In my career, I’ve seen hundreds of projects and written countless lines of code. However, my most costly mistakes were often not the code from the keyboard, but the ‘yes’ decisions made at the table. Especially in a manufacturing ERP, the bill for these decisions far exceeded the visible budgets.
In ERP projects, the costs visible at first glance are often just the tip of the iceberg. The truly large and destructive costs are hidden expenses that seep into processes, emerging from organizational dysfunctions reflected in the software. I experienced these hidden costs very closely through my own experiences.
The Price of That ‘Yes’: Automating the Wrong Flow
While working on an ERP for a manufacturing company, I clearly saw that the software architecture was more a reflection of the organizational flow than of the software itself. When the decision was made to automate an inefficient workflow that a department had been using for years, the future cost of that immediate “yes” was not calculated. The software began to produce the existing chaos faster and more systematically.
This situation was particularly evident in critical processes like “procure-produce-ship-invoice.” When the “corners” and “exceptions” in existing processes were transferred directly into the software, the resulting system lost its flexibility, requiring patch after patch for every new request. The initial “yes” turned into the question “why are we so slow?” months later.
Integration Pits and Hidden Debts
In my corporate software development experience, especially in manufacturing ERPs, I’ve seen countless times how significant a cost item integrations can be. Making an ERP communicate with existing iSCSI-based supply chain systems, old accounting software, or custom production planning tools often consumed a much larger portion of the project than anticipated.
These integrations weren’t just about API calls or data transformations. One side using an event-sourcing model while the other had an old pull-based system led to eventual consistency issues, and ensuring idempotency principles took days of effort. These technical debts became the unseen but constantly bleeding wounds of the project.
When Reports Lie: Data Quality and Technical Debt
In a manufacturing ERP, the “late shipment report” requested by management always came up short. After three days of detailed investigation, I realized that the problem wasn’t just in a SQL query or an ORM’s N+1 problem. The real issue was that production line operators were entering data in different ways.
These inconsistent data entries required manual corrections in the reporting layer every time, creating both time and human resource costs. Even infrastructural issues like WAL bloat in PostgreSQL could affect the generation of these reports, leading to performance regressions. Real-time dashboard dreams were dashed due to data quality problems.
The Human Factor: The Forgotten Cost Item
Another cost item often overlooked in ERP projects is the human factor. Transitioning to a new system means a big change for users, and it’s natural for them to resist this change. Even when designing operator screens, no matter how much you simplify the user experience, a new interface and a new process always require an adaptation period.
Training costs, loss of productivity, and even low morale are factors that are usually not itemized in project budgets. However, a system not being adopted or being used incorrectly can cause much greater damage than the costs originating from the software itself. Even with my own side product, a task management application, I experienced how difficult it is to change user habits.
Conclusion: Seeing the Hidden Costs
Success in ERP projects isn’t just about writing good code or choosing the right technologies. The real challenge lies in delving deep into the organization to foresee process flaws, the human factor, and the technical debt that integrations will bring. My 20 years of field experience have taught me that these unseen costs can be much more painful than the visible ones.
So, what was the biggest “hidden cost” in your career, stemming from which decision or “yes”? In which ERP project did you encounter an unexpected cost?