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Platform · Model Hosting
Choose the hosting posture your estate can defend.
Serve models through Standard, Private, or Sovereign tiers, then bind delivery to the residency, region, and compliance posture your organisation requires.
Explore serving tiers
See residency controls
In the platform
Lumi operates the model estate for you: which models serve each task class is selected, qualified, and kept current by the product team, while your team chooses the guarantees, the serving tier, and where data is processed.
Serving
tiers
3

Standard, Private, Sovereign

Residency mode
ON/OFF
Strict boundary when needed
Frame-
works
5+
GDPR, NIS 2, DORA, SOC 2, HIPAA
Why this matters
AI adoption slows down when hosting is vague.
Teams can tolerate model variety. What they cannot tolerate is uncertainty about where inference happens, whether prompts are retained, which endpoint is serving them, and whether the path stands up to compliance review.
  • Security and risk teams need a hosting model they can explain, not just a model name they can approve.
  • Regulated workloads need region-aware serving, and verifiable conformance on the exact path that serves the workspace.
  • Operations teams need one consistent platform experience across public, private, and sovereign hosting postures.
  • Procurement and legal teams need clearer guarantees around no-training commitments, retention, and contractual control.

Serving Tiers

Three tiers. One governed operating model.
Lumi separates model access from hosting guarantees, so each workload can run with the right level of isolation, residency assurance, and contractual control.

Standard

Fast Access to Qualified Model Serving
Use built-in model endpoints for general AI workloads with a managed, governed serving path.
  • Qualified public and private endpoints
  • Lumi-managed serving path
  • Broad model access
  • Seamless tier changes as requirements evolve
Best for teams prioritizing speed, model access, and fast time to value.

Private

Tighter Control Over Inference And Handling
For workloads that require stronger control over inference, data handling, and regional processing.
  • Controlled inference environment
  • Region-aware serving
  • Contractual no-training commitment
  • Zero data retention
  • Defined serving-path requirements
Best for Sensitive workloads and regulated sectors.

Sovereign

Dedicated Inference With Regional Control
Single-tenant model serving on dedicated capacity in the region you choose.
  • Single-tenant inference
  • Dedicated regional capacity
  • Region-pinned serving
  • Stronger jurisdictional controls
Best for strict data residency or sovereignty requirements.
Benefits

What you gain from a clearer hosting model.

01
Faster approval
Give security, legal, and procurement teams a hosting posture they can evaluate without translating marketing language into control language.
02
Better workload fit
Run general tasks on Standard, sensitive workflows on Private, and jurisdiction-led deployments on Sovereign without changing operating patterns.
03
Cleaner risk boundaries
Match serving behaviour to your organisation’s data handling, region pinning, and compliance expectations with more precision.
04
One platform experience
Keep the same workspace, workflows, approvals, and audit model even as hosting posture changes by estate or use case.
Residency & Compliance
Set where inference runs — and how strictly it stays there.
Model Hosting is not only about access to models. It is about home geography, cloud region, strict residency boundaries, and the frameworks your deployment must satisfy.

Controls in the product

  • Choose a home geography or exact cloud region for the workspace.
  • Turn strict residency on when the selected location must become a hard processing boundary.
  • Use region-aware serving so qualified endpoints align with the selected geography.
  • Map hosting posture to enterprise and regulated-environment requirements.
Home geography
Select the primary geography or cloud region.
Strict residency
Make location a hard processing boundary.
Region pinning
GDPR, NIS 2, DORA, SOC 2, HIPAA
Confor- mance
Verify the exact serving path in use.
Framework-aware from the start

The platform language shown in the workspace ties Model Hosting to real frameworks and operational controls rather than abstract policy statements.

GDPR, NIS 2, DORA
  • Support EU processing expectations through geography selection, qualified regional endpoints, and stricter residency when required.
  • Support resilience and third-party risk reviews with clearer infrastructure and endpoint qualification.
SOC 2 Type II and HIPAA
  • Use audited hosting compliance and tighter serving guarantees where the workspace requires them.
  • Reduce exposure by limiting persistence and keeping serving behaviour aligned to defined controls.
How Lumi presents it
You choose the guarantees.
Give security, legal, and procurement teams a hosting posture they can evaluate without translating marketing language into control language.
Commercial fit
A product page, not a policy annex.
Run general tasks on Standard, sensitive workflows on Private, and jurisdiction-led deployments on Sovereign without changing operating patterns.
Get started
Choose the right serving tier without fragmenting operations
Start with Standard, move sensitive workloads to Private, or scope a Sovereign deployment for
the strongest regional and contractual posture.
Book a demo
Request a conversation
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