From AIDC site selection to 24/7 operations,
professional specs, efficient delivery
Konstra AI is the infrastructure brand of KONST Group. Data center infrastructure and bare-metal compute delivery, from data center build to 24/7 operations.
Compute is becoming enterprise infrastructure
AI now sits at the core of enterprise operations, making compute as fundamental as power and connectivity. Yet most companies still have to manage site selection, MEP systems, cooling, clusters, and operations themselves.
Full-project delivery, or a single stage
Your existing resources set the scope of the engagement. Clients starting from scratch can commission the whole project, with go-live in as little as 4 months. Clients that already have some resources can start at a single stage: procurement, validation, or rental.
- Problem
Specs do not match,
so high-density equipmentcannot find a data center Power per rack, air intake conditions, rack weight capacity, and power distribution type must each be checked against the equipment specs. A mismatch on any one of them usually means reconfiguring entire rows of racks or the site itself, and adjusting settings will not solve it.
GPU ColocationProblemThe workload is clear,
but data center andstaffing gaps remain The size of the workload can already be estimated. What is missing is a site that can carry it: power distribution and cooling for high-power racks, staff on duty 24 hours a day, and site checks before the equipment moves in.
Compute RentalProblemDelivering the equipment does not mean
someone takes over daily operations Transfer of ownership does not mean someone takes over the daily work. Alerts need dedicated on-duty staff, hardware faults need someone to open an RMA and chase it until the parts arrive, and the cluster network needs someone to isolate faulty nodes. All of this begins after go-live.
Data Center OperationsProblemMistakes in high-density data centers
show up onlyafter power-on Traditional data center design experience mostly comes from low power density loads. When it is applied to GPUs at tens of kilowatts per rack, hot spots, airflow short-circuiting, and power distribution problems often appear only after power-on, and fixing them costs far more than adjusting before construction.
Digital Twin4monthsFastest Go LiveApproachFull-project delivery
The hardware configuration is worked out from the investment size. Site selection, build, validation, and go-live operations are all delivered under one contract.
ApproachSingle-stage engagement
If you already have some resources, you can enter at a specific stage, for example by commissioning only hardware procurement, cabling validation, or compute rental.
Konstra AI services
Turnkey delivery of a data center that can take compute loads right away, covering site selection and civil works, MEP planning, environmental control, and GPU clusters.
24/7 on-site staff and remote monitoring, covering monitoring and alerts, fault troubleshooting, and UFM cluster network operations.
GPU bare metal is delivered on year-scale rental terms, or you can place your own equipment in colocation. Capacity and network environment are both ready.
AI data center build
Building and power
MEP and cooling
The data center can support high-density GPUs running at full load
Monitoring system
Track data center faults
GPU cluster build
GPU clusters delivered
Compute Delivery
Bare metal, virtualization and containers, token metering
Digital Twin
Eliminate design errors
Data Center Operations
No in-house operations team needed, and compute runs 24/7 without interruption
Compute Rental
Rent dedicated compute at a lower cost than cloud services
GPU bare-metal rental
Whole batches of dedicated bare metal, full performance
GPU Colocation
Move your own GPUs
Three forms of compute delivery,
chosen by workload type
chosen by workload type
Use bare metal for long-term full-load work, cloud for elastic workloads, and token metering when you only need model capability. Choose any one of the three by workload type, or combine them.
Compute DeliveryBare-metal delivery
Exclusive use of whole batches of GPU servers: physical machines with no virtualization layer, supplied directly on long-term contracts, with full performance available.
Virtualization and container delivery
Virtualized clusters and containerized scheduling: billed by the minute and ready to use on demand, with frameworks and drivers already installed when the environment is provisioned.
Token-metered delivery
Model calls metered by token: one key connects to multiple models, usage is attributed to accounts per request, and quotas are allocated from the top down.
Linking the whole compute value chain
KONST's team takes on every stage, from site selection through build and validated delivery to go-live operations.
- 01Investment structure
- 02Site assessment
- 03Data center build
- 04Cabling validation
- 05Go-live operations
- 06Compute Rental
One KONST delivers every stage of the compute chain
KONST was founded in 2024 and is headquartered in Nangang, Taipei. It operates its own high-power data centers and has delivered several sites in Taiwan and overseas. Its services cover the whole value chain: investment, build, operations, rental, and enterprise adoption.
FAQ
Where can I rent GB200/B300/H100 bare metal in Taiwan?
How long does it take to build an AI data center?
What is KONST's advantage in AIDC?
What certifications and safeguards do KONST's data centers have?
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Still deciding which delivery model fits?
We recommend a delivery model and pricing approach based on your workload and data requirements.