The full-stack operating layer for model gateways, Task Intelligence, and Agent OS.
OneAI helps SaaS teams turn raw model access into paid, governed, measurable AI features with model routing, structured outputs, Agent OS handoff infrastructure, API keys, usage visibility, cost controls, and billing-ready operations.
OneAI is the intelligent coordination brain for model routing, Task Intelligence, and Agent OS handoff. OneClaw, bots, external agents, or human operators handle execution.
From model access to commercial AI infrastructure that can sell, measure, govern, audit, and customize intelligence.
One request. Multiple layers of commercial intelligence.
Every AI request can move through authentication, task shaping, routing, cost policy, provider execution, usage tracking, and billing-ready visibility.
OneAI unifies model access, Task Intelligence, Agent OS handoff, and commercial controls into one operable intelligence brain.
One commercial layer above every model, task, customer, and request.
OneAI combines model access, structured workflow intelligence, operational visibility, and commercial controls into one product layer.
Model Gateway APIs
OpenAI-compatible Chat and Messages access with provider:model routing and product-level observability.
Generate Task API
Structured business workflows packaged as stable API contracts instead of loose prompts.
Cost & Policy Layer
Control how AI is used with routing modes, cost guards, tier access, and request visibility.
Preview & Handoff
Generate agent plans, context packets, and handoff contracts while keeping execution outside OneAI.
Commercial Console
Operate AI like a SaaS product with API keys, customers, usage, billing readiness, and analytics.
Four API surfaces. One product-grade AI system.
Use Chat or Messages for familiar model access, Generate for structured Task Intelligence, and Agent OS endpoints for planning, context, and handoff previews.
curl https://oneai-saas-api-production.up.railway.app/v1/generate \
-H "content-type: application/json" \
-H "x-api-key: $ONEAI_API_KEY" \
-d '{
"type": "business_strategy",
"input": {
"goal": "Launch a paid AI feature in 30 days",
"audience": "SaaS founders and product teams"
},
"options": {
"llm": {
"mode": "balanced",
"maxCostUsd": 0.03
}
}
}'curl https://oneai-saas-api-production.up.railway.app/v1/chat/completions \
-H "content-type: application/json" \
-H "Authorization: Bearer $ONEAI_API_KEY" \
-d '{
"model": "openai:gpt-5.2",
"messages": [
{
"role": "user",
"content": "Turn this idea into a commercial AI product plan."
}
],
"max_completion_tokens": 300
}'From first login to paid AI usage in one controlled flow.
The homepage should not only explain OneAI. It should move a new user toward key creation, a first successful request, and a cost-visible production integration.
Sign in, create a server-side API key, and test without touching production code.
Start with business_strategy or content_engine, then move to Pro/Team task contracts.
Track provider, model, tokens, estimated cost, failures, and customer usage from the console.
OneAI returns intelligence and handoff contracts. Execution stays with OneClaw, bots, your system, or humans.
Every request can carry model, token, latency, requestId, cost estimate, and routing trace metadata.
API keys, usage, customers, billing readiness, team roles, audit events, and Agent OS ledger live in one console.
Productize intelligence as reusable business contracts.
Task Intelligence gives your product stable inputs, structured outputs, plan-aware access, and measurable model cost.
Route by business need, not provider lock-in.
Cheap when possible. Premium when necessary. Explicit when customers require it. Observable every time.
The missing bridge between model APIs and monetized AI products.
Calling a model is easy. Turning that call into something customers can buy, trust, measure, and use repeatedly is the hard part.
Built to be more than a pass-through model relay.
Customers do not only worry about model access. They worry about hidden routing, runaway cost, unclear data boundaries, and whether AI outputs are usable inside a real product.
Generic gateways sell access to models. OneAI sells the operating layer that turns models into governed, measurable, task-specific business intelligence.
No black-box routing
Responses expose provider, model, tokens, requestId, latency, fallback state, and estimated cost so teams know exactly what happened.
Task contracts over loose prompts
Structured workflows package repeatable business logic behind typed inputs, stable outputs, tiers, and validation.
Cost-first operations
Routing modes, maxCostUsd, plan limits, usage dashboards, and model pricing help teams prevent AI spend drift.
Execution stays separate
OneAI coordinates intelligence. OneClaw, bots, or your own systems execute actions, keeping the API boundary clear.
Built for builders who need AI to become a product line.
OneAI is useful whether you are shipping your first AI feature or standardizing model access across a growing platform.
For SaaS founders
Launch AI features with keys, usage, model routing, and cost tracking without building the operating layer from scratch.
For AI product teams
Standardize model access, package repeatable workflows, enforce policies, and monitor usage across your product.
For agencies and builders
Turn strategy, content, research, support, and campaign workflows into reusable client-facing AI products.
Operate AI like a serious SaaS business.
OneAI gives you the commercial layer around AI: login, keys, requests, usage, customers, costs, routing policies, plan gates, and billing readiness.
Clear enough for builders. Serious enough for buyers.
Answer the most important product, technical, and commercial questions before users enter the console or docs.
Is OneAI a model provider?
No. OneAI sits above model providers as a commercial infrastructure layer. It helps your product route, govern, package, observe, and monetize AI usage.
Can I keep using OpenAI-compatible requests?
Yes. The gateway supports familiar /v1/chat/completions behavior, plus /v1/messages for Messages-style integrations, while adding provider routing, cost visibility, and operational controls.
What is Task Intelligence?
Task Intelligence turns repeatable business workflows into stable API contracts with defined inputs, structured outputs, access tiers, and cost visibility.
How is OneAI different from B.AI or a generic model gateway?
Those platforms are strongest at model access and payment rails. OneAI includes a gateway, but its higher layer is Task Intelligence: business-ready outputs, cost controls, request visibility, and commercial SaaS operations.
Are the console numbers on this homepage real?
No. The homepage console and system map are product previews. Real usage, cost, request, and customer data should come from the authenticated dashboard.
Build the AI infrastructure your customers can actually pay for.
Start with API access. Add routing, tasks, usage, cost control, customer visibility, and billing-ready operations as your AI product grows.