complex fleets of aircraft ranging from regional jets to wide-body international carriers, managing intricate logistics networks that include flight operations, maintenance, crew scheduling, ground services, and customer service operations. The airline industry is characterized by high capital requirements, significant regulatory oversight, and intense competition. Modern airlines have evolved beyond simple transportation providers to become sophisticated technology-driven organizations that leverage advanced reservation systems, revenue management algorithms, and digital customer engagement platforms. They typically generate revenue through ticket sales, cargo services, ancillary fees (baggage, seat selection, in-flight services), and loyalty program partnerships. The industry operates on thin profit margins and is highly sensitive to fuel costs, economic conditions, geopolitical events, and seasonal demand fluctuations. Airlines serve as essential infrastructure for global commerce and tourism, facilitating business travel, leisure tourism, and time-sensitive cargo delivery. They maintain partnerships with other carriers through alliance networks, codeshare agreements, and interline arrangements to extend their geographic reach and provide seamless travel experiences. The industry continues to undergo digital transformation, focusing on operational efficiency, sustainability initiatives, enhanced passenger experiences, and adaptation to changing travel patterns and consumer expectations.

Airship is an AI/ML platform that helps companies optimize their digital marketing and customer engagement efforts.

Albert is an enterprise-grade AI-powered marketing platform that functions as an autonomous digital marketer, designed to revolutionize how organizations approach multi-channel campaign management. Founded to address the growing complexity of digital advertising ecosystems, Albert leverages advanced machine learning algorithms and artificial intelligence to autonomously execute, optimize, and scale marketing campaigns across paid search, social media, programmatic display, and other digital channels. The platform's self-learning technology continuously analyzes massive datasets to identify performance patterns, predict campaign outcomes, and make real-time optimization decisions that traditionally require extensive human expertise and manual intervention. The platform integrates seamlessly with existing marketing technology stacks, serving as an intelligent layer that manages budget allocation, creative testing, audience segmentation, and bidding strategies with minimal human oversight. Albert's autonomous capabilities enable marketing teams to operate at scale while improving key performance metrics such as return on advertising spend (ROAS), customer acquisition cost (CAC), and conversion rates. By processing millions of data points and running thousands of micro-experiments simultaneously, the platform identifies optimization opportunities that would be impossible for human marketers to detect manually. Albert primarily serves enterprise and mid-market companies across various industries including e-commerce, retail, financial services, telecommunications, and consumer brands that require sophisticated, data-driven marketing solutions. The platform is particularly valuable for organizations with substantial advertising budgets seeking to maximize efficiency, reduce manual workload, and leverage AI-driven insights to maintain competitive advantage in increasingly saturated digital channels. Albert's approach represents a shift from traditional marketing automation toward truly autonomous marketing intelligence that learns and improves continuously without constant human recalibration.

Amazon Sumerian is a web-based platform that allows developers to create and deploy virtual reality (VR), augmented reality (AR), and 3D applications without requiring any specialized programming or 3D graphics expertise.

Appier is a leading artificial intelligence (AI) company that provides cross-screen technology solutions to help enterprises navigate the digital transformation journey.

Arize AI is a specialized AI observability platform designed to address the critical challenges of monitoring, troubleshooting, and improving machine learning models in production environments. The company provides enterprise-grade tools that enable data science teams and ML engineers to gain deep visibility into model performance, detect data drift, identify bias, and diagnose issues before they impact business outcomes. By offering comprehensive monitoring capabilities across the entire ML lifecycle, Arize AI helps organizations maintain model accuracy, ensure fairness, and optimize the return on their AI investments. The platform serves as a centralized hub for ML observability, providing real-time insights into model predictions, feature distributions, and performance metrics across diverse deployment environments. Arize AI's solution is particularly valuable for organizations operating multiple models at scale, where manual monitoring becomes impractical and automated detection of anomalies, degradation, and drift is essential. The company has positioned itself at the intersection of MLOps and observability, addressing the growing need for production ML reliability as artificial intelligence becomes increasingly mission-critical across industries including financial services, e-commerce, healthcare, and technology.

Bazaarvoice is a leading provider of cloud-based software that helps brands and retailers collect, display, and analyze online reviews and user-generated content.

