AI Chat
Your users ask.
Your users ask.
They get answers.
Natural language in. Instant chart out. Embed conversational AI analytics inside your product in days.
4.5/5 on G2
Live in days, not quarters
No SQL required
+350 companies have chosen Toucan to distribute their data
What makes it different
AI chat built for production, not for demos.
Three things that separate Toucan AI Chat from a prompt wrapped around a warehouse.
Natural language
A question in. A chart out.
Your end users type what they want to know. Toucan returns the right visualization, instantly.
- Works in your users' language: English, French, Spanish and more
- Automatically selects the right chart type for the insight
- Asks for clarification when the question is ambiguous
MCP Integration
Your AI assistant. Toucan's data layer.
If you are building an AI assistant for your customers, Toucan exposes a governed semantic layer via MCP. Your assistant gets accurate, structured data, not raw SQL from a warehouse with no guardrails.
- Compatible with any MCP-enabled AI assistant you build
- Your assistant only accesses governed metrics, not raw warehouse data
- Row-level security enforced at every query, for every tenant
Semantic Layer
Accurate by design.
Every AI response is grounded in our semantic layer. Metrics are defined once, validated by an admin, and used consistently across every user, every question, every tenant.
- No two users get different numbers for the same metric
- Out-of-scope questions are refused, not hallucinated
- Admins define metrics once: every AI answer reflects the latest definition
< 2
weeks to roll out the first dashboard
+10%
in sales closure
"Other solutions on the market required extensive technical expertise on our end, but with Toucan, it was very easy to get started!"
VMR
250+ employees
5
weeks to build an MVP
"We needed a tool that we could white label that was flexible, fast to deploy, and most importantly suited for business users and Toucan was a real showstopper in all those regards."
Keiz.ai
SMEs
40+
dashboards personalized for customers
3
months to deployed to Klara clients
"Toucan is the solution that best meets our customers' needs, and offers the highest return on investment for the man-hours invested."
Klara
50 employees
"Until now we’ve developed most of our products in-house. But we knew that analytics was going to be different because of their sheer cost & complexities."
Libeo
250+ employees
3
weeks time to value
150
companies onboarded on the new product
"Toucan definitely helped us tap into some revenue opportunities. In less than a month, we had everything we needed to WOW our 150 users and empower them with the insights they want and need."
Dataneo
20+ employees
8
weeks from kick-off to deployment
100+
reporting hours saved per year
"Toucan allows us to stand out from the competition, reinforce our premium positioning and save time!"
Pitchy
80 employees
Ship AI analytics to your users today.
Toucan gives you production-ready AI analytics with multi-tenancy, governance, and white-labeling included, so your engineers stay focused on what makes your product unique.
