Model service
One model API that understands cross-border commerce
One entry point, quick to connect, with experts helping you go live. Pay as you go.
What you get
One API entry point
Your apps, coding assistants and AI assistants all connect to it, quickly.
Picks the right model for you
Three-tier routing inside: hard questions go to deep reasoning, frequent tasks to faster, cheaper specialist models.
Surrounding services included
Sales channels, ads, ERP, logistics and browsers, called from the same entry point.
Pay as you go
You pay for what you use, and revenue grows with customer usage.
What's inside
Input, processing, output, through one entry point.
- Stores
- Ads
- ERP
- Logistics
- Browser
- Hybrid model gateway
- Deep reasoning
- Specialist models
- Industry knowledge base
- Data feedback layer
- Your app
- Coding assistant
- AI assistant
The model chooses tools, calls skills and calls agents on its own.
A complete answer
QThis ASIN's ad spend is up 40% over the last two weeks and orders have barely moved. How should we adjust the ads?
- 1Tool use
Calls the OneBase ad query for the last four weeks of campaigns and search-term detail
- 2Tool use
Calls an external tool for competitor traffic and bids on core terms and confirms competitors did not raise prices
- 3Judgement
Judges it a spend-structure problem: impressions are steady and the excess sits on a few broad terms
- 4Judgement
Rules out competitors and separates working terms from money-burning terms by conversion, not clicks
- 5Result
Negates 3 money-burning terms and lowers bids on 2 campaigns, bringing ACOS back inside the target; bid changes need human approval
Three easy steps to connect
No need to rebuild your business. Our experts help the whole way.
- 01
Get your key
We set up your account and API key. You pay for what you use.
- 02
Connect the entry point
Experts help connect your systems, coding assistants or AI assistants to the same entry point.
- 03
Start using it
The model picks tools, calls skills and calls agents, and the result lands back in your app.
Why it is stronger
Benchmark
Measure models on real business tasks. A task passes only if every criterion passes.
Learn more →Data flywheel
Real business comes with questions and answers, so every version gets sharper.
Learn more →Security
- ✓Data isolation with no shared state across accounts
- ✓Every action on record and auditable
- ✓High-risk actions need human approval
Frequently asked questions
What does OneportAI do?+
We provide a vertical model API that understands cross-border e-commerce, plus agents that cover work from product research to cash recovery, with experts helping you go live.
Is it hard to connect?+
No. There is one API entry point, you do not need to rewrite your business, and our experts help with the integration throughout.
Is my data safe?+
Yes. Each store runs in its own environment with no state shared across accounts. Every operation is logged and auditable, and customer data is used as agreed.
How are you stronger than general models?+
We understand the business. Our tasks come from private business data and are scored by rubrics written by cross-border experts; a task passes only if every item is right. See the benchmark.
Could the agent act on its own and cause harm?+
No. Low-risk actions run directly, medium-risk ones become drafts first, high-risk ones need human confirmation, and every action can be replayed.
How do we start, and how is it priced?+
We get your most painful step running first, then expand the chain together. The model service is pay-as-you-go: you pay for what you use.