Embed an AI assistant that lives inside your product.

For SaaS product and engineering teams: Drop in an in-app assistant that sees the page, the account, and the session, then gets real work done by writing code instead of chaining brittle tool calls.

Why it keeps getting better

The agent improves itself as it's used.

Every conversation teaches it something. Urai's skill extractor turns those learnings into new Skills for you, so next time the agent finishes in one step what took exploration the first time. A fixed set of MCP tools can't do that; it only improves when someone else ships a better model.

  • The skill extractor writes reusable Skills from real conversations
  • Every winning workflow is captured, versioned, and shared
  • You compound on your own data, not a model vendor's roadmap
Self-Improving Agents →
1

Use: agents solve real problems

2

Extract: a new Skill is written for you

3

Reuse: every agent is now better

One assistant. Two ways to run it.

Build the assistant once with its knowledge, skills, tools, and credentials. Then embed it in your product, or use it directly in the Urai workspace. Same engine either way: serverless runtime, secure code execution, grounded knowledge, and 100+ integrations.

In-App Assistant

Embed it as a widget in your SaaS

Drop in a script tag or the React / Vue / Svelte SDK. Pass the logged-in user through, and the assistant answers and acts inside your product, in your brand and on your domain.

  • Context-aware: sees the page, the account, the session
  • Fully themeable widget; ships in an afternoon
  • Keeps users in your product, not someone else's chat app

AI Workspace

Run your team's AI workspace

The same assistant in a full workspace, with threads, projects, knowledge, and skills. Chat with it and watch it build real things via code actions, or reach your systems by voice.

  • Chat with AI: projects, forks, and shared agents for your team
  • Hybrid knowledge search with grounded citations
  • Voice agents for inbound and outbound calls

Used by teams across North America

Internet Infinity Candidate Hub Vigilon AI Wevrr Sedin Technologies SedStart

"What we appreciate most about Urai is the team's availability, openness, and transparency. Their approach to building AI services is particularly thoughtful and innovative."

MB
Marc Bernard
Internet Infinity, Montréal

"It's been a game-changer. Our team finally has one place to ask, search, and act, instead of bouncing between five tools."

ND
Natacha Dugas
Wevrr, Moncton

Put an assistant inside your product this week.

Book a 30-minute demo. We'll wire a working in-app assistant to one of your real flows and show you the code it writes.