The Dashboard turns the network’s accumulated reporting into patterns, briefings, and evidence. It is built for the agency analyst, the program director, and the grant report that has to be defensible.
Dashboard home — active theaters, index totals, and reporting trends at a glance, with direct paths into reports and investigations.
Explore all reports — filter by region, country, category, hazard type, and date range, then export the result set as CSV.
Report view — the full incident record, with associated reports, analyst notes, safety status, and attached media.
02 — What it does
Built around four things it has to get right.
Cross-source analysis
Aggregates Sentinel reports, Sleuth Net activity, and partner records into one analytical view, so trends that are invisible inside any single source become measurable.
Pattern and hotspot detection
Incident data is examined across time and geography to surface concentrations and emerging trends rather than leaving an analyst to eyeball a map.
Jurisdiction filtering
Views can be scoped to the boundaries an organization is actually responsible for, which is what makes the output usable in an oversight or funding conversation.
Defensible exports
PDF and CSV export for briefings, board packets, grant reporting, and interagency distribution — the formats that decisions actually travel in.
03 — How it works
The path a signal takes.
Enough of the architecture to judge whether we know what we are doing — not enough to hand someone a blueprint.
01
Aggregation
Reporting data is consolidated from across the platform on a scheduled basis, keeping analytical queries off the transactional systems the live products depend on.
02
Analysis
Aggregates are computed over time and geographic dimensions so the interface can stay responsive at reporting scale rather than recomputing on every page load.
03
Presentation
Results render as visual summaries built for interpretation by non-specialists — the people signing off on a program are rarely the people who built the query.
04
Export
Any view can be committed to PDF or CSV, preserving the filters applied so a figure in a report can always be traced back to the query that produced it.
04 — The tech
What it is built on.
Frontend
ReactBootstrap 5Charting layer
Data
FirebaseScheduled aggregation jobs
Export
Server-side PDF generationCSV streaming
Infrastructure
Vercel
Next step
Want to see Sleuth Net Dashboard against your own use case?
