Private AI · Saudi Arabia & the Gulf
Powerful AI, without giving up your data.
We design, build, and operate private AI systems — assistants over your confidential documents, self-hosted or private-cloud models, and gateways with real access control — matched to what your data actually requires.
Technology-agnostic·PDPL-aware·Bilingual EN / AR
reference architecture — hybridfig. 01
Approach
The right boundary is different for every workload.
We are not a local-LLM installer. We start from your data sensitivity, compliance needs, and budget — then place each workload where it belongs.
Advisory
Readiness audits, architecture reviews, and model selection — with honest trade-offs, not ideology.
Build
Secure RAG assistants, private coding tools, and AI gateways — deployed into your infrastructure, owned by you.
Operate
Monitoring, evaluation, security patching, and cost optimization — ongoing, with clear SLAs.
// when a controlled cloud API beats self-hosting, we say so — and show the numbers
Services
What we deliver
Private AI architecture & readiness audit
Where your data flows today, what an AI system would touch, and a prioritized roadmap you can execute with us or without us.
Secure knowledge assistants & RAG
Internal assistants over your documents and knowledge bases — with permissions that mirror your organization's, not a flat copy everyone can query.
Self-hosted & private-cloud LLM deployment
Model serving sized to real usage: on-premise GPU or private VPC, quantized where it makes sense, benchmarked before anyone signs off.
AI gateways: policy, redaction, audit
One controlled path for every AI call in the company — access control, PII redaction, full audit log, and per-team cost visibility.
Model evaluation & selection
Structured benchmarks on your own tasks in Arabic and English — so the choice is evidence, not a leaderboard screenshot.
Operate & optimize
Ongoing support: monitoring, drift and regression checks, security updates, and cost tuning as usage grows.
Principles
How we make decisions
- 01
Agnostic before anything
No stake in any model or vendor. If a properly-contracted enterprise API is the safer and cheaper answer for a workload, that is what you'll hear from us.
- 02
Privacy is an architecture, not a checkbox
Access control, logging, redaction, and governance are part of day-one design — never a retrofit after the demo impresses.
- 03
Practical beats ideological
Working, secure, maintainable systems — measured against your team's ability to operate them after we leave.
- 04
You own what we build
Infrastructure in your accounts, code in your repositories, documentation your engineers can actually use. No lock-in by design.
Compliance context
Built for the Saudi regulatory environment
We design with PDPL data-protection obligations in mind and can align deployments with NCA Essential Cybersecurity Controls where your sector requires it.
- PDPL
- Data-flow mapping, minimization, and residency choices that respect personal-data disclosure rules.
- NCA / ECC
- Deployment patterns and controls that map to Essential Cybersecurity Controls for critical entities.
- Arabic-first
- Systems evaluated on Arabic and English equally — retrieval quality, tokenization, and generation.
Contact
Tell us where your data lives. We'll take it from there.
A short call to understand your goals, your constraints, and what a first engagement would look like.
This form sends your message to our own database — not to a third-party marketing tool. We use it only to reply to you.