Finance
Transaction data and client secrets stay in-house.
transaction data, client secretsCUSTOM ON-PREMISES
AI SERVER SYSTEMS
An AI server built for your organization. Your data never leaves the building.
From hardware planning to local LLM deployment, from RAG architecture to access control: a turnkey system. We don’t stop at the demo — we ship to production.
From hardware planning to local LLM deployment, from RAG architecture to access control: a turnkey system.
FREE DISCOVERY WORKSHOP · NO PAYMENT BEFORE SCOPE IS FIXED
COMPANY PERIMETER → DATA NEVER LEAVES THE BUILDING · NO EXTERNAL API REQUIRED → DATA NEVER LEAVES THE BUILDING
SYSTEM CARD — SAMPLE SETUP (MID-SIZE) PRODUCTION-GRADE
HARDWARE 2×GPU (48 GB VRAM) · 128 GB ECC · 8 TB NVMe 2×GPU · 128 GB · 8 TB NVMe MODEL open-weight — Llama / Qwen / Mistral class Llama / Qwen / Mistral class RAG company documents · vector search · reranker documents · vector search ACCESS role-based · SSO/LDAP · audit trail role-based · audit trail MONITORING 24/7 · 99.9% uptime target 24/7 · 99.9% target
EVERY SYSTEM IS DESIGNED TO ORDER — SAMPLE CONFIGURATION
WHO IT’S FOR
For organizations whose data can’t leave.
GDPR / KVKK obligations, trade secrets, regulation: every organization that must keep its data in-house arrives with the same need. The system runs on your own infrastructure — your data stays in Türkiye, your system stays under your control.
Healthcare
Special-category personal data never leaves the building.
special-category dataLegal
Case confidentiality and client privilege are preserved.
client privilegeManufacturing
Trade secrets and process knowledge stay inside.
trade secrets, process knowledgePublic Sector Suppliers
Regulatory and local-sourcing requirements are met.
regulation, local sourcingYour data stays in Türkiye, your system stays under your control.
ARCHITECTURE
Five layers. One perimeter.
Every layer is planned separately and deployed together. We use your existing server, or we plan the hardware together.
// sample technical spec gpu: 2× 48 GB VRAM class ram/disk: 128 GB ECC · 8 TB NVMe RAID llm: open-weight, adapted to your organization vector db: on-premises auth: SSO / LDAP integration
// sample technical spec gpu: 2× 48 GB VRAM class llm: open-weight, adapted auth: SSO / LDAP
COMPANY PERIMETER — DATA NEVER LEAVES
05 Security & Access ROLES · LOGS · AUDIT TRAIL 05 SECURITY & ACCESS
04 Agents / MCP WORKFLOWS · TOOLS 04 AGENTS / MCP
03 RAG / Data DOCUMENTS · VECTOR SEARCH 03 RAG / DATA
02 Model — Local LLM SELECTION · ADAPTATION · VERSIONS 02 MODEL — LOCAL LLM
01 Hardware — GPU Server PLANNING · SETUP 01 HARDWARE — GPU SERVER
PROCESS — THE PRIME METHOD
DURATIONS FOR A TYPICAL PROJECT TYPICAL DURATIONSFrom discovery to production, step by step.
Discovery
→ SCOPE DOCUMENT
→ FIXED-PRICE QUOTE
1-2 WEEKS · SCOPE + FIXED PRICE
Prototype
→ A WORKING POC,
WITH YOUR OWN DATA
2-3 WEEKS · WORKING POC
Integration
→ CONNECTED TO YOUR SYSTEMS,
SECURITY-LAYERED SETUP
2-4 WEEKS · SECURITY-LAYERED
Production
→ LOAD TESTING + MONITORING
+ GO-LIVE
1-2 WEEKS · LOAD TESTING + MONITORING
Evolution
→ MEASUREMENT, IMPROVEMENT,
NEW CAPABILITIES
ONGOING · MEASUREMENT + NEW CAPABILITIES
WHAT WE DELIVER
Your documents are indexed on your own servers, the model runs inside your infrastructure, and access is restricted by role. The data never leaves your servers.
DATA ISOLATION · ROLE-BASED ACCESS
FAQ
01 Which models run on-prem?
Current open-weight models, including the Llama, Qwen and Mistral families. Selected for your needs, adapted to your data.
02 Is it compliant?
The system runs on your own infrastructure; data never leaves. The architecture is designed around your regulatory obligations (GDPR, KVKK, sector rules).
03 Who provides the hardware?
Two paths: we use your existing servers, or we plan the hardware together.
FLAGSHIP
Every system is designed for your organization — get a quote.
Custom quote
- Discovery workshop
- Architecture design
- PoC (2-3 weeks)
- Production deployment
- Training + monitoring
No payment before scope is fixed.
YOUR MOVE
From demo to production.
No slide deck required. 20 minutes. The rest is up to you.
No slide deck required. 20 minutes.