Sainapse runs inside Ford's own network
Sainapse sits on a dedicated machine Ford provisioned, behind Ford's firewall. It does the same work there that it does in the cloud, across Document Intelligence, Customer Support, and Account Intelligence, routing model traffic through the endpoints Ford approves and connecting to the systems Ford's IT team already operates.
The challenge
A company the size of Ford cannot buy software the way a smaller company can.
Where the data sits, which network the machine runs on, which model endpoints it may call, and how a new vendor gets onboarded all get settled by IT and security before the first person logs in.
Ford wanted those answers and it wanted the same Sainapse everyone else runs, not a cut-down build made to clear review.
What Sainapse delivered
A bare-metal VM inside Ford's network running the Sainapse customer operations platform.
Sainapse-managed services (storage, relational database, vector database, container hosting) can be swapped for Ford-managed equivalents where Ford prefers to host internally.
LLM traffic routes through either a Ford-provisioned endpoint inside Ford's VPC or through Sainapse's Anthropic account, depending on Ford's preference. The whole stack ships SOC 2 Type II and ISO 27001 certified.
What the deployment proved.
Deployment pattern accepted by Ford IT and security
Dedicated VM, scoped outbound traffic, optional internal hosting for every external dependency.
The model endpoint is Ford's call
Ford picks the model endpoint, and Sainapse routes to it.
No separate build for Ford
The Sainapse behind Ford's firewall is the same one that runs in the cloud, so all three workflows run there with no separate build.
What runs behind the firewall.
The same three workflows Sainapse runs for every customer, deployed on Ford's own machine.
- Document Intelligence
Reads and processes documents inside Ford's network, the same pipeline that runs in the cloud.
- Customer Support
Resolves tickets inside Ford's own ServiceNow instance, natively embedded.
- Account Intelligence
Runs on the same dedicated VM as the other two workflows.
- Writing back to Ford's systems
The write layer that reaches ServiceNow and the other systems Ford's IT team already runs.
- Enterprise IT operations at Ford
What this deployment resolves, ticket by ticket, on Ford's ServiceNow estate.
- All customer stories
Named deployments and what they measured.