Pricing | VIE + mBedLM

Dual-Track Pricing start local quickly, then scale into enterprise operations.

Local Builder
Free to start, runs on consumer hardware

Enterprise Platform
Full governance and implementation support

Adoption ladder

graph TD
  A[Local builder] --> B[Team path]
  B --> C[Enterprise path]
  A --> D[Quickstart and provider setup]
  B --> E[Operations and governance]
  C --> F[Support and rollout planning]

Choose the operating model that matches your stage.

Track	Best fit	Includes
Local path	Solo builders and small teams	Local runtime, provider configuration, and quickstart onboarding
Team path	Shared internal AI workflows	Operational consistency, response contracts, and rollout discipline
Enterprise path	Governed multi-team environments	Policy-aware routing, implementation planning, and support alignment

What impacts deployment cost

Cost depends on model mix, hardware profile, request volume, and whether you route primarily through local inference, specialist backends, or both.

Budget drivers

Local hardware and quantization level set the baseline cost envelope.
Routing complexity increases as fallback and specialist backend usage grows.
Operational controls lower failure-driven overhead and rework.

Model Mix

Model and hardware profile

Quantization strategy and local hardware determine baseline throughput and operating envelope.

See product layers

Routing Policy

Routing and fallback policy

Primary and fallback route design influences cost consistency under variable provider health.

Explore routing options

Operations

Operational controls

Validation, startup checks, and rollout governance reduce failure-driven operational overhead.

Read operations guidance

Both tracks include provider-agnostic routing, shared-state execution, and a migration path from local to enterprise operations.

Deep Dives

Need implementation depth before rollout?

Explore integration design, runtime operations, and domain workflows from one governed platform narrative.

Integrations Operations Domain Workflows