INOD vs ZETA

INOD Material

Annual filing released 2025-02-24 · GPT 6 Luna

It includes (i) an AI/ML-powered big data media intelligence platform that indexes two billion media items per year, powering media monitoring, media enrichment, and media database APIs; (ii) a full targeting workflow platform that integrates media targeting, content curation, content distribution, integrated newswires, and a newsroom; (iii) a comprehensive database of more than one million global media influencers and journalists; (iv) a media monitoring and analytics engine; and (v) a workflow platform for media database research combining AI and machine learning to streamline research workflows for discovery and maintenance of our database. In January 2023, we released a module within our Agility product called PR CoPilot™ that augments the work communications professionals do to generate press releases and media outreach.

ZETA Material

Annual filing released 2025-02-26 · GPT 6 Luna

Zeta’s platform provides AI-powered real-time analytics to our customers through a graphical dashboard and makes recommendations for improvement through the same graphical interface. Our AI engineers continuously update the predictive AI models and machine learning algorithms to improve the ROI for our customers. Our Platform and Products

• AudiencePulse provides marketers with real-time, actionable insights on more than 900 Zeta audiences predicting consumer intent and interest. • CompetitorPulse providers marketers with actionable insights on the business’s competitive set and opportunities to capture market share and prevent customer attrition. Our customers can use all five of the modules or choose any individual module to obtain data-cloud based insights on their existing consumers and prospects. We offer Agile Intelligence suite for a licensing fee and/or an incremental fee based on customers’ utilization of the ZMP. The terms of our subscription agreements are typically quarterly or annual. 3 Our Growth Strategies

INOD Core

Annual filing released 2025-02-24 · GPT 6 Luna

The DDS segment provides AI data preparation services, collecting or creating training data, annotating training data, and training AI algorithms for its customers, and AI model deployment and integration.

In addition, because collecting real-world data is often impracticable (due to data privacy regulations or rarity of cohorts and outliers), the Company creates high-quality synthetic data that maintains all of the statistical properties of real-world data, using a combination of domain specialists and machine technologies that leverage large language models (LLMs). AI Model Deployment and Integration The Company helps businesses leverage the latest AI technologies to achieve their goals. The Company develops custom AI models (where it selects the appropriate algorithms, tunes hyperparameters, trains and validates the models, and updates the models as required).

ZETA Core

Annual filing released 2025-02-26 · GPT 6 Luna

Zeta is a leading AI-powered omnichannel data-driven cloud platform that provides enterprises with consumer intelligence and marketing automation software. We empower our customers to target, connect and engage consumers through software that delivers personalized marketing across all addressable channels, including email, social media, web, chat, Connected TV (“CTV”) and video, among others. Our Generative AI (GenAI)-driven marketing solutions enable brands to personalize experiences at scale, measure impact with precision and optimize marketing spend to increase return on investment (“ROI”). With the integration of LiveIntent’s identity graph and publisher network, we have strengthened our Data Cloud assets and our ability to deliver authenticated, people-based marketing across addressable channels.

The ZMP is a single platform designed to enable enterprises to acquire, grow and retain consumer relationships more efficiently and effectively than alternative solutions available in the market. The platform consists of three core products (ESP, CDP+, and DSP) with modules that can be activated to meet our customers’ specific business needs. The integration of LiveIntent strengthens our CDP+ offering by improving identity resolution technology, expanding the size and scope of the Data Cloud and enhancing first-party data activation. Artificial intelligence is native to the ZMP, unlocking new capabilities for identity-based personalization, automated optimization, and AI-powered forecasting. Our customers can purchase our products individually or in combination based on their evolving needs.

INOD Material

Annual filing released 2025-02-24 · GPT 6 Luna

We provide these services discretely and in conjunction with business process management (BPM) engagements. Our customers span a diverse range of industries and a wide range of AI use cases, benefiting from the short time-to-value and high economic returns our AI solutions and platforms offer. The document analytics market - a subset of the overall AI market - is expected to grow at a CAGR of 43.1% from $1.99 billion in 2024 to $49.95 billion by 2033.5 Meanwhile, overall enterprise AI spend is projected to reach $560.74 billion by 2034, up from $14.53 billion in 2024, registering a CAGR of 44.1%.6 AI-Enabled Industry Platforms Our AI-enabled industry platforms address specific, niche market requirements that we believe we can innovate with AI/ML technologies. We deploy these industry platforms as software-as-a-service (SaaS) and as managed services.

