Thinking out loud.

Real-time project visibility isn't a premium feature. It's the baseline for any serious engineering partnership.

The difference between AI that transforms operations and AI that gets turned off after a month is whether it solves a real problem.

Every business has workflows that don't fit neatly into generic software. We build systems around operations, not the other way around.