Field Notes: Articles

Ideas worth building on

Thinking on operational software, AI systems, and the craft of building complex products.

Manufacturing operations manager checking real-time inventory and supply chain visibility against ERP stock counts
September 9, 2026
Inventory and Supply Chain Visibility: Why Your ERP Count Is Always Wrong

Your ERP says you have 40 units in stock. The shop floor knows 12 are already committed to a job nobody's logged yet. Here's why manufacturing inventory counts drift and how to close the gap.

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Manufacturing quality control inspector tracing a part's production history through a traceability software system
September 8, 2026
Traceability Software for Manufacturers: What Auditors Actually Ask For

Quality control traceability isn't a nice-to-have dashboard, it's what an auditor asks for by name. Here's what real traceability requires and why spreadsheets stop working at scale.

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Manufacturing engineer viewing MES and SCADA system data connected to ERP dashboards on a shop floor terminal
September 7, 2026
MES/SCADA Integration: Naming the Systems Behind 'Real-Time Visibility'

Real-time shop floor visibility runs on MES and SCADA integration. Here's what those systems actually do, why they usually don't talk to your ERP, and how to connect them without replacing either.

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Manufacturing maintenance technician reviewing equipment health data on a dashboard before a failure occurs
September 6, 2026
Predictive Maintenance: The Data Is Already in Your ERP

Most manufacturers already capture the data predictive maintenance needs. The problem isn't sensors, it's that nobody built the pipeline to surface a warning before the breakdown.

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Manufacturing operations manager reviewing data in ERP system, frustrated by lack of clear KPI visibility and analytics
September 3, 2026
Why Your New ERP Captures Data But Can't Show You What Matters

You implemented a modern ERP and it works - but getting strategic insights still takes 30+ minutes of manual analysis. Here's why that's a design problem, not a software problem.

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Manufacturing operations dashboard displaying real-time production data and metrics
August 31, 2026
The Decision Lag: Why Real-Time Visibility Costs Less Than You Think

Manufacturing leaders make decisions on stale data. Learn how real-time visibility drives compounding better decisions - and why it costs far less than delayed action.

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Manufacturing operations dashboard showing data visualization transitioning from disconnected spreadsheets
August 27, 2026
From Spreadsheet Culture to Structured Data: How Manufacturing Teams Modernize Without Ripping Out Their Systems

Manufacturing teams can't afford full system overhauls. Learn how to move from spreadsheet workarounds to clean operational data without disrupting operations - constraint by constraint.

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Manufacturing operations leader reviewing tariff exposure data across spreadsheets and ERP screens
August 24, 2026
The Tariffs Turned Your ERP's Blind Spot Into a Board-Level Problem

50% U.S. tariffs on Canadian goods just made tariff exposure an urgent, quantifiable problem. Most manufacturers can't answer it because the data lives in spreadsheets, not their ERP.

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Multi-region operations manager coordinating inventory across locations with unified visibility
August 20, 2026
Why Your Software Breaks When You Scale to Multiple Regions

Single-location software fails when you expand to multiple sites. The problem isn't features—it's architecture. Here's what actually works.

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Manufacturing production floor with digital overlay showing AI agent autonomously analyzing production data and triggering alerts
August 17, 2026
When ERP Data Needs an Agent: How Manufacturing Moves Beyond Manual Analysis

Your ERP has all the data. But getting answers from it requires manual analysis, time, and spreadsheets. Agentic AI changes that. Learn when and how to deploy autonomous systems that turn data into action.

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Manufacturing facility with production line, representing the operational efficiency gains from custom software
August 13, 2026
The Real Cost of Saying No: Why Manufacturing Leaders Hesitate on Custom Software (and Why That's Expensive)

Hesitating on custom software for your manufacturing operation? Discover the hidden costs of delay and how constraint-first thinking de-risks the decision.

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Manufacturing operations manager integrating custom software with legacy ERP system - data flow and system consolidation
August 3, 2026
The ERP Integration Problem: Why Custom Software Alone Fails Without System Consolidation

Your legacy ERP works, but custom software won't fix your operation unless you consolidate how data flows. Here's why integration fails and what actually works.

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