See the differences before you commit
Model families, capacity forms, and execution environments are not interchangeable. You see where each boundary falls before implementation begins.
About Edgeweigh
One team answerable for the whole system.
Model access, GPU capacity, agent sandboxes, and the engineering that connects them, under one working relationship.
Why we exist
The hard part is not one component.
Model and agent systems cross several technical boundaries. A model choice affects application behavior. Capacity decisions affect continuity. Tool-using agents need explicit execution and network boundaries. The process itself changes after launch.
When each boundary is bought separately, your team is left as the only party who can make the whole system cohere. Edgeweigh holds those decisions together, so that responsibility sits with one team rather than with you.
How we work
Begin with the work, then place the infrastructure.
An engagement starts with your workload, your business process, and the decisions that matter inside it. Model behavior, capacity form, sandbox boundaries, and engineering responsibility follow from that definition.
You can take the whole system or a single service. Either way the responsibility boundary stays clear, and the same team stays with the account as the work changes.
Operating principles
Clear boundaries. A person on the other side. Responsibility that continues.
Scope the work before opening an account
A person goes through the company, the workload, and what it has to run against. The account that opens is the one the work actually needs.
Keep the same team after launch
Systems change with models, workloads, and business processes. The team that designed yours is the team you reach when it does.
Ready to work with one responsible team?
Tell us what you plan to run and which services you need. A member of the team replies within one business day.