Botkit is an open-source development framework that has established itself as a significant player in the conversational AI and chatbot development space. The platform provides developers with a comprehensive toolkit for building sophisticated chatbots and messaging applications that can operate seamlessly across multiple communication platforms including Slack, Microsoft Teams, Facebook Messenger, Twilio, and other popular messaging channels. By abstracting the complexities of different messaging APIs and providing a unified development interface, Botkit enables developers to focus on conversation design, user experience, and business logic rather than wrestling with platform-specific implementation details. The framework supports both simple rule-based conversational flows and advanced AI-powered conversational agents that leverage natural language processing capabilities. Botkit's modular architecture allows for seamless integration with various NLP services such as IBM Watson, Microsoft LUIS, Dialogflow, and others, as well as databases and enterprise systems. This flexibility makes it suitable for a wide range of applications, from customer service automation and sales assistants to internal workflow tools and employee engagement bots. As an open-source project, Botkit has cultivated a vibrant developer community that contributes to its ongoing evolution, maintains extensive documentation, and shares example implementations and best practices. Botkit was originally developed by Howdy.ai and gained significant traction in the developer community for its ease of use and comprehensive feature set. The framework's popularity grew particularly during the chatbot boom of the mid-to-late 2010s, when businesses across industries began exploring conversational interfaces as a new channel for customer engagement. The platform's extensibility and support for multiple messaging platforms have made it a popular choice among developers and enterprises building conversational interfaces for businesses of all sizes, from startups to Fortune 500 companies.

Botkit Studio is a conversational AI platform provider that specializes in enabling enterprises and mid-market organizations to build, deploy, and manage sophisticated chatbots and virtual assistants. The platform distinguishes itself by offering both low-code interfaces for business users and robust developer tools for technical teams, creating a comprehensive solution that addresses the full chatbot lifecycle. From initial conversation design and natural language processing configuration to deployment across multiple channels and ongoing performance optimization, Botkit Studio provides an end-to-end framework for conversational AI implementation. The platform's architecture emphasizes flexibility and integration capabilities, allowing organizations to create custom conversational workflows that connect seamlessly with existing enterprise systems including CRM platforms, customer service tools, and business intelligence infrastructure. Botkit Studio supports deployment across diverse channels including web chat widgets, popular messaging platforms (Slack, Microsoft Teams, Facebook Messenger), and voice interfaces, enabling organizations to maintain consistent conversational experiences across customer touchpoints. The company serves a broad range of industries including e-commerce, financial services, healthcare, and technology sectors, with use cases spanning customer support automation, lead qualification, employee self-service, and interactive marketing campaigns.

Braintree is a leading AI/ML platform that provides advanced data processing and analytics solutions for AdTech and MarTech companies.

Brightline is a high-speed rail service that connects several cities in Florida, offering a convenient and sustainable transportation alternative to driving or flying.

Celebrus provides customer experience analytics solutions. Their technology analyzes customer interactions across various channels to help businesses improve operations and customer satisfaction. This involves leveraging AI and machine learning to glean insights from voice, video, and digital interactions.

Certona is an enterprise-level personalization and recommendation platform provider that specializes in delivering tailored digital experiences for e-commerce retailers and brands. The company's technology leverages advanced machine learning algorithms and real-time behavioral data to provide individualized product recommendations, content personalization, and predictive merchandising across multiple digital touchpoints. By processing millions of customer interactions daily, Certona's platform enables retailers to understand individual preferences, predict purchase intent, and optimize product discovery experiences in real-time across web, mobile, email, and other digital channels. Certona serves mid-market to enterprise retailers across various verticals including fashion, electronics, home goods, and specialty retail. The platform is designed to increase conversion rates, average order values, and customer lifetime value by delivering contextually relevant experiences throughout the customer journey. Certona's solution integrates seamlessly with existing e-commerce platforms, marketing automation tools, and content management systems to provide a unified personalization layer that enhances the overall customer experience and drives measurable business outcomes for retail organizations.

Databricks is a cloud-based data engineering and analytics platform that provides a unified workspace for data scientists, engineers, and analysts to collaborate on big data and machine learning projects.

