From Sketch to Suspect.
AI-Powered Match.
Resemblr bridges the gap between forensic sketches and real photographs. Match composite images against your own databases — fully on-premise, fully GDPR-compliant.
Built for lawful, compliant investigations
Self-hosted facial matching designed to meet the demands of European law enforcement and regulatory standards.
Sketch-to-Photo Matching
Bridge the gap traditional face recognition can't — match forensic sketches and composite images directly against photographs.
AI Face Matching
Advanced neural network engine trained to correlate artistic representations with real facial features across your image databases.
Fully On-Premise
Deploy on your own infrastructure. Connect your own data sources. No data ever leaves your environment — GDPR and EU AI Act compliant by design.
Privacy by Architecture
No centralized face database. No cloud dependencies. Your data stays under your control, meeting the strictest European regulatory requirements.
From sketch to match in three steps
A streamlined workflow that turns forensic art into actionable leads.
Upload a Forensic Sketch
Submit a composite sketch, artist rendering, or any non-photographic facial image as the search reference.
AI Matches Against Your Database
Resemblr's neural network translates sketch features into a searchable representation and runs it against your own connected image sources — entirely on-premise.
Review Ranked Matches
Receive results ranked by confidence score. Compare sketch and photo side-by-side, verify matches, and export findings.
See Resemblr in action
Explore the interface — from uploading a sketch to reviewing matches and monitoring your deployment.
Demo Video Coming Soon
User Friendly GUI
View Full Audit Logs
Live Hardware Monitor
Hardware requirements
Resemblr runs entirely on your infrastructure. Choose a deployment tier based on the size of your image registry.
Small
Up to 500K images
Medium
500K - 2M images
Large
2M - 10M images
Enterprise
10M - 50M images
These specifications are estimates and may vary depending on your specific deployment requirements, data characteristics, and usage patterns. Contact us for a tailored infrastructure assessment.
Part of the NightSight.ai platform
Resemblr is one module in a comprehensive OSINT intelligence suite built for modern investigations.
Signal Intelligence
Real-time monitoring and analysis of digital signals.
Resemblr
Sketch-to-photo facial matching, deployed on your infrastructure.
Web Intelligence
Deep and surface web data collection and correlation.
Ready to deploy Resemblr
on your infrastructure?
Get in touch to request a demo or learn how Resemblr can run on your own systems — fully compliant, fully under your control.
contact@nightsight.ai