John Sewell spoke at Reliable Plant 2026 | June 15th-18th | Reno, Nevada

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Building a Strong Technical Database: Three Essential Practices

A few years ago I wrote a series of articles on how the 8 elements of a technical database work together to serve as a foundation of data for your maintenance organization.  From reducing downtime and planning delays to capturing the know-how of experienced crew members, these three practices can transform how work is planned, scheduled, and executed.  Each guide dives into practical steps, examples, and best practices you can apply immediately.  Below are three of the elements that ensure your team is starting off on the right foot and able to move from gut-feel reaction to data-driven improvement.

  1. Practical Guide to Equipment Hierarchy
    An organized equipment hierarchy is the backbone of your technical database and a building block for the entire work management system.  This guide covers the benefits, definition, step-by-step development process, best practices, a real-world example, and how hierarchy connects to everything from accounting to maintenance.
    Read the full article →
  2. Equipment Numbering and Labeling
    Clear, consistent equipment numbering and field labeling improve work identification, reduce lockout/tagout risks, speed troubleshooting, and streamline preventive maintenance routes.  This guide shows practical examples, explains how numbering fits into your plant hierarchy, and shares best practices for integrating it into your technical database.
    Read the full article →
  3. Equipping Crews for Cost Savings with Standard Job Plans (SJPs)
    Standard Job Plans capture the knowledge of seasoned crew members, improve job consistency, and cut planning time.  This guide breaks down SJP components, creation steps with a practical example, best practices, and how they fit into your technical database to drive both performance and continuous improvement.
    Read the full article →

These practices are tactical building blocks but they also play a critical role in a broader reliability strategy.  A robust technical database makes higher-level decision-making possible: identifying bottlenecks, modeling cost impacts, and aligning maintenance priorities with business objectives.

If you want to see how tactical improvements like these fit into a bigger-picture reliability roadmap, explore more articles in the Insight Library, sign up for my monthly newsletter, or book a short discovery call to talk through your site’s specific challenges.  The best strategies succeed because the tactical foundation is solid and that’s where the real transformation begins.

Want to talk more about how to drive real, lasting results in your plant?

Author

John Sewell

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Date

August 11, 2025

Hi, I'm John

John Sewell is a management consultant specializing in maintenance and reliability improvement. He helps manufacturers and heavy industry uncover the hidden drivers behind high costs, unscheduled downtime, and underperformance. John works directly with client teams to conduct data-driven analysis and deliver practical recommendations backed by a clear business case.

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