Use Cases
Focused, security-first applications. We prioritize mission-grade problems where acoustic intelligence closes real sensing gaps.
These are representative deployments, not the boundary of the platform. Additional sound classes and domains are shared as proof gates clear.
Where SGI Fits Best
Works in degraded/adversarial environments
Edge-native by design (cloud optional)
Signature-level interpretation (not generic audio classification)
Measurable operational outcomes
Clear validation pathway (test → field → acquisition)
Defense and National Security
Counter-UAS and Swarm Environments
Problem: Low-cost drones and swarms can saturate sensing and response systems.
SGI provides: Detect and classify non-speech acoustic signatures at the edge, producing cues that integrate into existing workflows.
Publishable outputs: Detection / classification / directional cues (where publishable)
Status: In validation / NDA artifacts available
Perimeter and Forward-Deployed Monitoring
Problem: Persistent monitoring can be costly and difficult to sustain in complex environments.
SGI provides: Deployable edge nodes for event detection and anomaly cueing, producing cues that integrate into existing workflows.
Publishable outputs: Event detection / alerts / mapped activity (bounded claims)
Status: In validation / NDA artifacts available
Tactical Situational Awareness
Problem: Teams operate with incomplete awareness in cluttered environments.
SGI provides: On-device interpretation of acoustic events to complement other sensors and support faster, higher-confidence awareness.
Publishable outputs: Cueing / alerts / classification (bounded claims)
Status: In validation / NDA artifacts available
Acoustic sensing for situational awareness and threat detection in degraded environments where vision or RF can’t be relied on.
Homeland Defense and Critical Infrastructure
Continuous acoustic monitoring for high-consequence environments where false alarms and missed signals both carry cost.
Critical Infrastructure Protection
Problem: Facilities face intrusion, tampering, and operational anomalies.
SGI provides: Detect abnormal acoustic patterns tied to events, equipment, or access attempts, producing cues that integrate into existing workflows.
Publishable outputs: Anomaly detection / event classification / alerts
Status: In validation / NDA artifacts available
Border and Remote Corridor Monitoring
Problem: Large areas, limited coverage, high noise variability.
SGI provides: Acoustic intelligence as a coverage multiplier for remote zones, producing cues that integrate into existing workflows.
Publishable outputs: Detection / classification / cueing
Status: In validation / NDA artifacts available
Trust Infrastructure (Voice + Deepfake Defense)
Real-time authentication and deception detection designed for integration, not demos.
Voice Authentication for High-Risk Transactions
Problem: Voice channels are high-value targets for fraud and impersonation.
SGI provides: Signature-based verification and real-time deepfake defense designed for integration into existing trust and fraud workflows.
Deployment model: SDK/API or on-prem (public-safe phrasing)
Publishable outputs: Risk scoring / verification cues / anomaly flags (bounded claims)
Status: Proven / In validation (as applicable)
Call Center Fraud and Account Takeover
Problem: Synthetic audio and social engineering scale faster than human review.
SGI provides: Detect deception indicators in real time and surface verification cues that integrate into existing workflows.
Publishable outputs: Risk flags / verification triggers
Status: In validation / NDA artifacts available
Commercial Extension (Post-Validation)
SGI is dual-use. Federal validation is the first proof gate. Commercial deployments follow once proof gates clear and deployment patterns are confirmed.
SGI is built to integrate into existing systems as an edge-native acoustic intelligence layer.
Financial services and payments
Enterprise identity and trust
Security operations and monitoring platforms
Disclaimer: Specific commercial pilots and artifacts are available under NDA.
Integration and Deployment
Edge-native first, cloud-optional
Designed to complement existing sensor stacks (not replace them)
Works as a cueing layer: detect → classify → trigger next action
Technical depth available under NDA
Request Evaluation
If you are evaluating SGI for validation, integration, or acquisition pathways, request the evaluation brief.