Infrastructure & architecture
Model deployment, integrations, monitoring and operations.
Discuss your task
Possible applications
Local inference, corporate environments and model integration into existing systems are possible applications.
Scope of work
Architecture, sizing, deployment, secret and access management, monitoring and documentation.
Data and prerequisites
Load, data and availability requirements, existing compute capacity and operating procedures.
Integration and deployment
Cloud, your servers, isolated or hybrid environments. External connections and updates are specified explicitly.
How we evaluate results
Load tests, recovery, access boundaries and observability. Acceptance criteria are agreed before implementation.
Before we start
Do we need a GPU?
It depends on the model, workload and acceptable latency. We estimate resources during a pilot.
How do updates work in isolation?
We define approved delivery channels, artifact verification and update procedures without unapproved external connections.
What would you like to solve?
Describe a process or problem. We will discuss an approach, the data needed and the next step.
A formal specification is not required. Tell us what happens today and what you would like to improve.
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