Companies are adopting quality review layers as a subtle corrective step in modern content operations. A review layer functions as the checkpoint that brings human judgment and automated volume together, bridging the gap between dependable quality and rapid content creation.
UKG Aspire 2025: Images
Our profound thanks to our friends at UKG for throwing a fantastic, informative and exciting event. UKG’s future is certainly bright and I’m looking forward to continuing our collaboration with the many partners and customers that I had the honor to meet, chat with and learn about.
The Hidden Costs of Onboarding Frontline Employees
A new employee takes time to reach full efficiency. During this ramp-up period, the company is paying a full salary for partial output. New frontline employees typically operate at only 25 to 50 percent of full productivity during their first few weeks.
Extanto Goes to Vegas: UKG Aspire 2025
Aspire will take place November 3–6, 2025, bringing together HR leaders, payroll experts, IT professionals and workforce operations teams. The four-day event combines keynote sessions, technical tracks, product roadmaps and partner showcases, offering a mix of education and engagement.
AI in Textbook Publishing Part II: How Publishers Are Rewriting the Future with AI
AI blurs the line between source and synthesis. If an algorithm generates a passage of text based on thousands of pre-existing works, who owns the output? The publisher who commissioned it, the developer of the model or the authors whose material informed the algorithm’s training?
AI in Publishing Part I: How Textbook Publishers Are Rewriting the Future with AI
Traditional textbooks were designed for fixed cycles, their content frozen until a new edition justified a revision. Today, publishers and educators are re-imagining these books as modular components.






