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Set the model per agent or let auto mode pick

Frontier models from the major labs, open-weight models on our hardware or yours, and your own provider credentials. Set the model per agent, or let auto mode choose on cost and capability.

Model assignment
4 agents
AgentModel · served from
Finance agentFrontierGateway
Operations agentAutoGateway
Support agentOpen-weightYour hardware
Implementation agentFrontierYour provider key

Change a row and the agent keeps its skills, its tools, and its audit trail. Auto picks on cost and capability per call.

How it works

The model is a setting. The agents, the tools, and the audit trail stay the same when you change the model.

  • Model gateway

    Chat and agents reach the model through the gateway. Set the model per agent, or let auto mode choose on cost and capability.

  • Hosted or self-hosted

    We serve open-weight models on our hardware with nothing to provision, or you host them on hardware you control, where the prompts and the records never leave your network.

  • Your provider account

    We set your Anthropic, OpenAI, or Google key on your deployment, and agent usage bills to your existing contract. Enterprise, one provider.

  • Retries

    A rate-limited or timed-out call retries against that model, and a failed agent model retries once on the default.

Match the model to the job

An open-weight model for the routine work, a frontier model for the hard call, and your own hardware when the data cannot leave.

Model per skill
Auto mode
JobPer run
Classify an invoice line
Open-weight model
0.002
Extract a rate table
Open-weight model
0.004
Decide a disputed charge
Frontier model
0.031

The routine classification runs on a cheaper model. The judgement call goes to a frontier model, and the audit trail is the same either way.

Send the routine work to a lower-cost model

Route invoice matching and status questions to an open-weight model, and the analysis that needs judgment to a frontier one. Auto mode makes the call on cost and capability when you do not set one.

Keep the records on your network

Host an open-weight model on hardware you control. The prompts and the records never leave, and the agents work as they do on a hosted model.

Where the model runs
Self-hosted
Served by CommerceShip
Nothing to provision
Your hardware
Prompts and records stay in your network
Your provider key
Usage bills to your existing contract
Endpoint
https://llm.internal.yourco.net/v1
Finance agent · decision 4471
1.56s · 4 tool calls
Read invoice 8841-22
120ms
Fetched contracted rate for the lane
340ms
Compared 14 charge lines
890ms
Opened dispute DSP-1180
210ms
Outcome: dispute filed for $312
Residential surcharge billed at $4.35 against a contracted $2.90, on 12 invoices this quarter.
Every decision opens like this. Systems, agents, and the people working alongside them are recorded on the same timeline, and the kill switch is on it.

Read the decision on any model

The timeline logs the tool calls, the records read, and the policy applied. Change the model and the log reads the same way.

Tell us which models you use today

We'll set the model per agent, put the routine work on a lower-cost one, and self-host if your data has to stay on your network. Or get access and switch models yourself.

AI Models FAQs

Still have questions?