Veritone (VERI) Drives Data Refinement for AI Future

Veritone, Inc. (NASDAQ:VERI) is one of the best AI penny stocks to buy right now. On February 11, Veritone, Inc. (NASDAQ:VERI) announced its aiWARE platform and Data Refinery will support the AI agent economy by processing unstructured audio and video data, enforcing governance, and creating AI-ready assets.

aiWARE orchestrates multiple AI engines with policy-based controls and audit logs, while Data Refinery enriches raw content with rights and provenance information. Used in regulated environments, including work with the Air Force Office of Special Investigations, Veritone’s tools serve industries such as media, entertainment, public sector, and talent acquisition.

On January 29, Veritone, Inc. announced that its Veritone Data Refinery (VDR) processed 22.2 trillion tokens during the second half of 2025. This performance points to a more than 3.5x increase in volume compared with the first half of the year, the company said. The VDR platform that helps customers convert unstructured data into AI-ready assets.

According to Veritone, the milestone is evidence of a high adoption rate of VDR. These organizations use the platform to index and format large datasets such as text, media, and logs into tokens that can be used to train and refine AI models. Veritone said the growth in data processing volume signals increasing demand for premium, licensed data from sectors including media, entertainment, and production. In these spaces, the company stated, high-quality and proprietary data is becoming more valuable for AI training.

The company noted the broader market opportunity for data monetization. It cited research that expects the AI training dataset market to expand from about $7.48 billion in 2026 to over $52 billion within the next decade. The research stated that the growth will be driven by enterprise needs for licensed and ethical data sources.

Separately, on January 14, Veritone said its platform is positioned to support the Department of War’s newly released AI-First, modular, open-architecture strategy. The department issued the strategy in a January 9 memo for senior Pentagon leadership.

In the memo, the Department of War called for accelerating the adoption of artificial intelligence across operations. It emphasized “AI-First” processes, modular systems, and open architectures that enable interoperability, rapid experimentation, and component replacement without vendor lock-in.

In this regard, Veritone stated that the design principles of its aiWARE platform align to this strategy. This enables organizations to orchestrate disparate AI models, data sources, and workflows.

Veritone, Inc. (NASDAQ:VERI) is an enterprise artificial intelligence company best known for its aiWARE operating system. The platform orchestrates AI models to process and analyze unstructured data. Its AI solutions are applied across industries including media and entertainment, government, legal, and compliance.

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