AI-Assisted Pagination Strategy

Led product strategy for an AI-powered newsroom initiative focused on modernizing print production. Defined the product vision, identified high-value AI opportunities, prioritized capabilities, and collaborated with engineering and business stakeholders to design a future-state pagination workflow intended to reduce manual layout effort while preserving editorial control.

AI-Assisted Pagination Strategy

Led product strategy for an AI-powered newsroom initiative focused on modernizing print production. Defined the product vision, identified high-value AI opportunities, prioritized capabilities, and collaborated with engineering and business stakeholders to design a future-state pagination workflow intended to reduce manual layout effort while preserving editorial control.

CLIENT

Block Communications, Inc.

CLIENT

Block Communications, Inc.

Role

Director of Digital, Publishing Division

Role

Director of Digital, Publishing Division

Service

AI Product Strategy

Service

AI Product Strategy

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The Opportunity

The Opportunity

Newspaper production is one of the most time-sensitive editorial workflows. Each edition requires copy editors and page designers to review stories, headlines, page layouts, and print requirements while meeting strict deadlines.

At Block Communications, I identified an opportunity to explore how AI-assisted pagination could streamline page production, improve workflow efficiency, and preserve editorial oversight over final publishing decisions.

The initiative required close collaboration across editorial, engineering, product, and executive stakeholders to evaluate technical feasibility, workflow impacts, and organizational readiness while maintaining confidence in the editorial process.

Key Challenges
  • Manual, time-intensive page assembly

  • Tight print deadlines

  • Story fit, headline sizing, and layout optimization

  • Balancing automation with editorial control

  • Coordinating complex cross-functional workflows

Product Strategy

Product Strategy

The resulting roadmap provided a framework for evaluating AI capabilities, sequencing potential investments, and aligning discussions across engineering, editorial leadership, and platform partners as the organization explored opportunities to modernize print production.

At Block Communications, I identified an opportunity to explore how AI-assisted pagination could streamline page production, improve workflow efficiency, and preserve editorial oversight over final publishing decisions.

Workflow Design

Workflow Design

The proposed workflow was designed to introduce AI as a decision-support tool within the existing editorial process. Rather than replacing editors, the strategy focused on surfacing recommendations that streamlined page production while preserving editorial control over final publishing decisions.

The design emphasized seamless integration with existing newsroom tools so editors could review, refine, and approve AI-assisted recommendations within their established workflow.

Key design considerations included:

  • Existing editorial workflows

  • Story fit and page geometry

  • Headline sizing and optimization

  • Print layout constraints

  • Editorial review and override

Every recommendation was designed to support — not replace — the expertise and editorial judgment of experienced editors.

AI-Assisted Solution

AI-Assisted Solution

The proposed solution envisioned an AI-assisted workflow that could evaluate incoming stories, recommend page templates, suggest story placement based on available space, and surface editorial guidance before final approval.

Rather than replacing editorial decision-making, the concept focused on using AI to assist editors with repetitive production tasks while preserving human judgment over page design and publishing decisions.

Expected Business Value

Expected Business Value

The initiative produced a strategic framework for evaluating how AI could be introduced into newspaper production while preserving editorial quality and control. Rather than focusing on a single feature, the proposal established a long-term product vision and implementation roadmap for modernizing print production workflows.

Expected Business Value
  • Streamline page-production workflows

  • Improve consistency across page layouts

  • Reduce repetitive editorial production tasks

  • Preserve editorial oversight through AI-assisted recommendations

  • Establish a scalable foundation for future workflow automation

  • Support future AI-enabled publishing capabilities

While the organization ultimately began evaluating next-generation publishing platforms, this initiative demonstrated my ability to identify complex operational challenges, define a long-term product vision, align stakeholders, and create an actionable strategy for AI-enabled workflow transformation.

My Role

My Role

As Director of Digital, Publishing Division, I led the product strategy and discovery effort for this initiative, partnering across the organization to define the product vision, evaluate AI opportunities, and establish a roadmap for future implementation.

My Contributions
  • Defined the AI product vision and strategy

  • Conducted stakeholder discovery and workflow analysis

  • Developed and prioritized the product roadmap

  • Authored product requirements and strategic recommendations

  • Partnered with engineering teams and platform vendors

  • Presented strategy and recommendations to executive leadership

Cross-Functional Partners
  • Editorial Leadership

  • Production Operations

  • Engineering

  • Platform Vendors

  • Executive Leadership

Key Takeaways

Key Takeaways

This initiative reflects my approach to product strategy: begin with deep customer and workflow discovery, validate opportunities with stakeholders, and use AI where it augments human expertise rather than replacing it. By aligning business goals, technical feasibility, and user needs, I create product strategies that are both practical and scalable.