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AI in Publishing: Insights from Veristage's Hannah Johnson

Filing Date Sep 11, 2026 Audience 907 Byline By Ed Nawotka

Hannah Johnson of Veristage discusses the transformative role of AI in publishing, highlighting the platform's capabilities and industry challenges.

AI's Growing Role in Publishing

The chief customer officer at Veristage, Hannah Johnson, reveals that the company processes over 50,000 books monthly through its AI-driven platform, Insight. This number is expected to increase as more publishers recognize the potential of AI. The sheer volume indicates not just a trend but a substantial shift in how the publishing industry operates. AI, especially in a time when efficiency and speed are paramount, can offer a significant advantage. Traditional publishing processes are often labor-intensive and time-consuming; publishers who fail to adapt might find themselves lagging behind their competitors.

Utilization Across Different Publishing Sectors

Veristage collaborates with more than 80 publishing houses in 15 countries, catering to a diverse clientele ranging from small teams to large multinational corporations. This diversity reflects the broad application of AI across various publishing sectors. Organizations utilize the platform for tasks like proofreading, translation, and metadata management, among others. The impact of these applications is profound. For small publishers, efficiency gains can mean the difference between staying afloat and going bankrupt, while larger corporations can significantly reduce operational costs while maintaining high standards. Johnson notes that this variety has prompted Veristage to develop tools that are genuinely useful across different publishing segments, such as trade, education, and institutional publishing. This adaptability suggests that AI can be tailored to suit distinct market needs while enhancing overall productivity.

Challenges with General AI Tools

Johnson addresses why standard AI tools like ChatGPT or Claude fall short for publishing needs. She explains that many publishers encounter limitations when relying solely on these tools for tasks requiring adherence to specific style guides. General-purpose AI might excel in conversation but struggles with the nuanced demands of the publishing world. Common problems include inconsistency in results and the inability to manage entire manuscripts effectively. Here’s the thing: when a publisher produces a book or literary content, the expectation for consistency and alignment with brand voice is paramount. In contrast, Veristage’s tools ensure uniformity in processing by applying specific rules consistently, thus providing users with reliable outputs that adhere to industry standards.

Considerations for AI in Publishing

While AI offers numerous advantages, it isn't a catch-all solution. Johnson warns against depending on AI's general knowledge, especially when making critical publishing decisions. The notion that AI can shape content or suggest titles might seem convenient, but the reality is often less rosy. For instance, using AI to suggest comparable titles can lead to outdated or skewed results due to limited training data. This is more significant than it looks. Johnson believes that while AI can assist in various tasks, decisions about what to publish should ultimately rest on human expertise. The blending of human intuition and AI efficiency is where real advancements will occur.

Future Development of AI Capabilities

Looking ahead, Johnson expresses a desire for advancements in AI's handling of file formats, particularly PDFs, which present challenges due to their static nature. PDFs are prevalent in the industry, and their inflexibility can limit the scope of editing and collaboration. As the technology evolves, she hopes for improvements that facilitate smoother editing processes. The push for AI to evolve is essential, especially as publishers seek to streamline operations further. Despite the rapid changes observed in the industry, Johnson emphasizes that this is merely the starting point for AI in publishing. As AI technology becomes more sophisticated, publishers can expect tools that will allow for increased customization and functionality.

Implications and the Future Outlook

The integration of AI into publishing is not just a technical shift; it redefines roles within the industry. If you're working in this space, consider how AI might alter your job or your company’s operations. A reliance on AI for specific functions could lead to a re-evaluation of traditional roles, with tasks like proofreading and translation possibly becoming less human-centric. This brings up questions about job security and the skills that future publishing professionals should prioritize. With technologies evolving, the future could involve a more collaborative environment where humans and AI complement each other’s strengths. As AI tools become more adept at handling complex tasks, publishers will likely find themselves facing fewer challenges, provided they invest in understanding and managing these tools wisely. The implications here could be far-reaching, impacting everything from job roles to the types of content being created.

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A version of this article appeared in the 09/14/2026 issue of Publishers Weekly under the headline: Hannah Johnson
Source: By Ed Nawotka · www.publishersweekly.com

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