Where AI Engineering Meets Production Reality.
Custom AI systems, intelligent automation, and production-ready software that actually works. Built by engineers who understand both the technology and the industries we serve.
This is the competitive advantage that CDW and SHI can't match — real engineering capabilities that turn complex problems into automated solutions.
AI, Development & Custom Engineering
Production-grade systems built by engineers who've deployed technology at scale across Fortune 500 companies and mission-critical environments.
30+ Years Experience
AI & Machine Learning Engineering
Intelligence That Reduces Human Effort
We design and build AI-driven automation systems that actually work in production. Custom models, intelligent workflows, and predictive systems across sports & collectibles, energy, manufacturing, and enterprise environments.
Key Capabilities
- Custom AI model development
- LLM integration and fine-tuning
- Automation workflow design
- Data pipeline engineering
- Predictive analytics systems
- Natural language processing
- Computer vision solutions
- Production ML operations
Ready to Build?
Let's discuss your project and how our engineering team can bring it to life.
Custom Software Development
Real Applications, Not Demos
TGE engineers custom applications, platforms, and internal systems that replace manual processes and fragmented tools. Production-ready software built to scale.
Key Capabilities
- Enterprise web applications
- Internal automation tools
- API design and integration
- Database architecture
- Microservices development
- Legacy system modernization
- Performance optimization
- Full-stack development
Ready to Build?
Let's discuss your project and how our engineering team can bring it to life.
Custom Hardware & OEM Engineering
Custom Hardware at National Scale
From custom media players to embedded systems deployed across 2,500+ locations. TGE designs, manufactures, and supports hardware solutions with multi-year operational guarantees.
Key Capabilities
- Custom hardware design
- OEM manufacturing partnerships
- Embedded systems development
- IoT device deployment
- Hardware lifecycle management
- Warranty and RMA support
- Field replacement services
- Multi-year support contracts
Ready to Build?
Let's discuss your project and how our engineering team can bring it to life.
Nationwide Field Operations
Support That Never Stops
We operate nationwide support networks, handling deployment, replacement, and long-term maintenance of hardware systems — with proven multi-year operational contracts.
Key Capabilities
- National deployment services
- On-site installation support
- Hardware replacement
- Remote monitoring and diagnostics
- Preventive maintenance
- 24/7 emergency support
- Long-term lifecycle management
- Proven 5+ year contracts
Ready to Build?
Let's discuss your project and how our engineering team can bring it to life.
Complete AI Capabilities
From generative AI to computer vision, we build intelligent systems that solve real business problems.
LLM & Generative AI
- Custom model fine-tuning
- RAG systems
- Intelligent agents
Computer Vision
- Object detection
- Image classification
- OCR systems
- Quality inspection
Natural Language Processing
- Sentiment analysis
- Entity extraction
- Document processing
- Chatbots & conversational AI
Predictive Analytics
- Demand forecasting
- Anomaly detection
- Optimization algorithms
- Business intelligence
Automation Workflows
- Process automation
- Intelligent routing
- Decision engines
- Workflow orchestration
Data Engineering
- Data pipelines
- ETL processes
- Vector databases
- Real-time processing
Industry-Specific AI Solutions
We don't build generic AI. We engineer solutions tailored to the unique challenges of each industry we serve.
Sports & Collectibles
- Automated grading and authentication
- Image analysis and condition assessment
- Market intelligence and pricing prediction
- Fraud detection and verification
- Inventory management automation
Energy & Oil Operations
- Equipment tracking and monitoring
- Predictive maintenance systems
- Safety monitoring and alerts
- Operational optimization
- Real-time field data processing
Print & Manufacturing
- Workflow automation
- Production optimization
- Quality control systems
- Order management intelligence
- Supply chain optimization
Restaurant & Hospitality
- Menu optimization and pricing
- Demand forecasting
- Inventory management AI
- Custom digital signage (2,500+ locations)
- Customer behavior analytics
Built With Modern Technology
Production-grade technology stack chosen for performance, scalability, and developer velocity.
Cloud AI Platforms
- Google Cloud (Vertex AI, Gemini)
- Microsoft Azure AI (Azure OpenAI)
- AWS (Bedrock, SageMaker)
- Replicate
- Together.ai
- Modal
- Groq Cloud
Foundation Model Labs
- OpenAI
- Anthropic
- Google DeepMind
- Meta AI
- Mistral AI
- Cohere
- xAI (Grok)
- Perplexity
AI Hardware & Acceleration
- NVIDIA
- AMD
- Intel
- Google TPU
- Groq
- Cerebras
Data + AI Platforms
- Databricks
- Snowflake
- Palantir (Foundry, AIP)
- MongoDB
- PostgreSQL
- Redis
- Supabase
- dbt
- Kafka
- Neo4j
Vector Databases & Semantic Search
- Pinecone
- Weaviate
- Milvus (Zilliz)
- pgvector
- Elasticsearch
- OpenSearch
- ChromaDB
- Qdrant
- Faiss
MLOps, Training & Experiment Tracking
- MLflow
- Weights & Biases
- Hugging Face
- TensorFlow
- PyTorch
- ONNX
Agent Frameworks & Orchestration
- LangChain
- LlamaIndex
- Microsoft Semantic Kernel
- AutoGen
- Ray
- Apache Airflow
- LangGraph
- CrewAI
- Haystack
Automation & RPA
- UiPath
- Microsoft Power Automate
- Zapier
- n8n
Developer Platform & DevOps
- GitHub
- Docker
- Kubernetes
- Terraform
- Cloudflare
- Vercel
Voice, Audio & Multimodal
- ElevenLabs
- Whisper
- Twilio
- WebRTC
Product Design & Prototyping
- Figma
AI Observability & Monitoring
- LangSmith
- Helicone
- Arize AI
- Fiddler AI
- WhyLabs
- Evidently AI
From Idea to Production in Weeks, Not Months
Our streamlined development process gets you from concept to deployed production system faster than traditional agencies.
Discovery & Requirements
Deep dive into your business requirements, technical constraints, and success criteria. We define scope, timelines, and deliverables.
Prototyping & MVP
Rapid prototyping to validate core concepts. We build functional MVPs that demonstrate feasibility and ROI before full development.
Production Development
Full-stack development with production-grade code, testing, security, and performance optimization. Built to scale from day one.
Deployment & DevOps
CI/CD pipelines, infrastructure as code, monitoring, and automated deployment. We handle the entire DevOps lifecycle.
Support & Evolution
Ongoing support, feature development, and system optimization. We build long-term relationships, not one-time projects.
TGE Labs: Where Innovation Happens
We don't just build what you ask for — we explore emerging technologies, prototype innovative solutions, and push the boundaries of what's possible with AI and automation.
Our innovation lab is where experimental ideas become production-ready systems. Partner with us on R&D initiatives and gain access to cutting-edge AI capabilities before they hit the mainstream.