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Practical Insights for ERP, AI, Manufacturing & Digital Transformation

Ideas That Help You Make Better Business Decisions.

These topics can become complicated quickly. Our articles are designed to make them practical.

Driscoll Associates shares insights drawn from decades of ERP, manufacturing, operational, and technology experience⁠—⁠helping business leaders understand challenges, evaluate options, and make more informed decisions.

Less Theory.

More Operational Perspective.

Topic Hub

ERP Strategy & Implementation

Make Better ERP Decisions Before the Project Gets Expensive.

ERP decisions affect the entire organization.

These articles focus on helping leadership teams understand selection, implementation, adoption, governance, and optimization.

View All ERP Articles

Recommended Article Topics

  • How to Know When Your Business Is Ready for ERP

    What needs to be in place before ERP selection begins?

  • ERP Selection: Why Feature Checklists Aren't Enough

    A better way to evaluate platform fit.

  • ERP Implementation: Where Projects Begin to Go Wrong

    The warning signs that appear before go-live.

  • The Difference Between ERP Configuration and Customization

    When should you configure, integrate, or build?

  • Why ERP User Adoption Starts Before Training

    How involvement influences long-term success.

  • ERP Go-Live Is Not the Finish Line

    Why post-launch optimization determines long-term value.

  • How Should ERP ROI Actually Be Measured?

    Move beyond implementation metrics to business outcomes.

  • Fixed-Price ERP: What Needs to Be Defined First?

    Why scope, assumptions, governance, and accountability matter.

Topic Hub

Manufacturing Operations

Better ERP Should Create Better Manufacturing.

Technology matters only when it improves what happens across the operation.

Article Topics

  • Why Your Inventory Numbers Don't Match the Warehouse

    Common causes of inventory inaccuracy.

  • Production Planning vs. Production Scheduling

    Why they are related⁠—⁠but not the same.

  • Why Jobs Keep Moving on the Production Schedule

    Understanding material, capacity, and priority constraints.

  • The Relationship Between Inventory, Schedule, and Cost

    Why these three areas should not be managed independently.

  • Why Planned Production Time Never Matches Actual Time

    How outdated standards damage planning and costing.

  • What Work-in-Progress Is Really Telling You

    How WIP can expose process and scheduling problems.

  • Why Accurate Routings Matter More Than You Think

    The impact on scheduling, capacity, and cost.

  • From Shop Floor to Executive Dashboard

    How manufacturing data should travel through the organization.

Topic Hub

Inventory & Supply Chain

See Problems Before They Become Shortages.

Supply-chain challenges rarely exist in isolation.

Article Topics

  • Stockouts vs. Excess Inventory: Why Manufacturers Often Have Both

    The planning problems behind inventory imbalance.

  • Why More Safety Stock Isn't Always the Answer

    When inventory is compensating for poor visibility.

  • Seven Supply Chain KPIs Every Manufacturer Should Understand

    The metrics behind better supplier and material decisions.

  • How Supplier Performance Impacts Production

    Why purchasing performance should connect directly with manufacturing.

  • Why Purchasing Teams Spend Too Much Time Expediting

    The difference between reactive buying and planned supply.

  • Material Traceability: From Supplier to Customer

    Why traceability matters beyond compliance.

  • What Good Inventory Visibility Actually Looks Like

    More than quantity-on-hand.

Topic Hub

Schedule & Cost Accuracy

Plan With Better Assumptions. Understand the Real Cost.

Manufacturing schedules and costs depend on much of the same operational data.

Article Topics

  • Why an Unrealistic Routing Creates an Unrealistic Schedule

    How routing accuracy affects the entire planning model.

  • Standard Cost vs. Actual Cost: What Should Manufacturers Track?

    Understanding where variance creates insight.

  • Why Job Margins Look Different After Production

    The operational reasons behind margin erosion.

  • How Capacity Assumptions Distort Production Planning

    The difference between theoretical and usable capacity.

  • What Production Variance Is Trying to Tell You

    Turn recurring variance into process improvement.

  • Why Quote Accuracy Depends on Shop-Floor Data

    How historical performance should improve future estimates.

Topic Hub

Business Intelligence

From “Can Someone Pull a Report?” to Decision-Ready Visibility.

Articles focused on reporting, KPIs, analytics, and executive insight.

Article Topics

  • Why More Dashboards Don't Automatically Create Better Visibility

    The difference between data and insight.

  • How to Choose Manufacturing KPIs That Actually Matter

    Fewer metrics. Better decisions.

  • One Version of the Truth: Why KPI Definitions Matter

    When departments report different numbers.

  • How to Move From KPI to Root Cause

    Why good BI should support drill-down analysis.

  • Real-Time Reporting: When Does It Actually Matter?

    Not every metric needs to update every second.

  • Why Financial Results Need Operational Context

    Connect margin and cost to what happened inside the operation.

Topic Hub

AI & Automation

Practical AI. Practical Automation.

No robots taking over the factory.

No AI hype.

Just practical thinking around where intelligence and automation can improve real work.

Article Topics

  • 10 Practical AI Use Cases for Manufacturers

    Where AI can realistically create value today.

