SoundThinking Tech Stack
AI and acoustic gunshot detection platform for law enforcement
SoundThinking operates a multi-product public safety platform anchored on acoustic gunshot detection (ShotSpotter), with newer modules for investigation search (CrimeTracer), case management, resource routing, weapons detection, and license-plate recognition. The tech stack reveals a hybrid cloud-first architecture (Azure, AWS, GCP) layered with real-time signal processing (Embedded Linux, Apache Spark, Databricks) and semantic search infrastructure (Neo4j, RAG), indicating active work on advanced analytics and AI-powered capability adoption. Hiring velocity is accelerating across engineering and support, with leadership-grade positions open, while pain points center on customer retention and platform adoption — typical for mission-critical gov-sector software facing long sales cycles.
Tech Stack 58 technologies
What SoundThinking Is Building
◆Challenges
- Protecting recurring revenue
- Mitigating churn risk
- Increasing platform adoption
- Lack resources for public safety technology
- Complex public-sector procurement cycles
- Performance testing of systems
- Reducing analog smearing
- Improving measurement fidelity
- Improving database schema and performance
- Resolving latency and scaling challenges
▲Active Projects
- Advanced analytics platform
- Ai-powered capability adoption
- Customer outcome measurement
- Qbr and aar execution
- Next-generation acoustic location services
- Crimetracer search engine
- Signal-chain upgrade to reduce long impulse response
- First-article debug of sensor electronics
- Calibration and characterization plans
- Ontology-driven semantic layer design
