The Timeline Reality Check

AI projects are notorious for timeline overruns. Understanding typical patterns helps you plan more realistically and avoid frustration.

What happens:

Common delay: Underestimating data access complexity.

Often the longest phase:

Common delay: Data quality issues discovered only after work begins.

The "AI" part:

Common delay: Initial approaches don't achieve required accuracy.

Getting it into production:

Common delay: Integration complexity with legacy systems.

Often overlooked in planning:

Common delay: User resistance or workflow disruption.

Simple AI application: 4-6 months
Moderate complexity: 6-12 months
Complex enterprise project: 12-24 months

Most initial estimates understate by 50-100%.

AI First Step helps you set realistic expectations from the beginning—ensuring your organization is prepared for the actual journey ahead.