AI Implementation
Deploying open-weight LLMs, vector search systems, and custom models inside your VPC. No data egress. Full control.
AI implementation isn't about signing up for another SaaS tool. It's about deploying intelligent systems inside your infrastructure — models that understand your data, workflows that run on your schedule, and pipelines that your team actually controls. We configure the hardware, fine-tune models on your proprietary data, and wire the API interfaces that connect AI to your existing systems. When we're done, you have AI that works the way your business works — not the way a vendor decided it should.
What you get
Private LLM Deployment
Open-weight models (Llama, Qwen, DeepSeek) deployed inside your VPC. No data ever leaves your infrastructure.
Vector Search Systems
Custom embedding pipelines that make your documents, databases, and knowledge bases queryable by AI — in real time.
Fine-Tuning on Your Data
Models tuned on your proprietary telemetry, documentation, and domain knowledge. Generic AI becomes YOUR AI.
API Integration Layer
Clean, documented API interfaces connecting AI models to your existing software — ERP, CRM, custom tools.
Infrastructure Configuration
Hardware sizing, GPU allocation, networking setup — everything optimized for your workload and budget.
Compliance & Security
SOC 2, HIPAA, GDPR-ready configurations. Audit trails, access controls, and data retention policies built in.
The process
Infrastructure Assessment
Evaluate your current cloud or on-premise setup. Identify what's needed to run AI workloads securely.
Model Selection & Testing
Benchmark candidate models against your specific use cases. We pick the right tool for YOUR job, not the trendiest one.
Deployment & Integration
Models, vector stores, and API hooks deployed inside your perimeter. Tested against your real data, not synthetic benchmarks.
Handoff & Documentation
Full documentation, runbooks, and training so your team can maintain and extend the system.
Your data is your moat. Let's keep it that way — inside your walls, under your control.