DataRobot delivers an agentic AI platform for enterprise environments, enabling organizations to build, deploy and manage AI agents at scale. The platform democratizes data science with end-to-end automation for machine learning models and focuses on delivering business outcomes rather than endless AI pilots.

DeepMind is an artificial intelligence company that develops advanced AI systems for a variety of applications, including AdTech. They are known for their work in areas like machine learning and reinforcement learning.

Experian is a global information services company and one of the world's leading credit reporting agencies, providing data and analytical tools to clients across multiple industries. The company operates through three primary business segments: Credit Services, Decision Analytics, and Marketing Services. Experian collects, aggregates, and analyzes consumer and business credit information, offering comprehensive solutions that help organizations make informed decisions about lending, fraud prevention, identity verification, and customer acquisition. With operations spanning over 40 countries, Experian serves a diverse client base including financial institutions, retailers, telecommunications providers, healthcare organizations, and government agencies. The company's credit bureau services provide detailed credit reports and scores that are fundamental to the lending ecosystem, while its marketing services division leverages consumer data and analytics to help businesses identify, acquire, and retain customers through targeted marketing campaigns and audience segmentation. Experian has established itself as a critical infrastructure provider in the financial services ecosystem, processing billions of data transactions annually. The company continues to invest heavily in advanced analytics, artificial intelligence, and machine learning capabilities to enhance its product offerings and maintain its competitive position in the rapidly evolving data and analytics marketplace.

Google AI is a leading AI/ML platform that provides advanced machine learning and artificial intelligence solutions for various industries, including AdTech and MarTech. [Merged from Google (Alphabet)]: Parent company of Google's advertising and marketing technology products

Hedera Hashgraph is an enterprise-grade public distributed ledger technology platform that provides a fundamentally different approach to blockchain consensus mechanisms. Unlike traditional blockchain architectures, Hedera utilizes the patented Hashgraph consensus algorithm, which enables high-throughput transaction processing with low latency, fair transaction ordering, and enhanced security guarantees. The platform is designed to support a wide range of decentralized applications, including cryptocurrency transactions, smart contracts, file storage, and consensus services. The company operates as a decentralized public network governed by a council of leading global organizations spanning various industries, ensuring no single entity controls the platform. Hedera's architecture addresses common blockchain limitations such as scalability bottlenecks, energy inefficiency, and unpredictable transaction ordering. The platform supports developers and enterprises seeking to build decentralized applications with predictable fees, fast finality, and regulatory compliance capabilities. Hedera's native cryptocurrency, HBAR, serves as the fuel for network services and enables staking for network security.

Io-Tahoe is a data intelligence company that provides enterprise-grade smart data discovery and governance solutions designed to address the complexities of modern distributed data environments. The platform combines advanced automation, machine learning, and comprehensive metadata management to help organizations gain complete visibility and control over their data assets across hybrid and multi-cloud infrastructures. By automating the traditionally manual processes of data cataloging, classification, and lineage tracking, Io-Tahoe enables enterprises to understand their data landscape at scale while maintaining compliance with evolving regulatory requirements. The company's solution serves as a centralized governance hub that bridges the gap between technical data teams and business stakeholders, facilitating collaboration around data assets while enforcing policies and security controls. Io-Tahoe's platform addresses critical enterprise challenges including data sprawl, regulatory compliance (GDPR, CCPA, HIPAA), sensitive data identification, and data quality management. The automated discovery engine continuously scans multiple data sources to maintain an up-to-date inventory of data assets, their relationships, and usage patterns, providing organizations with the intelligence needed to make informed decisions about data utilization, risk management, and compliance. Targeting data-intensive industries such as financial services, healthcare, retail, and technology sectors, Io-Tahoe positions itself as an essential infrastructure component for enterprises pursuing data-driven transformation initiatives. The platform's ability to handle complex, distributed data environments makes it particularly valuable for large organizations dealing with legacy systems, cloud migrations, and the ongoing challenge of maintaining governance standards across diverse technology stacks. By reducing manual effort while improving data quality, security posture, and compliance readiness, Io-Tahoe helps organizations extract maximum value from their data assets while effectively managing associated risks.

Airbnb is a popular online marketplace that connects travelers with hosts who offer unique accommodations and experiences around the world.

