GharSe solved for legibility under pressure, a cook reading their entire day in one glance instead of three apps and a notebook. What it doesn't yet solve is trust calibration. Every stock label and demand prediction is shown with equal visual confidence right now, whether it's backed by six months of order history or six days of guesswork. A cook new to the platform has no way to tell the difference.

If I revisited this, that's the next problem worth chasing, surfacing confidence alongside conclusions, not just the label itself. A "Low Stock" flag backed by real data should look and feel different from one that's an early estimate. That's the gap between a tool a cook uses and one a cook actually trusts.