StaxEdge

Capabilities

What we build

Custom software and AI systems for organizations that can't — or don't want to — send their data to a third-party API.

Custom AI Agents

LLM-powered agents that take real action — file documents, draft responses, query systems, route work. Tool-use orchestration, multi-step planning, retrieval-augmented context.

  • Tool-use orchestration & function calling
  • RAG pipelines (embeddings, vector search, reranking)
  • Multi-agent workflows with memory & state
  • Domain-specific fine-tuning

Private & On-Prem AI Deployment

Inference that runs inside your environment. No third-party API dependency for sensitive data. GovCloud-ready, air-gap-capable, fully auditable.

  • Self-hosted open-weight models (Llama, Qwen, Mistral)
  • GPU sizing & deployment architecture
  • Air-gapped & offline-capable inference
  • Replace OpenAI/Anthropic API spend with owned infrastructure

Edge & Real-Time Inference

Detection, classification, and decision systems running on local hardware with sub-second latency. Built for environments where round-tripping to the cloud is not an option.

  • Real-time detection & classification pipelines
  • Sensor-fused inference (vision + RF + audio)
  • Counter-UAS / drone detection (in development)
  • Stream processing & event-driven architectures

Custom Software & Automation

Web apps, APIs, and process automation that integrate AI into the systems your team already uses — not parallel to them.

  • FastAPI / Next.js / TypeScript / Python full stack
  • Postgres, pgvector, Redis, Celery pipelines
  • Workflow automation & legacy system modernization
  • DevSecOps, CI/CD, cloud delivery (AWS / Azure / GCP)

Technology stack

Languages
Python · TypeScript · SQL
Frameworks
FastAPI · Next.js · React 19
AI / ML
Ollama · vLLM · Anthropic · OpenAI · embeddings · RAG
Data
Postgres · pgvector · Redis · Qdrant
Infrastructure
Docker · Cloudflare · AWS · GovCloud-ready
Hardware
Dual-GPU AI lab (RTX 4070 + RTX 5060 Ti, 28GB VRAM)

Looking for a downloadable capability statement?

Federal contracting officers can pull the formatted PDF version of our capability statement here.

Capability Statement →