CAPABILITY 01
AI & Machine Learning
Design and implementation of production-focused AI systems that improve information access, automate workflows, support decision-making, and unlock value from complex data.
The problem
Agencies need to apply rapidly changing AI capabilities while maintaining accuracy, security, traceability, and dependable operations.
What PRYNET provides
PRYNET designs AI solutions around operational workflows, with evaluation and production operations considered from the outset.
Specific services
- Generative AI and LLM applications
- Retrieval-Augmented Generation (RAG)
- Agentic AI and workflow automation
- Recommendation systems
- Natural language processing
- Computer vision
- Machine-learning model development
- Model evaluation and monitoring
- MLOps and production deployment
- Responsible AI engineering
Approaches
- Evaluation-driven development
- Human-centered workflow design
- Retrieval and knowledge architectures
- Model and system observability
Expected outcomes
- Faster access to complex information
- More efficient repeatable workflows
- AI systems designed for measurable, monitored use
Applicable classifications
NAICS 541511NAICS 541512NAICS 541690