  • Automation Before AI: How to Choose the Right Approach

    Rule-based workflow vs. AI-assisted process.

  • Where Should Manufacturers Automate First?

    How to identify high-value, low-complexity opportunities.

  • AI + ERP: What Does It Actually Mean?

    How AI can complement transactional systems.

  • Why Bad Data Is an AI Problem

    The foundation required before introducing intelligence.

  • Human-in-the-Loop AI: Where People Still Matter

    Why automation should not remove accountability.

  • AI for Exception Management

    Help teams see what needs attention instead of reviewing everything.

  • Using AI to Make Business Knowledge Easier to Access

    From SOPs and work instructions to natural-language answers.

Topic Hub

Digital Transformation

Transformation Is a Business Strategy. Not a Software Shopping List.

Article Topics

  1. What Digital Transformation Actually Means for Manufacturers

    Moving beyond the buzzword.

  2. Why Adding More Software Can Make Digital Transformation Worse

    Disconnected technology creates digital complexity.

  3. People + Process + Data + Technology

    The four elements behind meaningful transformation.

  4. How to Create a Digital Transformation Roadmap

    Prioritize before trying to transform everything.

  5. Legacy ERP Doesn't Always Mean Bad ERP

    When modernization makes more sense than replacement.

  6. Why Process Improvement Should Come Before Automation

    Don't digitize unnecessary work.

  7. How Manufacturers Can Scale Without Scaling Administrative Complexity

    Using technology to support growth.

ERP Platform Insights

Understand the Differences Before You Choose.

  • When Does a Manufacturer Need a Manufacturing-Focused ERP Like SYSPRO?
  • Getting More Value From an Existing SYSPRO Environment
  • SYSPRO Optimization vs. ERP Replacement
Explore SYSPRO Articles
  • When Does Odoo Make Sense for a Manufacturer?
  • Odoo: Standard First or Custom Development?
  • Why Odoo's Biggest Strength Can Also Become Its Biggest Risk
Explore Odoo Articles
  • Cetec ERP: When a Manufacturer Outgrows Entry-Level Systems
  • Why Quality + Manufacturing + Accounting Integration Matters
  • Cetec ERP vs. Traditional Enterprise ERP
Explore Cetec ERP Articles
  • When Is It Time to Move From Excel to MRPeasy?
  • MRPeasy vs. Larger ERP: How Much ERP Do You Actually Need?
  • Five Signs Your Manufacturer Is Outgrowing Spreadsheets
Explore MRPeasy Articles
  • When Does Building a Custom ERP Make Business Sense?
  • Custom ERP vs. Off-the-Shelf ERP
  • When ERP Customization Becomes More Expensive Than Custom ERP
Explore Enterprise-Fit ERP Articles

ERP Done Right™ Insights

Implementation Lessons From Decades of ERP Experience.

Article Topics

  • ERP Doesn't Fail Because of Software Alone

    Why methodology changes outcomes.

  • Business First. Software Second.

    Why ERP requirements should begin with operating objectives.

  • Why ERP Data Readiness Begins Months Before Migration

    Data cleanup should never be a final-stage activity.

  • What “ERP Done Right™” Actually Means

    The philosophy behind successful ERP implementation.

  • Why Testing Should Include the Unhappy Path

    Material shortages, returns, exceptions, and failures reveal whether the business is truly ready.

  • Go-Live Readiness: Seven Questions Leadership Should Ask

    A practical executive checklist.

Articles for Executives

You Don't Need to Know How Every ERP Screen Works. You Need to Ask Better Questions.

  • Seven Questions to Ask Before Approving an ERP Project
  • How ERP Supports Scalable Growth
  • Is Technology Complexity Slowing Down the Business?
  • Why Inventory Accuracy Is a Financial Issue
  • What Production Cost Variance Means for Margin
  • How ERP Can Improve Working Capital Visibility
  • What Makes a Production Schedule Actionable?
  • Why Operations Still Depend on Spreadsheets After ERP
  • The Connection Between Inventory, Capacity, and Delivery
  • How Much ERP Customization Is Too Much?
  • Integration vs. Consolidation: Which Systems Should Stay?
  • Creating an ERP Architecture Ready for AI

From Article to Action

Reading Is Useful. Applying It to Your Business Is Better.

READING ABOUT ERP SELECTION?

Take the ERP Fit Assessment

READING ABOUT ERP PROBLEMS?

Check Your ERP Health

READING ABOUT INVENTORY?

Check Your Inventory Visibility

READING ABOUT AUTOMATION?

Find Your Automation Opportunities

READING ABOUT DIGITAL TRANSFORMATION?

Assess Your Digital Maturity

Driscoll Insights

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Practical ideas for people responsible for making operations and technology work better.

Better Technology Decisions Start With Better Questions.

Keep Learning.Then Apply What Matters to Your Business.

Every manufacturing business has different processes, systems, people, and priorities.

Our articles are designed to help you understand the challenge.

When you're ready to understand what that means for your organization, we're ready to continue the conversation.

Driscoll Associates Articles

  1. Understand the challenge.
  2. Explore the options.
  3. Learn from experience.
  4. Make a better decision.