Services / Private RAG
Private RAG for Enterprise Data
Securely retrieve and reason over your own data with a private Retrieval‑Augmented Generation system that stays entirely within your infrastructure.
How it works
Answers from your own documents
Your documents are indexed on your own hardware. A question pulls the relevant passages from that index, and the local model answers from them.
- Documents are indexed on your hardware
- A question pulls the relevant passages
- The local model answers from them
Who it is for
Teams that use Private RAG
- Data‑centric product teams needing instant, private insights from internal knowledge bases
- Compliance officers who must keep all data on‑premises and audit‑ready
- IT leaders managing hybrid or air‑gapped environments that require secure AI augmentation
What we set up
Everything the system needs, configured and tested
01
Hardware & Architecture
We guide you through selecting the right GPUs, memory, and storage to meet latency and throughput goals, then configure the cluster for optimal performance.
02
Model & Retrieval Stack
We deploy state‑of‑the‑art LLMs and vector databases, fine‑tune embeddings, and set up secure, high‑speed retrieval pipelines.
03
Security & Compliance
All components are hardened, encrypted, and audit‑logged. We integrate with your existing IAM and network controls.
How a project runs
From consultation to handover
01
Discovery & Planning – We assess your data, workloads, and compliance requirements
02
Design & Procurement – We recommend hardware specs and secure procurement pathways
03
Deployment & Integration – We install, configure, and integrate the stack into your environment
04
Handover & Support – We provide documentation, training, and ongoing maintenance
Do you provide the hardware?
No. Clients own their machines. We can, under contract, purchase hardware on your behalf as a proxy.
How is data kept private?
All data stays on‑premises or within your air‑gapped network. No external connections are made.
What compliance standards do you support?
We align with ISO 27001, SOC 2, GDPR, and industry‑specific regulations.
Can it run on air‑gapped systems?
Yes. We design the stack to operate fully offline with secure update mechanisms.
Related services
Often set up together
AI Workstations
We configure high‑performance workstations with GPUs selected for the workload, ensuring optimal local LLM performance.
Learn more
Departmental AI
We deploy AI solutions that operate within specific departments, respecting data boundaries and compliance.
Learn more
Air-Gapped AI
We create isolated AI environments that never connect to external networks, ensuring maximum data security.
Learn more
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