Business Intelligence
Built on Data Vault
Every chart, every insight, every recommendation below is generated directly from Data Vault 2.0 satellite tables — historized, auditable, traceable to source. Without the vault, this analysis is impossible.
This is a quick analytical summary that complements the full Power BI interactive report — a detailed dashboard with drill-downs, filters, and cross-highlights built on the same Data Vault data. Together they give business both the deep-dive capability and the daily automated brief.
Dashboard + AI Summary
Not just charts — AI analyzes trends, detects anomalies, and writes actionable business recommendations. What to stock more, what's declining, which segments need attention.
Delivered to Any Channel
Business doesn't always open dashboards. The summary is sent automatically to Email, Telegram, Slack — wherever your team works. Every morning, no login required.
Only Possible with Data Vault
AI needs clean, historized, single source of truth to produce reliable insights. Data Vault satellites track every change — AI traces every recommendation back to real data. Without it, AI analyzes garbage.
Business Doesn't Hunt for Data Errors
That's not their job. If the pipeline fails, we detect it, we fix it, and we tell business to wait. The report says it honestly — better to pause decisions than make wrong ones in a rush. Finding data issues is our responsibility, not yours.
How It Works
Business receives insights, not data. No need to open dashboards, write queries, or wait for analyst availability.
AI reads the Data Vault and tells you what happened, what's changing, and what to do about it —
delivered to the channel of your choice before your morning coffee.
If a pipeline fails — it happens, and we don't hide it.
The report tells business honestly: data is incomplete, a data engineer is already on it, better to wait.
Business should never have to find data errors themselves — that's not their job. We catch it, we fix it, we let you know when it's safe to decide.
◆ AI Analysis — Latest Period
Generated automatically after each pipeline run. In production, AI analyzes Data Vault satellite data and writes business-ready insights.
Executive Summary
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Key Trends
Issues & Risks
Recommendations for Business
Forecast Outlook
◆ Visual Analytics
Revenue Trend & Forecast
Daily revenue from Data Vault satellites with linear regression forecast. Hatched bars show projected revenue for the next 3 days based on current trajectory.
Orders & Customer Growth
Order volumes (bars) overlaid with unique customer count (line). Healthy growth shows both metrics rising in parallel — if orders rise but customers plateau, it means existing customers are ordering more.
Revenue by Category
Category performance from product satellites joined through link tables. Shows where revenue concentrates and which categories need attention.
Category Trend Over Time
Stacked area view showing how each category contributes to total revenue daily. Watch for categories gaining or losing share.
Top 10 Products
Best-selling products by revenue, traced from order line satellites through product hub. These are the products that drive your business — stock availability here is critical.
Order Lifecycle
Average days between status transitions, tracked from order status satellite history. Shows fulfillment speed at each stage and cancellation timing. Long transitions signal bottlenecks.
Customers by Type
Customer segmentation from customer details satellite. Each segment has different ordering patterns, margins, and growth potential.
Average Order Line Value
Tracked from order line satellites. Stable average value with growing volume is healthy. Declining average could signal discounting pressure or mix shift toward lower-value products.
Why This Only Works with Data Vault
Without Data Vault
- Scattered data across systems — no single truth
- No history — can't detect trends or changes
- AI has less data to rely on — no history, no context, no confidence
- No audit trail — can't verify or trace any insight
- Manual reports — analysts write summaries by hand
With Data Vault
- Single source of truth — hubs, links, satellites
- Full history in satellites — every change tracked
- AI analyzes clean data → accurate, actionable insights
- Every recommendation traceable to source records
- Automated delivery — no human in the loop
Pipeline Alert — Data Incomplete
Today's data load (2025-10-09) did not complete successfully. The numbers below may be incomplete or stale. Please hold off on business decisions until the issue is resolved.
A data engineer has been notified and is already investigating. You will receive an updated report as soon as the pipeline is back to normal.
Example of what business receives if a pipeline run fails
See the live pipeline that powers this analysis