AI & ML

Adikteev is a leading AdTech company specializing in mobile app retargeting and user retention solutions for the mobile app ecosystem. Founded to address the critical challenge of user churn in mobile applications, the company leverages advanced machine learning algorithms and predictive analytics to help mobile app developers and marketers re-engage users who have downloaded their apps but have become inactive or are at risk of churning. By enabling personalized re-engagement campaigns, Adikteev helps clients maximize user lifetime value (LTV) and improve return on marketing investment through data-driven insights and optimization. The company's platform provides sophisticated targeting capabilities, personalized creative optimization, and real-time performance analytics that allow businesses to identify specific user segments and deliver highly relevant marketing messages. Adikteev has established strong partnerships with leading mobile app developers and advertisers across various verticals including gaming, e-commerce, entertainment, and fintech, positioning itself as a trusted solution provider in the competitive mobile marketing landscape. Through strategic acquisitions and continuous product innovation, Adikteev has expanded its capabilities to offer a comprehensive suite of mobile marketing solutions that address the full spectrum of user retention and growth challenges faced by app-based businesses, making it a key player in the mobile-first marketing technology sector.

Adverity is a leading enterprise-grade data and analytics platform specializing in marketing intelligence and data integration for the advertising technology ecosystem. Founded to solve the critical challenge of marketing data fragmentation, the company enables enterprises and agencies to consolidate, harmonize, and analyze data from multiple sources including advertising platforms, social media channels, and web analytics tools. The Adverity Marketing Intelligence Platform empowers marketing teams to make data-driven decisions, optimize campaign performance, and drive measurable business outcomes across complex multi-channel marketing environments. The platform's core capabilities center on automated data extraction and transformation from various ad tech and marketing platforms, combined with advanced analytics, reporting functionalities, and AI-powered predictive features. Adverity has demonstrated strong growth momentum through strategic acquisitions, most notably acquiring Hevo Data, a cloud-based data integration platform, which significantly expanded its technical capabilities and market reach. The company continues to innovate with products like Insights Studio, a self-service analytics tool designed to provide marketing teams with real-time access to actionable insights. Adverity serves a diverse client base ranging from global enterprises to specialized marketing agencies, establishing itself as a trusted partner for organizations seeking to unify their marketing data infrastructure and extract maximum value from their advertising investments.

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, revolutionizing multi-channel campaign management through advanced machine learning and artificial intelligence. The platform autonomously executes, optimizes, and scales marketing campaigns across paid search, social media, programmatic display, and other digital channels with minimal human intervention. Albert's self-learning technology continuously analyzes massive datasets to identify performance patterns, predict outcomes, and make real-time optimization decisions that traditionally require extensive human expertise. 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. By processing millions of data points and running thousands of micro-experiments simultaneously, Albert identifies optimization opportunities impossible for human marketers to detect manually, improving key metrics such as ROAS, CAC, and conversion rates. Albert primarily serves enterprise and mid-market companies across e-commerce, retail, financial services, telecommunications, and consumer brands with substantial advertising budgets seeking to maximize efficiency and leverage AI-driven insights for competitive advantage in saturated digital channels.

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 an enterprise-focused AI observability platform that provides comprehensive monitoring, troubleshooting, and optimization tools for machine learning models in production environments. Founded to address the critical gap in ML operations, the company enables data science teams and ML engineers to maintain visibility into model performance, detect data drift, identify algorithmic bias, and diagnose issues before they impact business outcomes. The platform serves as a centralized observability hub, delivering real-time insights into model predictions, feature distributions, and performance metrics across diverse deployment environments. The company has positioned itself at the strategic intersection of MLOps and observability, addressing the growing enterprise need for production ML reliability as AI systems become mission-critical infrastructure. Arize AI's solution is particularly valuable for organizations operating multiple models at scale, where manual monitoring is impractical and automated detection of anomalies, performance degradation, and drift becomes essential. The platform supports organizations across financial services, e-commerce, healthcare, and technology sectors, helping them maintain model accuracy, ensure fairness and compliance, and optimize return on AI investments through comprehensive lifecycle monitoring and actionable insights.

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 empowers enterprises and mid-market organizations to design, deploy, and manage sophisticated chatbot solutions and virtual assistants across multiple channels. The platform bridges the gap between technical and non-technical users by offering both intuitive low-code interfaces for business stakeholders and comprehensive developer tools for engineering teams, enabling organizations to implement conversational AI solutions throughout the entire chatbot lifecycle. From initial conversation design and natural language understanding configuration to multi-channel deployment and continuous performance optimization, Botkit Studio delivers an integrated framework for enterprise conversational AI initiatives. The platform's architecture prioritizes flexibility and seamless integration with existing enterprise technology ecosystems, including CRM systems, customer service platforms, marketing automation tools, and business intelligence infrastructure. Organizations can create sophisticated conversational workflows that maintain context and deliver consistent experiences across web chat widgets, popular messaging platforms such as Slack, Microsoft Teams, and Facebook Messenger, as well as voice-enabled interfaces. Botkit Studio serves diverse industry verticals including e-commerce, financial services, healthcare, and technology sectors, supporting use cases ranging from customer support automation and lead qualification to employee self-service portals and interactive marketing campaigns. The platform's dual-interface approach enables rapid prototyping by business users while providing the extensibility and customization capabilities required by development teams for complex enterprise implementations.

