Build your own analytics. Embed them in your product.

Studio is the platform in self-service. Connect your data, build dashboards with AI, and embed governed analytics straight into your SaaS, on the same semantic layer and row-level security.

Start free → Rather have it built for you? →

app.toucanai.cloud Publish

✦ AIManual

Perfect. The chart “Employees by contract start year” is updated.

It now shows bars for active employees per start year, and a line for a +10% growth target, so the gap is easy to read.

✦ Completed in 2s

What dashboard would you like to build?↵

Workforce Monitoring Dashboard Saved

Date Aug 2026 ▾ Gender All ▾ Job All ▾ Location All ▾ + Add filter

Active employees

Average age

43 yrs

Distinct teams

Active employees by gender

Female · 63% Male · 35% Non-binary · 2%

Locations by count

Berlin8

London7

Sydney6

Paris5

Tokyo4

ask in plain language, refine, publish. your data, your brand.

What is Studio

The same engine our crews run on. You're driving.

Everything a Toucan crew uses to build Custom Apps, the connectors, the semantic layer, embedding and security, available as a platform you operate yourself. Build with AI, ship to your teams or straight into your product, and keep every number governed.

What you can do

One platform. Four things it does well.

Studio covers the whole path from raw data to a governed app your customers can use. Explore each capability in depth.

Embedded analytics Ship analytics inside your SaaS White-labelled dashboards your customers use, in your product, under your brand. Not a bolt-on that looks borrowed. Explore embedding → Semantic layer Governed, contextual metrics Define each number once. Every answer, AI or manual, runs through it, so a figure is never free-styled and always means the same thing. Explore the semantic layer → Security & governance Row-level security, SSO, audit trail Every user sees only their own data. SSO, row-level rules and a full audit trail come standard, not as an enterprise upsell. Explore security → Start free A plan that scales with you Begin on the free tier, invite your team, and grow as you ship. No card to start, no crew required. See plans →

Studio or Custom Apps

This page is the self-service way. There's a managed one too.

Studio is yours to build and run. If you'd rather not build at all, a crew can deliver and run the same thing for you, on the same platform.

This page · self-service Studio

You build. Connect your data, build with AI, embed and ship, on your own terms and your own timeline. Free to start, and no crew required.

Free tier · scales with you Start free →

The other way · fully managed Custom Apps

We build and run it. A crew of five AI agents and a named Toucan lead deliver and maintain your data app, and sign every release. First result in 48 hours.

Fully managed · human-signed Let's Talk →

Start yourself and switch whenever you like. The crew is one message away.

Start building, free.

Start free →

Prefer we run it for you? Let's Talk →