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Platform overview

PolyAI’s Agentic Dialog Platform runs production voice and chat agents for banks, hotels, healthcare providers, and other businesses where the agent is expected to resolve the conversation — bookings, billing, claims, escalations — rather than route it to a human. The same platform is available to every team building on PolyAI. Most agents run on Raven, PolyAI’s proprietary LLM: sub-300ms latency, 24+ languages, grounded in your knowledge.

To start from a description, use Studio Assistant. It scaffolds the flows, knowledge, and guardrails from your prompt. To work locally, use the ADK: a CLI, self-serve API keys, and a Git-based workflow. Every change goes to a shareable test environment for validation and stakeholder review before it can be promoted to production.

Surfaces

You can manage the same agent through any of these:

Choose your surface

Agent StudioADKAPIs
Who it’s forNon-technical users, visual workflowTechnical teams, engineering workflowsEnterprises with internal tooling
How you workVisual UI – point and clickCLI and Python – local dev with GitREST endpoints – programmatic control
Best forBuilding and tuning agents interactivelyBulk authoring, version control, CI/CDProgrammatic control, automation
Code requiredOptionalYes (Python)Yes (any language)

An agent built in Studio can be updated through the ADK or APIs, and vice versa.

Platform capabilities

All three surfaces share the same platform capabilities:

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