Managed AI infrastructure · APAC
Private AI deployment, managed from supplier selection to production.
SAMCOR helps AI agencies and growing companies deploy fine-tuned and open source models on verified APAC infrastructure. We handle supplier vetting, deployment coordination, monitoring, billing, and compliance records — so your team does not have to.
What we take off your plate
Your team ships. We manage the infrastructure.
Running private AI in APAC means sourcing GPU suppliers, coordinating deployments, watching uptime, managing invoices, and producing compliance records. We do all of it.
Supplier sourcing
We identify verified APAC infrastructure partners matched to your region, GPU, workload type, and support requirements. No cold calls to unknown providers.
Deployment coordination
We move your model into a private inference environment without forcing your team to manage vLLM, Docker, networking, or supplier onboarding from scratch.
Monitoring and support
We track uptime, latency, incidents, supplier responsiveness, and pilot status. You see one live view — not five separate dashboards.
Cost and compliance records
We provide quote line items, supplier trust attestations, data residency notes, and deployment documentation ready for audit.
Who we work with
Built for production AI teams that need more control.
SAMCOR is not for everyone. Here is how teams typically qualify.
Best fit for teams that:
Before vs. after
What changes when SAMCOR is running the infrastructure.
The gap between "we found a GPU provider" and "we have a production deployment" is where most teams get stuck.
When to use what
OpenAI is great — until your model, data, or cost structure no longer fits.
Use public APIs for standard workloads. Use SAMCOR when you need to run a fine-tuned or open source model in APAC, control the deployment region, manage supplier risk, and get predictable monthly infrastructure costs.
Public APIs
- Standard models, fast to start
- No infrastructure management required
- No custom or fine-tuned models
- Data leaves your region
- Costs unpredictable at scale
Hyperscalers
- APAC regions available
- Broad tooling ecosystem
- Heavy engineering lift to configure and maintain
- GPU availability not guaranteed
- Bills nobody fully understands
SAMCOR
- Verified APAC suppliers only
- Fine-tuned and open source models
- One accountable operator, not five vendors
- Predictable monthly cost and billing
- Compliance packet included
How to start
30-day managed inference pilot.
We do not do open signups. We take a limited number of qualified engagements each quarter and work with each team directly.
Apply and qualify.
Tell us about your model, workload, region, and monthly compute spend. We confirm fit within 3 business days.
Supplier matching.
We build a verified shortlist of APAC infrastructure options matched to your GPU, region, and support requirements.
Deployment coordination.
We coordinate your model into a private inference environment and monitor the first 30 days of production.
Pilot report and scale plan.
At day 30 you receive uptime data, cost analysis, supplier scores, and a clear recommendation on how to scale.
Limited availability · Q2 2026
Ready to move from fragmented infrastructure to a managed deployment?
Apply for a managed inference pilot. We review applications weekly and confirm fit within 3 business days.