Technical debt isn't the problem. How you think about it is.
Listening to a CIO and CCO recently — it's a debate that happens in organizations everywhere and it basically boiled down to this:
CIO: "We can't do that. It'll create technical debt."
CCO: "We need revenue data next week, not next quarter."
Both were right, and both were missing the point.
The issue isn't whether to create technical debt. It's whether you're creating it on purpose. I've seen two kinds in my career: accidental debt, which happens when teams take shortcuts without thinking through the consequences and accumulates silently; and strategic debt, which is a deliberate choice to build something imperfect now because the business value justifies it.
At that same company, we built exactly what the CCO wanted — a revenue optimization prototype in eight weeks using their existing systems. Was it perfect? No. Did it work? Better than anyone expected. The business got $7M+ in optimization opportunities immediately, IT got the clearest requirements they'd ever seen for the permanent solution, and the prototype funded its own replacement in six months.
Here's what made it work: we agreed upfront what "good enough" meant, set a clear timeline for when the debt would be addressed, and built the business case that would fund the real solution.
The fastest path to the right solution often runs through a working imperfect one.
Most teams get stuck because they treat all technical debt the same. The organizations that make data work understand the difference between strategic choices and accidental shortcuts.
When you stop arguing about debt and start leveraging it, you turn constraints into competitive advantage.