Market notes on infrastructure software

Infrastructure budgets are still examined more tightly than narrative-heavy software categories. Products that save engineering time need to show the savings in concrete terms.

That does not remove opportunity. It simply shifts the advantage toward vendors with clearer product boundaries, stronger usage expansion, and better distribution.

For readers and operators alike, the useful question is simple: what evidence suggests the product is becoming a standard part of the workflow rather than an optional layer?