Dedicated capacity, managed runtime, metered delivery.
A reserved compute pool, an inference stack operated on our side, and output counted at the edge of the pool. Customers buy tokens, not machines.
Explore the Token Factory
Singapore — since 2013
Enterprise AI,
Enterprise AI,
delivered as tokens.
Xpert operates a dedicated, physically isolated compute pool and delivers the output as metered tokens. No capacity to buy, no utilisation risk to carry.
We do not sell compute. We deliver finished output.
AI infrastructure is usually sold as a machine on a calendar. The customer commits to capacity, takes delivery of hardware, and inherits everything that follows — utilisation, scheduling, model serving, version drift, idle hours.
Xpert operates the pool and sells the output. Capacity is contracted, isolated and metered on our side. What reaches the customer is a token count and an invoice that follows it.
Two practices
One company, two ways of delivering technology.
Xpert has built enterprise software since 2013. The Token Factory is the same engineering discipline applied to infrastructure.
Custom platforms, applications and IT operations.
The engineering practice Xpert has run since 2013, serving enterprise clients across Singapore and the region.
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Operating model
How a token reaches you.
Four stages, all of them on our side of the boundary. The customer sees a request, a response and a meter.
01
Capacity
A dedicated, physically isolated pool is reserved for production workloads. No shared tenancy, no noisy neighbours.
02
Runtime
Models are served on our stack: scheduling, batching, autoscaling and version control are handled on our side.
03
Metering
Every request is counted at the boundary of the pool. Consumption is reported per model and per tenant.
04
Delivery
Output reaches the customer over a private endpoint or API, in the shape the application already speaks.
Services
What customers buy.
Token production
Metered inference output for production workloads, billed against consumption rather than reserved capacity.
Managed inference
Models deployed, served, monitored and upgraded on our stack. The customer does not operate a serving layer.
Integration
Retrieval, tooling and application wiring, so model output lands inside the system that needs it.
Regional access
Delivery into ASEAN markets from a Singapore contracting entity, with a single point of accountability.
Infrastructure
Read the infrastructure brief
100%
Physically isolated capacity.
The pool is reserved under a long-term agreement and dedicated to production traffic. Isolation is a property of the deployment, not a setting.
01Capacity reserved, never shared
02Single tenant at the pool boundary
03Metering at the edge of the pool
Track record
A registered company, not a project.
2013
Incorporated in Singapore
13
Years in continuous operation
40+
Client organisations served
03
Software products in market
Request access
Start with a scoped conversation.
Tell us what you intend to run and at what volume. We will respond with a capacity and delivery plan.
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