This article is an expanded feature based on insights originally published by Printing Impressions. For ongoing industry analysis, subscribe to the Today on PIWorld newsletter. The print industry is facing a quiet crisis—a "brain drain" that threatens the operational stability of companies worldwide. As seasoned veterans move toward retirement, the vast, unwritten expertise they have accumulated over decades risks vanishing overnight. In the second installment of our series on preserving institutional knowledge, we sit down with Amy Servi-Bonner, VP of PRINTING AI at the PRINTING United Alliance, to dissect the common pitfalls in knowledge retention and provide a roadmap for securing the expertise that powers the shop floor. The Silent Risk: Why Standard Documentation Fails For many print business owners, the standard approach to succession planning is to ask a departing employee to write an SOP (Standard Operating Procedure). It is a well-intentioned request, but as Servi-Bonner notes, it is fundamentally flawed. “Asking an expert to write down what they do is like asking a master pianist to explain the physics of their fingers while playing a concerto,” says Servi-Bonner. “What comes out is a sterile checklist that misses the judgment entirely. You end up with a document that outlines the process but fails to capture the twenty years of pattern recognition that actually makes the job work.” This reliance on static documentation is the first of three major mistakes businesses make. Because experts often perform their tasks through intuition—a process so ingrained that it feels like instinct—they often omit the "why" and "when" behind their decisions. When an employee is asked to document their workflow, they inadvertently create a map of the surface, leaving the deep-seated "exception logic" that keeps a shop running smoothly entirely undocumented. Chronology of a Knowledge Crisis: Avoiding the "Exit Deadline" The second critical error is timing. Many organizations wait until an employee submits a resignation or announces a retirement date before initiating a knowledge-transfer project. The Three Stages of Knowledge Loss The Proactive Phase: Knowledge is fluid and being shared through mentorship. The Announcement Phase: The employee is "checking out," focusing on legacy rather than daily problem-solving. The Post-Departure Phase: The expertise gap is discovered, usually at the worst possible moment—such as during a critical equipment failure or a complex production run. “By the time the retirement announcement hits your desk, you’ve already missed your best window,” Servi-Bonner explains. “The transfer of high-level intuition requires time, trust, and a structured environment. You cannot cram two decades of problem-solving into a two-week handover period.” To mitigate this, successful firms must treat knowledge preservation as a continuous operational requirement, not a last-minute human resources task. By integrating knowledge elicitation into the career lifecycle of key personnel, companies ensure that expertise is constantly being documented and verified, rather than hoarded until the final exit interview. Supporting Data: Identifying the "Stomach-Drop" Roles If a company is overwhelmed by the scope of what needs to be saved, where should they start? Servi-Bonner suggests a "Stomach-Drop Analysis." This exercise is designed to strip away the noise of daily operations and focus on critical vulnerabilities. Business leaders should ask themselves: "If this person called me on Monday morning and said they were done, what would my day look like?" The High-Risk Hierarchy In most print operations, the following roles surface immediately: Senior Estimators: Those who understand the nuanced costs and profitability thresholds of complex jobs. Lead Press Operators: The individuals who can diagnose a mechanical issue or color shift by sound or sight. Color Specialists: The "gatekeepers" of brand integrity who possess the rare ability to calibrate by eye. Production Schedulers: The masters of the "jigsaw puzzle," who balance throughput, capacity, and deadlines. Customer Service Leads: Those who hold the "institutional memory" of client preferences and account history. Identifying these roles is the essential first step. Once identified, a company should not attempt to capture everything at once. Instead, they should perform a "structured knowledge audit" on the top one or two roles. This isn’t a survey or a questionnaire; it is a high-level elicitation process conducted by someone trained to probe for "exception logic"—the decision-making frameworks that handle the "what-if" scenarios that occur in every print shop. Official Perspective: The Art of Elicitation Servi-Bonner emphasizes that effective knowledge capture is a skill, not a administrative duty. “People who try to do this themselves usually get stuck,” she notes. “They ask, ‘What do you do?’ and the employee gives them a surface-level description. To get to the real expertise, you need to ask how they handle exceptions. You need to ask them about the last time something went wrong, and how they knew it was about to go wrong before it actually did.” This elicitation process results in a "living system" of knowledge. This system contains: Decision Frameworks: The "if-this-then-that" logic that governs complex choices. Diagnostic Sequences: How an expert troubleshoots a failing machine or a flawed file. Pattern Recognition: The ability to spot a deviation from the norm early in the production cycle. Once these elements are captured, the final and most important step is testing. A knowledge asset is only valid if a newer employee can use it to make the same decision an expert would have made. If the junior employee cannot replicate the result, the capture process was incomplete. Implications for the Future of Print The implications of this shift are profound. In an era where AI and automation are increasingly central to the print industry, the value of human expertise has not diminished—it has evolved. By capturing the "why" behind the "how," print businesses are building a foundation for future-proofing. This isn’t just about preserving the past; it’s about enabling the next generation of workers to hit the ground running. When a company treats institutional knowledge as an asset to be managed—similar to raw materials or machinery—they create a competitive advantage that is impossible for competitors to replicate. Looking Ahead: Turning Data into Resources The process of capturing expertise is only the first half of the battle. The next hurdle is accessibility: how do we turn these captured frameworks into resources that employees can actually use in the heat of the moment? In the final part of this three-part series, we will explore the technology-driven strategies that allow print shops to integrate these captured insights into daily operations. Whether through AI-powered knowledge bases, interactive diagnostic tools, or digital mentorship platforms, the goal remains the same: creating a shop floor where the collective intelligence of the company is always available, always evolving, and never lost. The message for print business owners is clear: the most expensive mistake you can make is assuming your experts will be there forever. Start the conversation today, identify the critical roles, and begin the work of securing your company’s intellectual capital before the clock runs out. For more information on how to implement these strategies within your own facility, visit the PRINTING AI resources page provided by the PRINTING United Alliance. There, you can explore tools and methodologies designed to help print businesses navigate the transition toward a more resilient, knowledge-driven future. Post navigation The Industry Benchmark: Final Call for Submissions to the Printing Impressions 300 Canon U.S.A. Unveils Vision for the Future of Packaging at LOUPE Americas 2026