These platforms benefit from our technology infrastructure, our industry-specific knowledge, our strong customer relationships and experience merging technology with the business processes of our customers. To date, we have built an industry platform for medical records data extraction and transformation (which we brand as “Synodex®”) and an industry platform for public relations (which we brand as “Agility PR Solutions”). We are in development with an additional AI-enabled industry platform to serve financial services institutions. Our Synodex industry platform transforms medical records into useable digital data organized in accordance with our proprietary data models or customer data models. At the end of 2024, we had 15 customers utilizing our Synodex platform.

ZETA Core

Annual filing released 2025-02-26 · GPT 6 Luna

Zeta is a leading AI-powered omnichannel data-driven cloud platform that provides enterprises with consumer intelligence and marketing automation software. We empower our customers to target, connect and engage consumers through software that delivers personalized marketing across all addressable channels, including email, social media, web, chat, Connected TV (“CTV”) and video, among others. Our Generative AI (GenAI)-driven marketing solutions enable brands to personalize experiences at scale, measure impact with precision and optimize marketing spend to increase return on investment (“ROI”). With the integration of LiveIntent’s identity graph and publisher network, we have strengthened our Data Cloud assets and our ability to deliver authenticated, people-based marketing across addressable channels.

The ZMP is a single platform designed to enable enterprises to acquire, grow and retain consumer relationships more efficiently and effectively than alternative solutions available in the market. The platform consists of three core products (ESP, CDP+, and DSP) with modules that can be activated to meet our customers’ specific business needs. The integration of LiveIntent strengthens our CDP+ offering by improving identity resolution technology, expanding the size and scope of the Data Cloud and enhancing first-party data activation. Artificial intelligence is native to the ZMP, unlocking new capabilities for identity-based personalization, automated optimization, and AI-powered forecasting. Our customers can purchase our products individually or in combination based on their evolving needs.

INOD Material

Annual filing released 2025-02-24 · GPT 6 Luna

We provide these services discretely and in conjunction with business process management (BPM) engagements. Our customers span a diverse range of industries and a wide range of AI use cases, benefiting from the short time-to-value and high economic returns our AI solutions and platforms offer. The document analytics market - a subset of the overall AI market - is expected to grow at a CAGR of 43.1% from $1.99 billion in 2024 to $49.95 billion by 2033.5 Meanwhile, overall enterprise AI spend is projected to reach $560.74 billion by 2034, up from $14.53 billion in 2024, registering a CAGR of 44.1%.6 AI-Enabled Industry Platforms Our AI-enabled industry platforms address specific, niche market requirements that we believe we can innovate with AI/ML technologies. We deploy these industry platforms as software-as-a-service (SaaS) and as managed services.

and collection is probable. The Agility segment derives its revenue primarily from subscription arrangements and provision of enriched media analysis services. It also derives revenue as a reseller of corporate communication solutions. Revenue from subscriptions is recognized monthly when access to the service is provided to the end user; all parties to the agreement have agreed to the agreement; each party’s rights are identifiable; the payment terms are identifiable; the agreement has commercial substance; and collection is probable. Revenue from enriched media analysis services is recognized when the services are performed, and performance conditions are satisfied.

ZETA Material

Annual filing released 2025-02-26 · GPT 6 Luna

• AudiencePulse provides marketers with real-time, actionable insights on more than 900 Zeta audiences predicting consumer intent and interest. • CompetitorPulse providers marketers with actionable insights on the business’s competitive set and opportunities to capture market share and prevent customer attrition. Our customers can use all five of the modules or choose any individual module to obtain data-cloud based insights on their existing consumers and prospects. We offer Agile Intelligence suite for a licensing fee and/or an incremental fee based on customers’ utilization of the ZMP. The terms of our subscription agreements are typically quarterly or annual. 3 Our Growth Strategies

