AI Dashboard for MongoDB Insights

I need an end-to-end dashboard that plugs straight into my MongoDB cluster and turns raw collections into clear, interactive visual stories. The core focus is Data Visualization Insights rather than complex modelling, so I’m looking for someone who can take our existing data and surface it through a slick, responsive interface.

Here’s what the dashboard must do for me:
• Present real-time Sales metrics, User behavior insights, and key Operational metrics in one place.
• Offer true interactive exploration—click-to-filter, drill-down, and custom date ranges—so anyone on the team can answer follow-up questions on the spot.
• Update automatically as new documents arrive in MongoDB, with no manual refreshes.
• Allow role-based access so different teams only see the slices of data that matter to them.

You’re free to choose the stack—Grafana, Metabase, Superset, a custom React front-end, or another proven toolset—as long as deployment is straightforward (Docker or similar) and the final product is browser-based. We already have indexes in place and can provide a sample dump plus connection credentials in a secure channel.

Deliverables I will sign off on:
1. A running dashboard container (or cloud URL) connected to our staging MongoDB.
2. Source files / configuration as code, ready for production hand-off.
3. A brief walkthrough doc or video showing how to add new charts, manage users, and migrate between environments.

If this sounds like your wheelhouse, let’s talk timelines and any clarifications you need.