Develop a Modern React.js Dashboard with AI Integration

Description

Our operations team watches four separate systems on three monitors and manually correlates what they see. We want one dashboard. The data problem is that the four systems disagree about what an "order" is — different IDs, different state names, one of them updates on a five-minute batch. Reconciling those into a single coherent view is the real work; the React part is straightforward. Where a figure is stale or a source is down, the dashboard must show that rather than displaying the last known number as though it were current. Our team makes dispatch decisions off this screen and a confidently wrong figure is worse than a visible gap.

• Reconcile the four systems' order representations into one model, documenting the mapping decisions
• Show per-source freshness and outage state on the dashboard itself, not in a log
• Build the React dashboard for a wall display as well as a desk browser
• Handle the five-minute batch source honestly rather than interpolating
• Support the operations team through a two-week parallel run against their current screens

• Unified operations dashboard in React
• Source reconciliation model with documented mappings
• Freshness and outage indication per source
• Parallel run report and cutover plan