In addition, in 2023, we were named as a “Leader” in IDC’s MarketScape for Worldwide Omni-Channel Marketing Platforms for B2C Enterprises. 4 Secure, Scalable and Reliable Platform The ZMP has been designed to provide our customers with high levels of reliability, data integrity, performance and security. Our hybrid cloud infrastructure is designed to ensure enterprise-grade security, real-time data integrity, and high-performance marketing execution. We built and maintain a multi-tenant application architecture that has been designed to enable our service to scale securely, reliably and cost-effectively to tens of thousands of customers and millions of users. Our multi-tenant application architecture maintains the integrity and separation of customer data while still permitting all customers to use the same application functionality simultaneously.

INOD Material

Annual filing released 2025-02-24 · GPT 6 Luna

We provide these services discretely and in conjunction with business process management (BPM) engagements. Our customers span a diverse range of industries and a wide range of AI use cases, benefiting from the short time-to-value and high economic returns our AI solutions and platforms offer. The document analytics market - a subset of the overall AI market - is expected to grow at a CAGR of 43.1% from $1.99 billion in 2024 to $49.95 billion by 2033.5 Meanwhile, overall enterprise AI spend is projected to reach $560.74 billion by 2034, up from $14.53 billion in 2024, registering a CAGR of 44.1%.6 AI-Enabled Industry Platforms Our AI-enabled industry platforms address specific, niche market requirements that we believe we can innovate with AI/ML technologies. We deploy these industry platforms as software-as-a-service (SaaS) and as managed services.

These platforms benefit from our technology infrastructure, our industry-specific knowledge, our strong customer relationships and experience merging technology with the business processes of our customers. To date, we have built an industry platform for medical records data extraction and transformation (which we brand as “Synodex®”) and an industry platform for public relations (which we brand as “Agility PR Solutions”). We are in development with an additional AI-enabled industry platform to serve financial services institutions. Our Synodex industry platform transforms medical records into useable digital data organized in accordance with our proprietary data models or customer data models. At the end of 2024, we had 15 customers utilizing our Synodex platform.

ZETA Core

Annual filing released 2025-02-26 · GPT 6 Luna

Zeta is a leading AI-powered omnichannel data-driven cloud platform that provides enterprises with consumer intelligence and marketing automation software. We empower our customers to target, connect and engage consumers through software that delivers personalized marketing across all addressable channels, including email, social media, web, chat, Connected TV (“CTV”) and video, among others. Our Generative AI (GenAI)-driven marketing solutions enable brands to personalize experiences at scale, measure impact with precision and optimize marketing spend to increase return on investment (“ROI”). With the integration of LiveIntent’s identity graph and publisher network, we have strengthened our Data Cloud assets and our ability to deliver authenticated, people-based marketing across addressable channels.

The ZMP is a single platform designed to enable enterprises to acquire, grow and retain consumer relationships more efficiently and effectively than alternative solutions available in the market. The platform consists of three core products (ESP, CDP+, and DSP) with modules that can be activated to meet our customers’ specific business needs. The integration of LiveIntent strengthens our CDP+ offering by improving identity resolution technology, expanding the size and scope of the Data Cloud and enhancing first-party data activation. Artificial intelligence is native to the ZMP, unlocking new capabilities for identity-based personalization, automated optimization, and AI-powered forecasting. Our customers can purchase our products individually or in combination based on their evolving needs.

INOD Core

Annual filing released 2025-02-24 · GPT 6 Luna

Item 1. Business. Business Overview Innodata Inc. (Nasdaq: INOD) (including its subsidiaries, the “Company”, “Innodata”, “we”, “us” or “our”) is a leading data engineering company. Our mission is to help the world’s most prestigious companies deliver the promise of ethical, high-performing artificial intelligence (“AI”), which we believe will contribute to a safer and more prosperous world. Innodata was founded on a simple idea: engineer the highest quality data so organizations across broad industry segments could make smarter decisions.

The DDS segment provides AI data preparation services, collecting or creating training data, annotating training data, and training AI algorithms for its customers, and AI model deployment and integration.

