Route with intent
Choose SPARK models, customer releases, or officially connected models by quality target, latency budget, geography, cost ceiling, or data policy—not a fixed endpoint.
More than model access.
Model advantage.
SPARK takes models—including your SPARK releases and approved third-party models—and makes them useful through a proprietary serving, routing, evaluation, and governance system.
Explore the control plane ↓Serve with efficiency
Our inference engine applies batch formation, prefix reuse, cache policy, and memory-aware scheduling under one API.
Improve with evidence
Trace every production decision back to model version, route policy, evaluation result, and cost outcome.
CONTROL PLANE INTERFACE / ILLUSTRATIVEA different path
A different path
for every workload.
POLICY WORKSPACE
DEPLOYMENT PROFILEREFERENCE UIWORKLOAD STATUSPROFILED
EVALUATION VIEWBASELINELOADTAILREVIEW
LATENCY METHODP50 / P95
ECONOMICSCompared
POLICY STATUSDefined
Bring a model, a target,
or a hard constraint.
We will map the serving path, data boundary, and infrastructure design needed to put it into production.
Talk to engineering ↗