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 is a technology company specializing in customer data capture and analytics solutions that enable businesses to understand and optimize customer experiences across digital channels. The company's flagship platform provides real-time, first-party data collection capabilities that capture granular customer interactions on websites and mobile applications without relying on cookies or third-party tracking mechanisms. This positions Celebrus as a privacy-compliant solution in an era of increasing data protection regulations and the deprecation of third-party cookies. Celebrus serves enterprise clients across multiple industries including financial services, retail, telecommunications, and travel, helping them capture comprehensive behavioral data to drive personalization, fraud detection, and customer journey optimization. The platform integrates captured data with enterprise systems including CDPs, marketing automation platforms, and analytics tools, enabling organizations to activate customer insights across their technology ecosystem. Celebrus is owned by Cheetah Digital (now part of Marigold), which acquired the company to enhance its customer engagement capabilities with advanced data capture technology.

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 an enterprise data intelligence company specializing in smart data discovery and governance solutions for modern distributed data environments. The platform combines advanced automation, machine learning, and comprehensive metadata management to deliver complete visibility and control over data assets across hybrid and multi-cloud infrastructures. By automating traditionally manual processes such as data cataloging, classification, and lineage tracking, Io-Tahoe enables enterprises to understand their data landscape at scale while maintaining compliance with regulatory requirements including GDPR, CCPA, and HIPAA. The company's solution serves as a centralized governance hub that bridges technical data teams and business stakeholders, facilitating collaboration while enforcing policies and security controls. Its automated discovery engine continuously scans multiple data sources to maintain an up-to-date inventory of data assets, their relationships, and usage patterns. This intelligence empowers organizations to make informed decisions about data utilization, risk management, and compliance readiness, addressing critical challenges including data sprawl, sensitive data identification, and data quality management across complex technology stacks. Targeting data-intensive industries such as financial services, healthcare, retail, and technology sectors, Io-Tahoe positions itself as essential infrastructure 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 Product Information Management (PIM) platform that helps businesses centralize, manage, and distribute product content across multiple sales channels. Founded in 2016, the company provides a cloud-based solution designed primarily for small to medium-sized businesses, enabling them to organize product data, digital assets, and marketing content in a single platform. The company positions itself as an accessible, user-friendly alternative to enterprise-level PIM solutions. Plytix's platform serves e-commerce businesses, manufacturers, distributors, and retailers who need to manage complex product catalogs and syndicate content to various marketplaces, webstores, and print materials. The company has grown significantly since its founding, establishing itself as a notable player in the SMB PIM market segment. While the provided description mentions supply chain analytics with AI/ML capabilities, the actual Plytix company focuses on product information management and content syndication, suggesting a discrepancy between the description and the company's actual business model.

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 pioneering technology company specializing in advanced artificial intelligence solutions for embedded systems and edge computing devices. The company has established itself as a leader in on-device computer vision and speech recognition technologies, developing neural network models and AI algorithms that deliver high-accuracy performance while maintaining minimal power consumption and memory footprint. This unique capability enables intelligent functionality in consumer electronics, IoT devices, automotive systems, and industrial applications without requiring cloud connectivity, addressing critical concerns around latency, privacy, and connectivity dependence. The company serves a diverse clientele of original equipment manufacturers (OEMs), system integrators, and device manufacturers across multiple industries who require robust AI capabilities embedded directly into their products. Sensory's technology portfolio encompasses wake word detection engines, voice biometrics, facial recognition algorithms, and natural language understanding capabilities specifically optimized for embedded environments. By prioritizing on-device processing, Sensory positions itself as an essential technology partner for companies developing next-generation smart devices, wearables, smart home products, and automotive applications that demand real-time, secure, and reliable AI functionality at the edge.

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 and SEO research platform that specializes in providing comprehensive insights into competitors' paid and organic search strategies. The company offers marketers, agencies, and businesses the ability to analyze competitor keyword rankings, ad campaigns, backlink profiles, and historical search performance data. By aggregating years of search marketing data, SpyFu enables users to reverse-engineer successful SEO and PPC strategies, identify profitable keywords, and optimize their own digital marketing campaigns. The platform serves as an all-in-one competitive research tool that helps businesses understand their competitive landscape in search marketing. SpyFu's database contains historical data spanning over a decade, allowing users to track competitor strategy changes over time, discover their most profitable keywords, and identify gaps in their own marketing approach. The company has established itself as a valuable resource for digital marketers, SEO professionals, PPC specialists, and business owners looking to gain a competitive edge in search engine marketing. SpyFu operates on a subscription-based SaaS model, targeting small to medium-sized businesses, marketing agencies, and enterprise clients who require detailed competitive intelligence for search marketing. The platform's user-friendly interface combined with powerful data analytics capabilities has positioned it as a popular alternative to other SEO and competitive intelligence tools in the market.

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 has developed proprietary deep learning algorithms that enable machines to understand and interpret human motion and behavior with exceptional accuracy and minimal latency. Their technology serves as foundational infrastructure for applications across fitness, healthcare, gaming, entertainment, AR/VR, and enterprise collaboration sectors. Through comprehensive SDK and API solutions, Wrnch empowers developers and enterprises to integrate sophisticated human understanding capabilities into their applications without requiring extensive machine learning expertise. The company's technology stack is engineered for versatility and performance optimization across diverse hardware configurations, from mobile devices and edge computing systems to cloud infrastructure. Wrnch places significant emphasis on privacy-preserving processing, enabling on-device computation that keeps sensitive biometric data secure and compliant with data protection regulations. Their focus on accuracy, performance optimization, and developer-friendly implementation has established them as a trusted technology partner for organizations seeking to leverage human pose estimation and motion tracking capabilities without investing in proprietary machine learning infrastructure.

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.