Small business · North Las Vegas, Nevada
Software, AI, and data systems, engineered to run in production.
P-Nav Systems LLC designs, builds, and operates custom software, machine-learning, and data-processing systems. We deliver documented, maintainable code against fixed milestones, and we stay accountable for it after it ships.
Core competencies
What we deliver
Custom software development
Web applications, services, and tools built to a written requirement, with source code, documentation, and tests delivered to the customer.
NAICS 541511AI and machine-learning systems
Turning models and research code into operable systems: image and data analysis pipelines, multi-model ensembles, evaluation, and monitoring.
NAICS 541512 · 541511Data engineering and pipelines
Automated ingestion, processing, and product generation for large datasets, with status tracking, logging, and reproducible configuration.
NAICS 518210 · 541512Code review and DevSecOps
Independent code review, static and dynamic analysis, CI/CD pipeline design, and practical coding standards for small engineering teams.
NAICS 541519 · 541512Cloud hosting and operations
Deployment, hosting, and ongoing operation of web applications and data services, including automated deployment and health checks.
NAICS 518210Technical training and documentation
Installation guides, user documentation, and hands-on or virtual training so customer staff can operate and extend what we deliver.
NAICS 611420In production
WickScan: an AI image-analysis platform built and operated by P-Nav
P-Nav Systems designed, built, and operates WickScan, a commercial platform launched in 2026. Users upload an image and receive a structured analysis in under 30 seconds. The system is a working example of how we engineer AI systems: independent models checked against each other, results gated on quality, and the whole pipeline automated end to end.
WickScan is publicly available. Evaluators can run it themselves, and no account is required for the demo.
- Image ingestion with automatic type detection across 7 chart types and 25+ source platforms
- Three independent analysis engines per input. Results publish only on agreement, and disagreement is shown to the user
- Quality floor that suppresses weak results instead of reporting them
- Per-user model tuning from labeled outcomes
- Accounts, tiered subscriptions, and payment processing in production
How we work
Built for accountable delivery
Fixed-price, milestone-based
We scope work into deliverables with clear acceptance criteria, so payment follows accepted results.
Open-source first
We use open, well-supported tools, and we deliver source code and documentation the customer can maintain without us.
Careful handling of customer code and data
Non-public code and data stay inside approved environments. We use AI-assisted tools only where the customer has approved them, and every result is verified by an engineer.
Direct access to the principal
Customers work directly with the engineer responsible for the work, not through layers of account management.
Contracting officers and prime contractors
Company data, NAICS codes, and our capability statement are on one page. We welcome sources-sought inquiries, direct awards, and subcontracting partnerships.