01
Submit the workload
Studio, API, batch, rendering, inference or internal production work.
OWNED FIRST · ELASTIC WHEN REQUIRED
AVANTIQO COMPUTE
Compute that prioritizes the workload, not the infrastructure.
Run inference, rendering, video, batch, Studio and developer workloads through one controlled compute layer. Avantiqo uses owned capacity first and expands only when the job requires more scale or specialist hardware.
OWNED CAPACITY·CONTROLLED OVERFLOW·ONE COMPUTE LAYER
AVANTIQO / COMPUTE FABRIC
OWNED CAPACITY · CONTROLLED OVERFLOW
Priority, hardware need and policy decide where each workload runs.
INFERENCERENDERVIDEOBATCHAPI
HOW AVANTIQO COMPUTE ROUTES WORK
Workload first. Infrastructure second.
Submit the work. Avantiqo evaluates what it needs, keeps suitable execution on controlled capacity first, and opens approved overflow only when necessary.
ROUTING AUTHORITY
Owned capacity is the default path. Specialist hardware and external overflow are explicit routing decisions.
02
Evaluate requirements
Priority, memory, runtime, hardware profile and workload policy are checked first.
03
Use owned capacity first
Suitable workloads are routed to available Avantiqo-controlled hardware before external compute.
04
Expand only when required
Approved specialist or overflow capacity is used only when the workload actually needs it.
WORKLOADS
One compute layer for the work Avantiqo already runs.
01
AI inference
Business intelligence, assistants and model-backed application workloads.
02
Rendering
GPU rendering, compositing and production workloads that need sustained acceleration.
03
Video processing
Generation, enhancement, transcode and post-production pipelines.
04
Batch jobs
Queued data, document, analytics and back-office processing at controlled priority.
05
Developer workloads
API jobs, testing, specialist services and application compute.
06
Creative production
Image, music, voice and media workloads connected to Avantiqo Studio.
CONTROL PLANE
Governed capacity. Controlled routing.
Compute is not treated as a disconnected GPU rental product. Placement, overflow, usage and provider choice stay inside Avantiqo governance.
01
Policy-based placement
Route work by priority, hardware requirement and approved execution policy.
02
Owned capacity prioritized
Keep suitable jobs on controlled hardware first so external spend stays intentional.
03
Approved overflow only
External capacity is a governed exception, not the default execution path.
04
Usage visibility
See where workloads ran, how much capacity they consumed and why they were routed there.
CONNECTED ACROSS AVANTIQO
Compute becomes part of the platform, not another disconnected tool.
AVANTIQO COMPUTE
Make every useful GPU hour count.
Keep important work on the right capacity, keep overflow intentional, and scale without turning infrastructure into another system your team has to manage.