LG Electronics is a multinational electronics company that produces a wide range of consumer electronics, home appliances, and mobile devices. It is one of the world's leading manufacturers of televisions, smartphones, and home appliances.

Mailgun is an AI/ML platform that provides email delivery and management services for businesses.

OpenAI is a research company aiming to ensure that artificial intelligence has a positive impact on humanity. They develop safe and powerful AI systems and share their research openly.

Oracle BlueKai is a data management platform that enables marketers to create, manage, and execute data-driven marketing campaigns. It helps businesses collect, organize, and activate data to personalize customer experiences.

Outbrain is a leading player in the Content Discovery space, providing personalized content recommendations to users across a network of publisher sites.

Plytix is a supply chain analytics company that uses artificial intelligence (AI) and machine learning (ML) to provide real-time visibility and predictive insights into supply chain operations. They help businesses improve efficiency, reduce costs, and mitigate risks within their supply chains.

RichRelevance is an enterprise-level personalization and recommendation platform provider that has established itself as a significant player in the e-commerce personalization space. The company specializes in delivering sophisticated, AI-powered personalization solutions that enable retailers and consumer brands to create tailored digital experiences across multiple customer touchpoints. By leveraging advanced machine learning algorithms and real-time behavioral analytics, RichRelevance processes billions of customer interactions to generate intelligent product recommendations, personalized search results, and individualized content that drives measurable business outcomes. The platform serves mid-market to enterprise-level organizations across diverse retail verticals including fashion, electronics, home goods, and specialty retail. RichRelevance's technology stack integrates seamlessly with existing e-commerce platforms, content management systems, and marketing automation tools, providing a comprehensive personalization layer that enhances customer experiences across web, mobile, email, and in-store environments. The company's solutions are designed to increase key performance metrics such as conversion rates, average order values, and customer lifetime value through data-driven personalization strategies that adapt to individual customer preferences and contextual signals in real-time.

Sailthru is a personalized marketing technology company that helps leading retail, media, and entertainment brands build stronger relationships with their customers through data-driven omnichannel experiences.

Salesforce Einstein represents the artificial intelligence layer integrated throughout the Salesforce Customer 360 platform, delivering advanced predictive analytics, machine learning, and natural language processing capabilities to businesses worldwide. As a core component of Salesforce's enterprise cloud ecosystem, Einstein enables organizations to leverage AI-driven insights across sales, service, marketing, and commerce operations without requiring extensive data science expertise. The platform democratizes artificial intelligence by embedding intelligent features directly into familiar Salesforce workflows, allowing users to make data-driven decisions, automate routine tasks, and personalize customer experiences at scale. Einstein's capabilities span predictive lead scoring, opportunity insights, automated activity capture, intelligent case classification, next-best-action recommendations, and conversational AI through Einstein Bots. The platform processes billions of predictions daily across the Salesforce customer base, continuously learning from user interactions and outcomes to improve accuracy and relevance. By combining proprietary AI models with customer-specific data within the Salesforce ecosystem, Einstein delivers contextual intelligence that drives measurable business outcomes including increased conversion rates, improved customer satisfaction scores, and enhanced operational efficiency across enterprise functions.

Securiti.ai is an AI/ML platform that helps organizations automate data privacy and security compliance across cloud, on-premises, and hybrid environments.

Sensory is a specialized technology company focused on developing advanced artificial intelligence solutions for embedded systems and edge computing devices. The company's core expertise lies in creating sophisticated computer vision and speech recognition technologies that operate efficiently on resource-constrained hardware, enabling intelligent capabilities in consumer electronics, IoT devices, automotive systems, and industrial applications without requiring cloud connectivity. By prioritizing on-device processing, Sensory addresses critical concerns around latency, privacy, and connectivity dependence. The company serves original equipment manufacturers (OEMs), system integrators, and device manufacturers across multiple industries who require robust AI capabilities embedded directly into their products. Sensory's solutions are designed to deliver high-accuracy performance while maintaining minimal power consumption and memory footprint, making them ideal for battery-powered devices, smart home products, wearables, and automotive applications. Their technology stack typically includes neural network models optimized for edge deployment, wake word detection engines, voice biometrics, facial recognition algorithms, and natural language understanding capabilities tailored for embedded environments.

