TagoAI
Built into the platform, not bolted on: TagoAI reads your devices, writes your Analysis code, edits your dashboards, and answers from the official docs. It runs in the mode you set, and every dashboard it edits is versioned.
Enter a prompt here
TagoAI can make mistakes, so make sure to verify.
Where it runs
Work with TagoAI inside the Admin, or reach your account from the AI client you already have open.
TagoAI sits behind the star icon in the sidebar. Ask about a device, inspect the Action behind an alert, or have it write the Analysis script that parses your payload.
Point Claude Code, Cursor, Copilot, or any MCP client at your account. Same devices, same data, same permission scope, without leaving the tool you work in.
In the Admin or over MCP, TagoAI acts as you, on the same account, inside the same permissions. In the Admin it runs on the provider set for your profile; over MCP the model comes from your own client.
One session
One session on one dashboard, start to finish. TagoAI builds it, reorganizes it, then answers a question about it, and every step it takes is visible while it happens.
It builds
TagoAI reads a real sample from the device before it draws anything, then binds every widget to the variables it just confirmed. No blank widgets waiting for you to wire them up.
It edits
Edit Mode rearranges and rewrites but cannot delete, so the same five widgets come back in a clearer order. The dashboard is versioned on the way through, and Rollback puts the old layout back.
What it answered
Nothing on the dashboard changed. Read Only cannot write.
It answers
Same assistant, same account, one notch lower. It still opens every device and dashboard to answer you, which is why Read Only is the mode worth staying in until you actually want something built.
Create a dashboard for this device.
Checking what this device actually sends before building anything.
Reading a data sample
3 variables over 24 hours: temperature, zone_temp, door
Building five widgets bound to the variables I confirmed.
Creating dashboard Cold Chain Live Ops
Enter a prompt here
TagoAI can make mistakes, so make sure to verify.
Permissions
The control sits at the bottom of the chat panel, and you set it before you send. Pick a mode to see exactly what it allows.
Session mode
What it can do in this modeRead Only
TagoAI acts inside your own account permissions. It cannot reach what your user cannot reach, and it cannot grant itself more.
Creates, edits, and deletes land in the Audit Log with the account that ran them, the time, and what changed.
ISO 27001 certified
Certificate available on request
GDPR compliant
Data Processing Agreement available
Encrypted end to end
TLS 1.2+ in transit, AES-256 at rest
Off per profile
EU region profiles ship disabled
Your model
Run TagoAI on the TagoIO default, or connect an account you already pay for. You set it per profile, under Profile Settings, Services, AI Provider.
TagoIO picks the model and the provider. Those providers operate under agreements that keep your data out of their training.
Prompts on the default provider count against your plan's monthly allowance.
Point TagoAI at your provider and prompts go through your contract, under your terms.
Provider keys are stored in TagoIO Secrets, encrypted at rest. They are only read when TagoAI sends a request, and the Admin does not show them again once saved.
A regulated profile and a development profile can run different providers, or one can run TagoAI while the other has it switched off entirely.
Profiles in the EU region ship with TagoAI disabled. Turn it off anywhere and no data from that profile reaches any AI provider.
MCP Server
The TagoIO MCP Server is open source. Give an MCP client a profile token and your devices, data, dashboards, and analyses show up in that client.
Add it to your client
{
"mcpServers": {
"@tago-io/mcp": {
"url": "https://mcp.ai.tago.io",
"headers": {
"Authorization": "Bearer YOUR-TAGOIO-TOKEN"
}
}
}
}Scope the token to the profile you want that client to see. On EU West or a dedicated instance, add an x-tagoio-region header.
Any MCP client
Pricing
TagoAI ships with TagoIO. Prompts are counted per profile, per month, on the TagoIO default provider.
Each message you send counts once, whether it asks one question or builds a whole dashboard. Unused prompts do not carry over between billing cycles.
Higher plans get a higher monthly allowance. The figures per plan are in the FAQ below.
Connect your own provider and prompts run through that account, billed by that provider. The TagoIO monthly limit stops applying.
Everyone on the profile uses TagoAI. There is no separate charge per user.
The things a security review asks first.
Open the star icon in the sidebar, set the mode to Read Only, and ask it something about your own devices. Nothing changes until you decide it should.