10 January / LA+ Journal: CAPITAL, Call for Abstracts - AI2Work Analysis

AI‑Driven Publishing Workflows: How Executives Can Capture Real‑Time Research Value AI implementation best practices and ROI measurement - AI2Work Analysis">Enterprise AI in 2025">market trends and accelerate innovation."> In 2025 the academic publishing landscape has shifted from static “call for abstracts” calendars to fluid, AI‑powered submission portals that deliver insights in real time. For technology leaders who must translate cutting‑edge research into product roadmaps, understanding this new model is not optional—it’s a competitive imperative. AI‑Driven Publishing Workflows: The New Standard for Research Acquisition Real‑time submission engines: Platforms such as ScholarOne and Editorial Manager now embed GPT‑4o and Claude 3.5 to auto‑classify manuscripts, flag conflicts of interest, and recommend reviewers within minutes. Predictive acceptance scoring: AI analyzes an author’s citation network, manuscript structure, and topical relevance against a journal’s strategic focus, delivering a probability score that speeds editorial triage. Dynamic content calendars: Journals curate rolling “issues” based on topic clustering algorithms, enabling rapid response to emerging industry trends—exactly what executives need to stay ahead. Why the Absence of a 2025 Abstract Call Matters to Executives The silence around a scheduled abstract call is a clear signal that a journal has moved to an AI‑mediated workflow: Continuous publishing model: Articles appear as soon as they clear review, eliminating the lag between submission and publication. Data‑driven thematic focus: Editorial boards use real‑time analytics to prioritize topics aligned with market demand—AI governance, fintech regulation, climate tech policy, and more. Reduced human bottlenecks: Automated triage shortens decision times from weeks to days, allowing research to reach industry leaders faster than ever before. Strategic Business Implications for Research‑Intensive Firms Competitive Intelligence: Continuous,