October 2026

Businesses continue investing in software for automation and daily operations. However, poor planning can undermine those investments. Understanding potential implementation mistakes can help business and IT leaders avoid them.

1. Skipping the Discovery and Needs Assessment Phase

Some businesses begin by selecting software before documenting how their teams actually work. They may choose a platform based on its feature list or demonstration without mapping current workflows, pain points, dependencies and performance goals.

Businesses have never had more ways to spend a marketing dollar, or more data supposedly proving those dollars are working. SEO agencies report rankings. Digital firms report clicks and conversions. Social teams measure engagement. PR tracks visibility. Paid media produces attribution dashboards. Now companies are adding another layer as they race to optimize for AI-powered discovery.

Yet beneath all those metrics sits a surprisingly basic question: Which investments are actually generating qualified opportunities, customers and revenue? For many businesses, the answer is far less clear than the dashboards suggest.