Co-founder and CTO of Mode here. I&#x27;m not too concerned that visual exploration is going to replace SQL for ad-hoc data analysis or data modeling for business intelligence. I think proprietary viz platforms are strictly inferior to open sourced ecosystems like Vega in any case. Open ecosystems win over closed ecosystems in the long-run.<p>We&#x27;re more interested in integrating the tools and ecosystems people are already using in novel ways than we are in being yet another dashboard or visualization tool. Dashboards and visualizations are incredibly valuable but they&#x27;re just one of the many ways that analytics teams deliver value to the organization. There are a lot of &quot;jobs to be done&quot; for an analytics team and the list isn&#x27;t getting any shorter.