ZETA Core

Annual filing released 2025-02-26 · GPT 6 Luna

Zeta is a leading AI-powered omnichannel data-driven cloud platform that provides enterprises with consumer intelligence and marketing automation software. We empower our customers to target, connect and engage consumers through software that delivers personalized marketing across all addressable channels, including email, social media, web, chat, Connected TV (“CTV”) and video, among others. Our Generative AI (GenAI)-driven marketing solutions enable brands to personalize experiences at scale, measure impact with precision and optimize marketing spend to increase return on investment (“ROI”). With the integration of LiveIntent’s identity graph and publisher network, we have strengthened our Data Cloud assets and our ability to deliver authenticated, people-based marketing across addressable channels.

Note 1—Organization and Background (a) Nature of Business Zeta Global Holdings Corp., a Delaware Corporation ("Zeta" or “Zeta Global Holdings”) and Zeta Global Corp., a Delaware Corporation and the operating company (“Zeta Global” individually, or collectively with Zeta Global Holdings Corp. and its consolidated entities, as context dictates, the “Company”) is a marketing technology company that uses proprietary data, artificial intelligence and software to create a technology platform that enables marketers to acquire, retain and grow customer relationships. The Company’s technology platform powers data-driven marketing programs for enterprises across a wide range of industries and utilizes all digital distribution channels including email, search, social, mobile, display and connected TV.

INOD Not tagged

Annual filing released 2025-02-24 · GPT 6 Luna

This activity has no positive tag in the selected filing snapshot.

ZETA Material

Annual filing released 2025-02-26 · GPT 6 Luna

Zeta’s DSP helps our customers to maximize the power of paid media to engage the right audiences with precision and efficiency. Now incorporating LiveIntent’s publisher network as a source of curated audiences, Zeta’s DSP delivers highly personalized, targeted experiences via desktop, inbox, mobile, CTV and social, among other addressable channels. It operates on one of the industry’s most durable and persistent identity graphs, anchored by people-based identifiers with minimal reliance on third-party cookies. In turn, Zeta’s DSP provides enhanced AI-driven attribution and real-time media optimization, reducing data loss across channels, while intelligently adjusting media spend for better ROI.

In certain contracts, we may act as principal when contracting for third-party services on behalf of our customers, because we control the specified goods or services before they are transferred to the customer and we are responsible for providing the specified goods or services, or we are responsible for directing and integrating third-party vendors to fulfill our performance obligation at the agreed upon contractual price. In such arrangements, we also take pricing risk under the terms of the customer contract. In certain media buying businesses, we act as principal when we control the buying process for the purchase of the media and contract directly with the media vendor. In these arrangements, we assume the pricing risk under the terms of the customer contract.

INOD Not tagged

Annual filing released 2025-02-24 · GPT 6 Luna

This activity has no positive tag in the selected filing snapshot.

ZETA Material

Annual filing released 2025-02-26 · GPT 6 Luna

The ZMP enhances our customers’ ability to personalize consumer experiences at scale across multiple touchpoints. With AI-driven automation, brands can orchestrate highly effective programs through intuitive workflows and real-time intelligence. Our Consumer Data Platform (“CDP+”) now integrates LiveIntent’s identity graph, improving identity resolution while maintaining compliance with evolving privacy standards. Our Agile Intelligence®suite (formerly known as Opportunity Explorer) synthesizes Zeta’s proprietary data and data generated by our customers to uncover consumer insights that are translated into marketing programs designed for highly targeted audiences across digital channels, including email, SMS, websites, applications, social media, CTV and chat.

Our customers can use Zeta CDP+ as their system of record for all consumer information. Now enhanced with LiveIntent’s identity graph, Zeta CDP+ delivers a single, actionable view of customers and prospects that includes real-time identifiers and signals as well as other key attributes. Customers can consolidate multiple databases and internal and external data feeds, and organize their data based on their unique needs and performance metrics. By leveraging AI-driven identity resolution, Zeta CDP+ enables customers to better recognize and engage anonymous website visitors, activating individualized experiences across multiple channels. The integration of LiveIntent expands our ability to unify deterministic and probabilistic identity matching, improving accuracy in audience creation, targeting and measurement.