AI-driven ops dashboard.
Marketing meets revenue.
Seven live data sources. One view. Revenue alongside the marketing stack for the first time.
$840/yr
in subscription reporting tools replaced at zero operating cost
7 sources
unified into one responsive dashboard with live data
3+ hours
saved per week previously spent on manual reporting
Licensable
Config-driven and deployable for any business — one file to set up
The product.
The marketing stack was connected. Revenue wasn’t.
Standard tools stop at the marketing layer
Connectivity to proprietary business systems — POS platforms, booking systems, CRMs — is outside their scope entirely.
Campaign attribution had no revenue endpoint
An Attentive campaign drives clicks. A promo code goes out. Without Mindbody in the same view, whether either produced an actual booking required pulling data from two separate systems and reconciling manually.
No analysis layer — only display
Every available tool surfaces metrics. Interpretation, prioritization and recommended action were left entirely to the person looking at the screen.
The gap standard tools can’t close.
Every reporting platform covers the marketing layer. None of them touch proprietary booking systems, POS, or CRMs. This dashboard connects both sides — for the first time.
From display to analysis
Every reporting tool surfaces metrics. None of them interpret them.
How it came together.
The full platform — API architecture, data model, UI system, responsive behavior — was designed in Claude.ai before any code was written. Build and debugging happened in Claude Code, a terminal-based AI environment running directly on the local machine. The credential layer — OAuth flows, developer token applications, API approvals — was the only work requiring manual intervention.
