Use Cases

What You Can Build

Explore Studio widgets, mobile peer integrations, Console control-plane patterns, and custom runtime flows that cover quotas, tracing, vector operations, RAG, and production-grade agent orchestration.

HR Self-Service Widget

Embed a Studio-powered HR assistant into an employee portal for policy Q&A, leave requests, onboarding help, and document routing.

Client SDK

Read implementation guide

Expense Upload & Approval Widget

Let employees upload receipts, extract fields, and submit expense requests through a Studio-powered finance widget embedded in your product.

Client SDK

Read implementation guide

Mobile Peer Embedded In The App

Run a Studio peer directly inside a mobile app so it can answer users and trigger native app actions such as screen navigation, camera capture, and task execution.

Client SDK

Read implementation guide

Website Product Advisor Widget

Embed a Studio peer into a public website to qualify visitors, answer pricing questions, and trigger product actions without building a separate bot backend.

Client SDK

Read implementation guide

Quota-Aware LLM Gateway

Run application traffic through Console with project-scoped quotas, model routing, and request-level visibility for cost control.

Console
Console SDK

Read implementation guide

Vector RAG Operations Control Plane

Operate RAG pipelines through Console by combining file ingestion, vector index management, embeddings, and chat retrieval in one control surface.

Console
Console SDK

Read implementation guide

PromptOps And MCP Tool Gateway

Use Console as the control plane for prompt versioning, secure config storage, and converting OpenAPI specs into MCP and tool endpoints.

Console
Console SDK

Read implementation guide

SRE Incident Response Agent

Build an SRE agent that reads Confluence runbooks, ingests them into Console RAG, searches vector knowledge during incidents, and posts Jira updates through tools.

Agent SDK
Console
Console SDK

Read implementation guide

Agent Development With Tracing

Develop custom agents with Agent SDK and feed execution traces into Console so teams can compare runs, inspect tool behavior, and debug workflows faster.

Agent SDK
Console
Console SDK

Read implementation guide

Autonomous AI Agents

Build agents that plan, execute tools, and deliver structured outputs with full deterministic control and observability.

Agent SDK
Agent Server
Chat UI

Read implementation guide

RAG & Semantic Search

Ingest documents, generate embeddings, and query vector stores through a unified gateway for retrieval-augmented generation.

Console
Console SDK

Read implementation guide

Customer Support Bot

Deploy conversational AI with streaming responses, human-in-the-loop escalation, guardrails, and tool transparency.

Agent SDK
Agent Server
Chat UI
Console

Read implementation guide

AI-Powered Applications

Integrate AI capabilities into existing applications with OpenAI-compatible APIs, provider routing, and type-safe SDKs.

Console
Console SDK

Read implementation guide

Multi-Agent Orchestration

Compose multiple specialised agents that hand off tasks, share context, and collaborate on complex workflows.

Agent SDK
Agent Server

Read implementation guide

Enterprise AI Governance

Enforce guardrails, track usage, manage projects, and observe all AI operations from a single control plane.

Console
Agent SDK

Read implementation guide