Better Operations with Gordon James Millar, SLO Native

Gordon James Millar, of San Luis Obispo, shares his perspective on bettering your engineering and operations organizations. This perspective does not speak on behalf of Gordon's employer.

Maintenance technician reviewing systematic preventive maintenance schedule and procedures Maintenance technician conducting systematic preventive maintenance with detailed scheduling and procedure documentation. Photo by Oregon DOT, CC BY 2.0, via Wikimedia Commons

Luis Fernandez schedules maintenance like a psychologist schedules therapy sessions—not just based on what needs to be done, but when people are most receptive to doing it well. As our facility maintenance supervisor, he discovered that preventive maintenance effectiveness depends more on human psychology and operational rhythm than on technical checklists and manufacturer recommendations.

“The manual says replace these bearings every 2,000 hours,” Luis explained as we reviewed the Line 4 maintenance schedule. “But I schedule bearing replacement for Tuesday mornings in month three of each quarter, when our technicians are most focused and least stressed. Better timing turns routine maintenance into reliable improvement.”

What I learned over the following weeks completely transformed my understanding of preventive maintenance, revealing psychological principles that apply across manufacturing, restaurant operations, and real estate management.

The insight that changed everything: Preventive maintenance isn’t just about maintaining equipment—it’s about maintaining the human systems that maintain equipment.

The Psychology of Preventive Maintenance

Luis had observed that maintenance quality varied dramatically based on timing, workload, psychological state, and team dynamics. The same technician performing identical tasks could deliver completely different results depending on when and how the work was scheduled.

Attention Cycle Management: “Monday mornings are for simple inspections and routine adjustments. Wednesday afternoons are for complex diagnostics that require sustained concentration. Friday afternoon is for cleaning and organization—tasks that are important but don’t require peak mental performance.”

Stress Level Optimization: Scheduling demanding maintenance during low-stress periods when technicians could focus completely rather than during busy production periods when maintenance felt like an interruption.

Competence Confidence Building: Sequencing maintenance tasks to build confidence through early successes before tackling more challenging procedures.

“Most maintenance programs treat technicians like robots,” Luis noted. “But technician psychology affects maintenance quality as much as tool quality. Good maintenance scheduling considers both.”

This human-centered approach to maintenance scheduling revealed effectiveness principles that technical approaches completely missed.

Maintenance team planning session showing collaborative scheduling and task coordination Maintenance team conducting systematic planning session for preventive maintenance coordination and scheduling. Photo by Kitmondo, CC BY-SA 4.0, via Wikimedia Commons

The Restaurant Kitchen Parallel: Prep Timing and Mental State

Luis’s psychological approach to maintenance reminded me of how experienced chefs schedule prep work based on kitchen psychology rather than just task requirements. Chef Isabella Moreau at Artisan Table demonstrated this during a particularly busy week.

“I could schedule vegetable prep for 2 PM when we have the most time,” Isabella explained. “But 2 PM is right after lunch service when everyone’s exhausted and making small mistakes. I schedule detail work for 10 AM when everyone’s fresh and focused, even though it means less time for other tasks.”

This attention to human rhythms and psychological states created kitchen operations that were both more efficient and more consistent than scheduling based purely on time availability or task sequences.

Kitchen Psychology Principles: Scheduling demanding tasks when staff attention is highest, sequencing tasks to build confidence and momentum, timing creative work when energy and inspiration are optimal.

Manufacturing Translation: Applying similar psychological timing principles to maintenance scheduling to optimize both technical outcomes and team performance.

The parallel revealed that preventive maintenance, like kitchen prep, succeeds or fails based on human factors that technical specifications don’t address.

The Timing Intelligence Revolution

Luis’s approach revealed that maintenance timing affects outcomes in ways that aren’t captured by traditional maintenance metrics:

Cognitive Load Management: Scheduling complex procedures when technicians have sufficient mental bandwidth to execute them properly rather than just when equipment schedules permit.

Seasonal Psychology Optimization: Understanding how seasonal changes, workload cycles, and team dynamics affect maintenance quality and adjusting schedules accordingly.

Momentum Building: Sequencing maintenance tasks to create positive momentum and confidence rather than just completing tasks in isolation.

“Traditional maintenance schedules optimize for equipment availability,” Luis explained. “But equipment is available whenever we shut it down. The constraint isn’t equipment time—it’s quality attention time.”

This distinction between equipment time and attention time transformed how we approached maintenance planning and resource allocation.

The Real Estate Management Parallel: Property Maintenance Psychology

Luis’s principles apply directly to property maintenance and tenant relationship management. The most successful property managers I know schedule maintenance and improvements based on psychological timing rather than just practical convenience.

Tenant Relationship Timing: Scheduling non-urgent maintenance and improvements when they’ll create maximum positive impact on tenant satisfaction rather than just when it’s convenient for management.

