OnDemand

OnDemand란 무엇인가요?

OnDemand is an AI platform that combines agent building, model integration, workflow automation, and developer APIs in one system. The site describes it as a Platform as a Service powered by RAG AI technology and as a command center for building, deploying, and scaling AI agents on demand.

Its public product pages emphasize two complementary paths: no-code tools for experimenting and assembling agent workflows, and API-based services for applications that need chat, media, speech, or custom model inference. The platform also supports bring-your-own model and bring-your-own inference setups, which makes it relevant for teams that want to connect existing systems rather than start from scratch.

OnDemand(으)로 무엇을 할 수 있나요?

Interactive AI Playground

Use the no-code Playground to test agents, adjust model parameters such as temperature or stop sequences, and inspect responses live before deployment.

Visual workflow design

Build multi-step automations visually with Agent Flow Builder, which uses directed acyclic graphs to orchestrate LLMs and agents.

Agent marketplace

Access an Agent Marketplace with prebuilt agents, modular agent tools, and linked agent flows that can be deployed with minimal setup.

BYOM and BYOI support

Connect bring-your-own models and inference endpoints so custom models can run inside the platform with secure integration controls.

Multiple API surfaces

Use platform APIs for chat, speech, media, and custom model inference, including text-to-speech, speech-to-text, and media analysis.

Code export and debugging

Generate code snippets in Python, JavaScript, or cURL and inspect request logs with Debug Mode for implementation and troubleshooting.

사용 사례

“Rapid agent prototyping”

Prototype an agent in the Playground, tune its behavior, and inspect live responses before moving it into a production workflow.

“Workflow automation”

Assemble multi-step automations in Agent Flow Builder when a task needs several model calls, linked agents, or structured orchestration.

“Product integration”

Expose chat, speech, media, or custom inference capabilities through APIs when building an application that needs AI features inside an existing product.

“Custom model deployment”

Run models through bring-your-own inference or deploy Hugging Face models on dedicated GPUs when the team wants more control over model hosting and execution.

“Reusable agent components”

Adopt prebuilt agents or modular tools from the marketplace when a team wants to move quickly without assembling everything from individual components.

자주 묻는 질문

What is OnDemand?

OnDemand is a platform for building, deploying, and using AI agents, models, workflows, and related tools. The site also describes it as a PaaS powered by RAG AI technology.

How do teams use the platform?

The source shows a no-code AI Playground for testing agents, adjusting model behavior, and visualizing outcomes, along with visual Agent Flow Builder tools for DAG-based workflow design.

What kinds of capabilities does it include?

The product page describes prebuilt agents, custom agents, agent tools, agent flows, Bring Your Own Model (BYOM), Bring Your Own Inference (BYOI), and APIs for chat, media, and speech.

Is pricing published on the site?

The pricing page provided in the source set does not show concrete plan names, prices, or limits, so the public pricing structure is not clear from the available copy.

Are there any usage limitations?

The terms page says users should not rely on output without independent verification and notes that beta or experimental features may change or be removed without notice.