Use cases

AI workflows customers can understand, test, and buy.

OneAI gives builders more than model access. It packages common business needs into structured Task Intelligence APIs with clear inputs, outputs, cost controls, and commercial tiers.

Move from calling models to selling reusable business intelligence: strategy, content, support, market decisions, and custom customer workflows.

Faster validation

Turn ideas into structured plans and content without building a custom prompt stack first.

Lower cost risk

Use routing modes and maxCostUsd so every task can be measured and controlled.

Cleaner product integration

Return structured outputs your app can display, store, review, or send to another tool.

Higher-value sales

Move from selling raw model access to selling customer-specific intelligence workflows.

01Free to start

Launch AI SaaS Feature

Ship AI features with a business plan, not just a model call.

Teams know they need AI, but lack a clear launch plan, milestones, risks, and measurable next steps.

business_strategy
Example input
{
  "goal": "Launch a paid AI feature in 30 days",
  "audience": "SaaS founders and product teams",
  "constraints": [
    "Keep it practical",
    "Prioritize fast validation"
  ]
}
Output value
Strategy
Milestones
Risks
Next actions
Success metrics
Best next step: load a similar preset in Playground, then adapt the input contract to your product.
02Free to start

Marketing Content Engine

Turn product ideas into launch copy and reusable content variants.

Product teams waste time rewriting the same launch narrative across posts, hooks, CTAs, and campaigns.

content_engine
Example input
{
  "topic": "Announce OneAI Task Intelligence API",
  "audience": "developers and SaaS builders",
  "tone": "clear and practical",
  "brand": "OneAI"
}
Output value
Angle
Hooks
Posts
CTA
Hashtags
Variants
Best next step: load a similar preset in Playground, then adapt the input contract to your product.
03Pro

AI Customer Support Brain

Generate customer replies with intent, confidence, and next action.

Support teams need fast replies, but raw chat output is hard to govern, audit, or connect to customer memory.

support_brain
Example input
{
  "message": "What is OneAI and how can my product use it?",
  "context": "customer support",
  "customer": "new SaaS builder"
}
Output value
Reply
Intent
Confidence
Suggested action
Memory update
Best next step: load a similar preset in Playground, then adapt the input contract to your product.
04Pro

Market & Decision Intelligence

Create market briefs and recommendations before committing resources.

Teams need to compare markets, competitors, and launch paths without turning every decision into a long research cycle.

market_researchdecision_intelligence
Example input
{
  "product": "Unified model gateway plus Task Intelligence API",
  "audience": "SaaS builders",
  "objective": "Find a practical launch wedge"
}
Output value
Market brief
Competitor angle
Recommendation
Tradeoffs
Risks
Best next step: load a similar preset in Playground, then adapt the input contract to your product.
05Team / Enterprise

Custom Task Intelligence

Package a customer's workflow into a dedicated intelligence API.

Enterprise customers do not want generic prompts. They need workflow-specific inputs, outputs, policy, and rollout plans.

custom_task_designer
Example input
{
  "business": "AI customer support SaaS",
  "workflow": "Classify tickets and draft replies with escalation rules",
  "users": "support agents and customer success managers"
}
Output value
Input contract
Output schema
Policy
Rollout plan
Evaluation criteria
Best next step: load a similar preset in Playground, then adapt the input contract to your product.

Have a workflow that is not listed?

Custom Task Intelligence turns your workflow into a dedicated API: input schema, output schema, routing policy, cost guard, validation, and rollout path.