Kakao vs Typeface

Conversational AI mate ('Nana' for one-on-one chats, 'Kana' for groups) that remembers context, summarises conversations and sets reminders inside a messenger.

On-device AI agent inside KakaoTalk that reads conversation context to brief users on schedules mentioned in chats, surface recommendations, and find places on request.

Kakao-operated Model Context Protocol platform where developers register MCP servers and users bundle up to ten of them into a toolbox exposed to third-party LLMs through a single OAuth2 gateway endpoint.

Builds custom agents that turn a complex marketing process into a repeatable workflow, grounded in the company's own marketing context.

Turns a marketing workflow into a custom agent over MCP and APIs, for teams building on their own infrastructure.

Grounds every asset Arc's agents produce in an organisation's own brand guidelines, approved layouts and audience context.

The workspace where planning, review and approval happen across Arc's agents and outputs.

Personalises content to an individual brand rather than producing generic output, reusing the same brand context Arc's other products draw on.

Generates on-brand images and copy from a prompt, aimed at giving marketers a starting visual vocabulary.

Four-part agentic marketing system: Arc Graph grounds every asset in brand guidelines, approved layouts and audience context; Arc Agents do the work at each stage and channel; Arc Spaces carries planning, review and approval; Arc Forge turns a workflow into a custom agent over MCP and APIs.