Don’t meet the robust CJIS, NIST, or FIPS standards for data handling
Can’t handle sensitive videos, audio, document, and evidence data securely
Require long procurement cycles that stall innovation and waste resources
Infrastructure and skills evaluation
Agency objective and KPI definition
Phased implementation roadmap
Governance and resource planning
Fairness and bias mitigation frameworks
Privacy and ethical usage guidelines
Accountability and compliance structures
Model documentation and lineage standards
Cloud/On-premises environment assessment
GPU and MLOps platform advisory
AI framework and library selection
Scalable architecture design
Data profiling and cleansing
Feature engineering
Data labeling and annotation
Data validation and pipelines
Bespoke model design and training
Foundation model fine-tuning
Hyperparameter tuning
Robustness and generalizability testing
PoC development and validation
Scoped pilot project execution
User feedback and KPI measurement
Business case for deployment
API and microservice deployment
Systems integration
Edge deployment support
Interoperability and secure data exchange
User training programs
Technical support and troubleshooting
Model performance monitoring
Model retraining and lifecycle management
Unstructured data extraction
Object and facial detection
Audio transcription and analysis
Automated content tagging
Government
State, tribal, counties, and city governments
Education
Public and private institutions for K-12 and higher education
Nonprofits
Heathcare organizations, legal aid societies, and more
