Mission-Critical AI Infrastructure & Governance
AAyeAye specializes in building, scaling, and managing machine learning systems with secure, production-ready infrastructure. We partner with government and defense agencies to deliver reliable MLOps platforms, intelligent system architectures, and high-performance data pipelines.
DUNS/UEI
Z1WEHYB7SUG1
CAGE Code
121B4
Business Designations
WHAT WE DO
AI INFRASTRUCTURE & MLOPS
Better AI experiences start with the careful design, integration, and management of complex systems. Optimizing and modernizing ML assets and processes helps organizations deliver 21st-century experiences that save money, create efficiencies, and improve operations.
As a trusted advisor, we enable and empower government agencies and corporations to successfully embrace tomorrow's technology today.
- ● End-to-End ML Systems Architecture & Deployment
- ● MLOps Tooling (Seldon Core, MLFlow, Ray, Argo Workflows)
- ● Infrastructure Automation & Platform Engineering
- ● Streaming & Real-Time Data Engineering
- ● High-Assurance ML Model Monitoring & Testing
- ● Software Development for Intelligent Systems
AI GOVERNANCE & SECURITY
We're equipped to support the most complex missions and handle the most sensitive information. As a part of your team, we work collaboratively to support your staff, operations, and goals. LaunchTech is committed to empowering our customers with solutions that accelerate their missions and instill trust in the communities they serve.
- ● AI Rules Engine & Policy Enforcement
- ● RMF & ATO Automation
- ● Secure, Auditable ML Pipelines
- ● Compliance & Traceability Systems
- ● Open-Source + Custom Integration
- ● Defense-Grade Security Implementation
Why Choose AAyeAye
Proven Excellence in Defense AI
Domain expertise, veteran leadership, and deep technical knowledge combined to deliver secure, compliant AI infrastructure that meets mission requirements.
- Domain Expertise
- 15+ years in infrastructure, ML platforms, and software engineering across enterprise and defense domains.
- Veteran Leadership
- Founder with 15+ years of experience in both the public and private sectors, government and military experience, leading data and ML platform teams.
- Open-Source Integration
- Deep expertise with Kubernetes-native ML infrastructure tools, tightly integrated into existing environments.
- Secure ML Pipelines
- Built with compliance, traceability, and reproducibility as first-class features for government requirements.
What We Build
Our Solutions
Trusted AI systems that serve mission-critical requirements with transparency and accountability.
Defense | Intelligence | Public Sector
Mission-Critical Applications
Real-world deployments where explainability and auditability are not optional.
Explainable Targeting Assistance
AI-powered target identification with full audit trails and reasoning transparency for ROE compliance.
Intelligence Fusion & Analysis
Multi-source intelligence correlation with traceable decision paths and confidence assessments.
Predictive Maintenance
Equipment failure prediction with explainable recommendations and maintenance scheduling.
Risk Assessment Automation
Threat level evaluation with auditable scoring and human-reviewable justifications.
Resource Optimization
Logistics and resource allocation with transparent decision criteria and impact analysis.
Document Classification
Automated document processing with classification confidence and review workflows.
NAICS Codes
Service Classifications
AAyeAye operates under the following NAICS codes for government contracting.
Research & Development
Research And Development In The Physical, Engineering, And Life Sciences (Except Nanotechnology And Biotechnology)
Custom Programming
Custom Computer Programming Services
Systems Design
Computer Systems Design Services
Computer Related Services
Other Computer Related Services
Technical Consulting
Scientific and Technical Consulting Services
Past Performance
Relevant Experience
Proven track record of delivering complex ML infrastructure and platform solutions in enterprise and defense environments.
MLOps Platform Development
Led the transition of the entire organization off SageMaker to Seldon Core + MLFlow, improving performance and reducing costs while maintaining enterprise-grade reliability.
Streaming Data Ingestion Platforms
Architected high-performance streaming data ingestion platforms using Flink, Kafka, and OpenSearch for real-time analytics and decision-making systems.
AI Guardian System
Developed production-ready AI Guardian system for model enforcement and secure logging with compliance features tailored for government requirements.
Neurosymbolic Engines
Designed and implemented neurosymbolic engines for real-time ML model augmentation and override in automotive pricing systems with high-availability requirements.
Service-Disabled Veteran-Owned Business
As a service-disabled veteran-owned business, we build AI systems that uphold the values we swore to defend—trust, accountability, and service. We understand what's at stake when technology serves those who serve.
Ready to Partner with AAyeAye?
Deploy secure, compliant AI infrastructure that meets your mission requirements. Let's discuss how we can support your agency or program.