AI Self-Hosting & Private AI Infrastructure
Deploy private AI on your infrastructure. Reduce costs, protect data, avoid vendor lock-in. Real production code, 100% ownership, ready on day one. From $5,000.
- 1Audit your AI requirements
- 2Select the right AI models
- 3Deploy secure infrastructure
- 4Connect internal systems
- 5Train your team
The reasons Private AI projects stall — and how we fix each.
Our legal team blocked OpenAI — no data leaves our perimeter.
Fully on-prem or VPC deployment with zero outbound calls to public model APIs.
Our AI spend is unbounded and growing 30% MoM.
Self-hosted open-weight models cut per-token cost by 5–20× at typical volumes.
Vendor lock-in scares us — what if OpenAI changes pricing or terms?
Open-weight stack means you can swap models in a weekend, not a quarter.
We don't have ML/infra people to run this.
We deploy, document, and train your team. Optional retainer if you want us to keep operating it.
Three packages. One transparent price.
Fixed scope. Milestone billing. If we miss a milestone, you don't pay for it.
Assessment
Know what private AI actually costs you.
Best for: Teams blocked by privacy or cost from using public AI.
A clear technical + financial plan to deploy private AI on your terms.
- Use-case + data audit
- Model selection benchmarkLlama, Mistral, Qwen, etc.
- Infra options costedCloud GPU vs. on-prem vs. hybrid.
- Privacy & compliance review
- Roadmap + fixed quote for build
- Deployment
- Application layer
- Training
- • Technical decision doc
- • Cost model spreadsheet
- • Roadmap & quote
Deploy
Private AI live behind your firewall.
Best for: Teams ready to run a private model for one or two use cases.
vLLM/Ollama stack, RAG on your documents, web UI behind SSO.
- Everything in Assessment
- Self-hosted inference stackvLLM, Ollama, or TGI.
- RAG on your datapgvector or Qdrant, in your VPC.
- Web UI behind SSO
- Usage + cost dashboard
- Backup, scaling & monitoring runbook
- Team enablement session
- 30 days post-launch hypercare
- Fine-tuning
- Multi-region HA
- Custom agents
- • Private AI deployed in your env
- • RAG index + ingestion pipeline
- • SSO-protected UI
- • Runbook + monitoring
Sovereign
Full private AI platform under your control.
Best for: Regulated industries, governments, and enterprises with strict data residency.
Multi-model platform, fine-tuning, HA, audit logs, full observability.
- Everything in Deploy
- Multi-model servingRoute per task, A/B by cost.
- Fine-tuning / LoRA pipeline
- Multi-region HAActive/passive with failover.
- Audit logs + RBAC + SSO
- Eval & regression suite
- Security review + pen-test prep
- Dedicated squad
- 90 days post-launch retainer
- • Sovereign AI platform
- • Fine-tuning pipeline
- • Audit + security report
- • 90-day retainer
Not sure which package fits? Get a personalized recommendation in 90 seconds.
From kickoff to live, step by step.
Predictable phases. Weekly demos. You see progress every Friday.
- Day 0–3
Audit & objectives
Privacy constraints, current AI spend, target latency, and the workloads that matter most.
- Week 1
Model & infra selection
Benchmark candidate models on your tasks; cost the infra options; pick the stack that hits accuracy at the lowest TCO.
- Build
Deploy in your environment
Inference + RAG + UI provisioned in your VPC or on-prem. Backups, monitoring, and scaling tested before go-live.
- Launch
Hand over + enable
Runbook walkthrough, team training, and a live failover drill. Your team owns it from day one.
- Post-launch
Tune & evolve
30–90 days of accuracy tuning, cost reductions, and the next model evaluation as the open-source frontier moves.
Built for the people who actually ship.
Legal & professional services with confidential client data
Healthcare orgs under HIPAA / GDPR
Government & public-sector teams
Financial services with data-residency mandates
Hospitality groups protecting guest data
Enterprises tired of unbounded OpenAI bills
How we compare to the obvious alternatives.
| VYANIS private AI | OpenAI / Anthropic API | Azure OpenAI | Roll your own | |
|---|---|---|---|---|
| Data leaves perimeter | Never | Yes | Microsoft tenant | Never |
| Per-token cost at scale | Very low | High | High | Low (if you know how) |
| Time to live | 2–8 weeks | Hours | Days | Months |
| Vendor lock-in | None | High | Medium | None |
| Model swap effort | Hours | N/A | Limited menu | Variable |
| Compliance (HIPAA/GDPR/gov) | Easy | Hard | Possible | Possible |
Proven tools, hireable everywhere.
We pick tools so you're never stuck because we got fancy.
Real problems we solve with Private AI.
Private AI questions, honestly answered.
Still unsure? Book a 30-minute strategy call — no obligation, no sales fluff.
Ready to ship Private AI?
Send us your idea today. Get a fixed-scope proposal in 48 hours. Start within 1 week.