Skai (formerly Kenshoo) is a leading marketing technology company that provides enterprise-level solutions for search, social, and ecommerce advertising. The company's platform helps businesses optimize their digital marketing campaigns and drive better results.

Snowflake is a cloud-based data warehousing and analytics platform that enables organizations to store, process, and analyze large amounts of data efficiently.

Spyfu is a competitive intelligence platform that provides insights into the paid and organic search strategies of competitors.

Termly is a leading provider of privacy management and compliance solutions for businesses. They help organizations comply with various data privacy regulations, such as GDPR and CCPA, through their suite of tools and services.

Wayfair is a leading e-commerce platform specializing in home goods, furniture, and décor, operating as one of the largest online-only retailers in the home furnishings sector. The company leverages a sophisticated digital marketplace model that connects consumers with thousands of suppliers, offering millions of products across multiple price points and styles. Through its data-driven approach and proprietary technology platform, Wayfair provides personalized shopping experiences, advanced visualization tools, and streamlined logistics to serve homeowners, renters, and design professionals. The company operates multiple branded storefronts including its flagship Wayfair.com, along with specialized sites targeting specific customer segments and price sensitivities. Wayfair has invested heavily in technology infrastructure including machine learning algorithms for product recommendations, augmented reality features for room visualization, and sophisticated supply chain management systems. The platform's business model emphasizes customer acquisition through digital marketing, retention through personalized experiences, and operational efficiency through technology-enabled logistics and supplier relationships.

WhiteOps is a cybersecurity company that specializes in bot mitigation and fraud prevention. They use advanced machine learning and artificial intelligence to detect and prevent sophisticated bot attacks and online fraud.

Workato is an enterprise-grade integration and automation platform that enables organizations to connect applications, automate workflows, and streamline business processes without extensive coding knowledge. The platform combines the accessibility of low-code/no-code tools with the sophistication required for complex enterprise integrations, making it suitable for both technical and non-technical users. Workato's intelligent automation capabilities leverage AI and machine learning to help businesses accelerate digital transformation initiatives across departments including IT, marketing, sales, finance, and human resources. The platform distinguishes itself through its recipe-based approach to automation, where pre-built integration templates and custom workflows can be deployed rapidly across cloud applications, databases, and on-premise systems. Workato serves mid-market to enterprise customers across various industries, enabling them to eliminate manual processes, reduce integration complexity, and improve operational efficiency. The company has positioned itself as a leader in the integration platform as a service (iPaaS) market, competing with both traditional enterprise integration vendors and modern automation platforms.

Wrnch is an advanced computer vision and artificial intelligence company specializing in real-time human pose estimation, body tracking, and gesture recognition technologies. The company develops proprietary deep learning algorithms that enable machines to understand and interpret human motion and behavior with high accuracy and minimal latency. Their SDK and API solutions empower developers and enterprises to integrate sophisticated human understanding capabilities into applications across multiple industries including fitness, healthcare, gaming, entertainment, AR/VR, and enterprise collaboration without requiring extensive machine learning expertise. The company's technology stack is designed for versatility and performance optimization across diverse hardware configurations, from mobile devices and edge computing systems to cloud infrastructure. Wrnch's solutions emphasize privacy-preserving processing, allowing for on-device computation that keeps sensitive biometric data secure. Their platform supports multiple deployment scenarios and integrates seamlessly with popular development frameworks, enabling rapid implementation and scalability. The company serves a diverse client base including AR/VR developers, fitness technology companies, healthcare providers, animation studios, and enterprise software vendors seeking to incorporate human motion analysis into their products and services. Wrnch positions itself as a key enabler in the rapidly growing human-computer interaction market, providing the foundational technology that powers next-generation immersive experiences and intelligent applications. Their focus on accuracy, performance optimization, and developer-friendly implementation has established them as a trusted partner for organizations looking to leverage human pose estimation and motion tracking capabilities without building proprietary machine learning infrastructure from scratch.

Xiaomi is a Chinese multinational technology company that designs, develops, and sells smartphones, mobile apps, and related consumer electronics. It is one of the world's largest smartphone manufacturers and has expanded into various other product categories, including smart home devices, laptops, and wearables.