Everything shown in the AI Assistant and Smart Inbox is built on the same architecture that powers a live analytics infrastructure for a major Dutch public facility. Built and maintained by one person.
Every day at 06:30, AI analyzes yesterday's performance, today's forecast, weather, staff gaps, and open issues. Delivered as a concise briefing to management.
NegBin regression model with 7 segments. Predicts visitors per hour, accounting for weather, holidays, events, and historical patterns. R2 = 0.427.
9 automated checks that validate data freshness, forecast drift, reconciliation, and anomalies before any number reaches the dashboard.
Monitors 619 swim lesson students for attendance patterns, progress stalls, and engagement signals. Flags at-risk students before they leave.
24-point framework that classifies Google reviews, generates proportional responses, and escalates issues. Never defensive, always on-brand.
Internal chatbot with 24 specialized tools. Staff asks questions in natural language, gets answers from live data. Revenue, visitors, staff, energy.
The AI Assistant and Smart Inbox you tried are production-ready implementations of the same technology. Here is the direct translation:
The demos show working examples on real infrastructure, not mockups. And this is just the beginning — the same architecture supports tournament briefings, automated workflows, sponsor reporting, and predictive analytics.