SoundThinking Tech Stack
Acoustic gunshot detection and investigation platform for law enforcement
SoundThinking operates a public safety software suite anchored by acoustic gunshot detection (ShotSpotter), complemented by investigation and resource-routing tools. The tech stack reveals a company transitioning from traditional analytics toward AI-native operations: heavy use of PyTorch, TensorFlow, and LLaMA alongside newer orchestration tools (Airflow, Dagster, dbt) signals an active shift to real-time ML pipelines and data governance. Active hiring is weighted toward engineering and data roles—reflecting investment in model development and system scalability—while pain points around model governance, responsible AI compliance, and acoustic system monitoring indicate the core challenge: deploying surveillance-grade ML in a regulatory and public-trust environment.
Tech Stack 64 technologies
What SoundThinking Is Building
◆Challenges
- Improving measurement fidelity
- Migrating legacy systems to cloud
- Ensuring data integrity and security
- Minimizing latency and spend
- Scalable, secure ai
- Model governance practices
- Responsible ai compliance
- Monitoring acoustic surveillance systems
- Reporting system errors
- Continuous irc operations
▲Active Projects
- Law enforcement search engine and advanced analytics platform
- Ai/ml data labeling pipeline
- Fixture build-out
- Data quality and governance framework
- Advanced ml model development
- Mlops pipeline implementation
- Ai technical roadmap creation
- Safetysmart product
- Ai adoption in public safety
- Develop outcome measures for safepointe system
Hiring Activity
Department
Seniority
Notable leadership hires: Sales Director
