Command Centers had no unified perspective. Data arrived from incompatible systems — each with its own schema. The same individual appeared as 'A. Khan' in one system and 'Arif Khan' in another with no linkage. Crowd density sat in one dashboard, personnel deployment in another — making it impossible to detect dangerous mismatches.
Sentinel
Command intelligence layer fusing data from Trinetra, DDMS, E-Maalkhana, and E-CTC into a unified operational reality with entity resolution and anomaly detection.
The Official Challenge
Systemic Architecture
Aggregation
Multi-source ingestion normalizes records from all Vinkura modules into a unified schema. Eliminates manual correlation that consumed analyst hours.
Knowledge Graphs
Entity-linked mapping connects individuals, locations, cases, and evidence into a traversable graph. Cross-system linkage reveals patterns no single system surfaces.
Intelligence
Anomaly detection across fused streams — crowd spikes in under-deployed zones, evidence approaching court dates without forensic return. Cross-system intelligence only.
Accountability
Every command decision logged with the intelligence context that triggered it. Post-operation reviews reconstruct the exact picture the commander operated from.
Operational Outcome
Command centers operated from a unified reality for the first time. Cross-system entity linking exposed invisible relationships. Anomaly detection surfaced risks before they materialized. Decision-making shifted from reactive report correlation to proactive fused intelligence.
Deployment Briefing
Discuss how this architecture can be adapted for your organization's specific operational needs.