custom analytics platform
Custom analytics, delivered in the AI era.
Standalone or embedded in your product.
Dashboards and data apps your teams and your customers actually use.
or generate a data app yourself, free
A live data app built from your website in ~2 minutes.
Two offers, one platform
You want a data app for your business, without building a team. Our Crew builds it and runs it for you, and keeps improving it.
- Fully bespoke, shaped for how your business decides
- Supervised AI agents build it, no work on your side
- A human Toucan Lead signs every release
- You follow and request changes from the platform
You want to build dashboards and embed them in your product. The platform gives you the tools, you keep the control.
- A serious semantic layer: metrics, joins, calculation rules
- AI that answers questions and builds dashboards on request
- A rich visualization library, ready to embed at scale
- Row-level security, embedding, your data sources
The problem
Analytics for the AI era.
Every other route falls short.
What makes Toucan different
The parts that actually matter.
Whichever offer you choose, the same engine runs underneath.
Ask a question. Get the answer.
Type it the way you'd say it out loud. Toucan reads your data and answers in seconds, with the chart to back it up. Anyone can do it, straight from the app.
- Plain language in, chart and numbers out
- See the data behind every answer
- No SQL, no waiting on the data team
One definition. Everywhere.
Set your metrics once. Revenue, active client, margin, all defined in one place. Every chart, every answer, every app uses the exact same numbers. What you see is always what you meant.
- Metrics, joins and rules in one governed place
- The AI answers from your definitions, not guesses
- Change it once, it updates everywhere
It knows your business.
Teach it your rules once and it remembers. Your definitions, your exceptions, your fiscal year. Correct it once, it stays corrected. It gets sharper every time you use it.
- Set your rules in plain language
- Corrections stick for good
- Feed it glossaries and business context
Embed once. Everyone stays separate.
Ship analytics inside your product, in your brand. Every customer sees their own numbers and only theirs, on dashboards and on AI answers alike. Scoped by default.
- One deployment, every customer isolated
- Row-level security on AI answers too
- Your brand, your domain, their own login
Two ways to get there
Tell us what your business needs. Our Crew builds the app, runs it, and keeps improving it, with a Toucan Lead accountable for every release.
Get the platform and build your own dashboards, then embed them in your product. You keep the control, the engine does the heavy lifting.
How it compares
Built for the gap legacy BI and generic AI left behind.
The honest version. Where each kind of tool is strong, and where it leaves you stuck.
| ToucanManaged app or platform | Legacy BI Power BI, Tableau |
Modern BI Looker, Metabase |
Generic AI ChatGPT on your data |
|
|---|---|---|---|---|
| Ask in plain language, and trust the answer | Answers from your semantic layer, with the data shown | No natural language | Add-on, varies by tool | Fast, but guesses joins and invents metrics |
| Knows what your metrics mean | Semantic layer, defined once | Modeled by hand per report | Semantic layer, if you build it | No business context |
| Embed in your product, per-customer isolated | Yes, row-level security on every viewer | Costly add-on | Possible, engineering-heavy | Not designed for it |
| Time to a first useful result | Days | Weeks of setup and modeling | Weeks, plus a warehouse | Minutes, if the answer is even right |
| Who builds and maintains it | You, or our Crew for you | Your team | Your team | You, prompt by prompt |
| Governance: row-level security, SSO, audit | Included | Enterprise tier | Enterprise tier | None |
Two offers. One platform.
Have a custom data app built for you, or build your own on the platform. Both embeddable, both on the same engine.