Key metrics and overview of the Market Intelligence dashboard project.

Market intelligence dashboards become much more valuable when the underlying definitions are consistent across datasets. Once those metric definitions are standardized, the comparisons across countries and business lines become far more reliable.

First impressions make a difference. I attempted to generate two animations on Higgsfield vibecoding animation feature, the first two attempts failed and yet the credits for them were still taken from my balance. Reached out to support and their policy is essentially "if our system doesnt work, just email us every single time credits are taken from you when they weren't supposed to be and we'll look into it" Holy moly. As a civilization we're advancing technologically in all things except customer service. Customer service instead seems to be regressing at the same speed that Ai companies are innovating. I don't usually regret purchases but so far I think I'd advise people to hold off before making any sort of annual plan commitment to anyone Ai company that has a credits based business model.