Contractor Performance Optimization: Understanding how seasonal workload, project complexity, and payment timing affect contractor performance and scheduling work accordingly.

Improvement Momentum Building: Sequencing property improvements to create visible progress and positive momentum rather than just completing projects in isolation.

The key insight is that property maintenance effectiveness depends on human psychology—both tenant and contractor—as much as technical requirements.

Implementing Psychological Maintenance Scheduling

Based on Luis’s methodology, we developed systematic approaches to psychology-aware maintenance planning:

Attention Cycle Mapping: Understanding when different team members perform best at different types of tasks and scheduling accordingly.

Stress Level Monitoring: Tracking team workload and stress indicators to optimize maintenance timing for quality outcomes.

Confidence Building Sequences: Organizing maintenance tasks to build competence and confidence through progressive complexity rather than random scheduling.

Seasonal Psychology Adaptation: Adjusting maintenance approaches based on how seasonal changes and organizational cycles affect team performance.

This human-centered approach improved both maintenance effectiveness and team satisfaction while reducing equipment downtime.

Equipment maintenance tracking system showing psychological timing factors and team performance optimization Maintenance management system displaying psychological timing factors and team performance optimization data. Photo by Hustvedt, CC BY-SA 3.0, via Wikimedia Commons

The Predictive Maintenance Evolution

Six months after implementing psychological maintenance scheduling, we developed predictive capabilities based on understanding human performance patterns rather than just equipment performance patterns:

Performance Prediction: Understanding how team psychology, seasonal factors, and workload cycles affect maintenance quality enabled prediction of optimal maintenance timing.

Quality Optimization: Scheduling maintenance when psychological conditions optimize for quality outcomes rather than just when equipment is available.

Team Development Integration: Using maintenance scheduling as a tool for developing team capabilities and confidence rather than just maintaining equipment.

Organizational Rhythm Alignment: Coordinating maintenance timing with organizational cycles and priorities to maximize both technical and business outcomes.

The Cultural Transformation: From Task Focus to Outcome Focus

The most significant change was shifting from task-completion focus to outcome-optimization focus in maintenance planning:

Traditional Maintenance Culture: “We need to complete these tasks according to schedule to maintain equipment reliability.”

Psychology-Aware Maintenance Culture: “We need to optimize conditions for quality maintenance outcomes that improve both equipment reliability and team capability.”

This shift required different planning approaches and different success metrics:

Human Performance Integration: Considering team psychology, attention cycles, and stress levels as primary factors in maintenance planning.

Quality Outcome Focus: Measuring maintenance effectiveness based on long-term equipment performance and team development rather than just task completion rates.

Holistic System Thinking: Understanding maintenance as part of broader organizational and human systems rather than isolated technical activities.

“I used to think good maintenance was about following procedures correctly,” reflected Maria Santos, our senior maintenance technician. “Now I understand it’s about creating conditions where following procedures correctly becomes natural and effective.”

The Innovation Acceleration Effect

Psychology-aware maintenance scheduling accelerated both equipment improvement and team development:

Preventive Innovation: Teams began identifying improvement opportunities during routine maintenance because they were performing tasks when mentally capable of creative thinking.

Quality Learning: Maintenance became a learning laboratory where teams developed deeper understanding of equipment behavior and optimization opportunities.

Confidence Building: Success in challenging maintenance tasks built team confidence that carried over into problem-solving and innovation activities.

System Intelligence: Understanding equipment through quality maintenance developed intuitive system knowledge that improved both routine operations and emergency response.

Luis’s approach revealed that maintenance effectiveness comes from optimizing human performance as much as technical procedures.

The Broader Principle: Timing as a Strategic Variable

Luis’s maintenance psychology insights revealed that timing is often the most important variable in determining activity outcomes. This principle applies whether you’re scheduling maintenance, planning menu changes, or timing property improvements.

Manufacturing: Schedule maintenance based on human performance optimization rather than just equipment availability to improve both technical outcomes and team development.

Restaurants: Time menu changes, staff training, and process improvements based on kitchen psychology and operational rhythm rather than just business convenience.

Real Estate: Schedule property improvements and maintenance based on tenant psychology and contractor performance patterns rather than just cost optimization.

The key insight is that timing affects outcomes as much as technical quality, but timing optimization requires understanding human psychology rather than just operational logistics.

As Luis said during our quarterly maintenance review: “Good maintenance isn’t just about doing the right things. It’s about creating the conditions where people can do the right things well.”

That distinction—between technical correctness and performance optimization—has transformed how I approach scheduling and resource allocation in every domain I work in.

The best preventive maintenance programs don’t just maintain equipment; they maintain and develop the human systems that maintain equipment. Luis’s psychological approach taught me that maintenance effectiveness comes from understanding when people perform best, not just what tasks need to be performed.

Preventive maintenance is ultimately preventive psychology—creating conditions where people can maintain equipment with the attention, care, and insight that creates lasting reliability and continuous improvement.