AI-powered exploration built into your dashboards
Astrato's AI works inside your dashboards – generating contextual summaries, flagging points of interest, and answering natural language questions with live visualizations.
Every answer is grounded in your semantic layer, so AI speaks your business language and returns the numbers you can actually trust.
Insights that update when your data does
AI Insights generates a contextual summary of whatever data is on screen – trends, outliers, key drivers. Change a filter and the summary regenerates. Drill into a region and the narrative follows. Every insight reflects what the user is looking at right now, not what was true when someone last built a report.
Personalised by role, not one-size-fits-all
Configure system prompts to tailor the output by role, industry, or business rules. A finance lead sees margin analysis. An ops manager sees fulfillment exceptions. Same dashboard, different level of detail.
Guided Self-Service
Ask a question. Get a chart
Custom Report is a self-service sandbox where your users explore data on their own – slicing, filtering, and building visualizations from predefined measures and dimensions your team controls. Or they can ask a question in natural language and get a visualization back in seconds. One environment, two ways to explore.
Build dashboards faster with BI Copilot
BI Copilot handles the repetitive work your team does every build – generating chart titles, renaming database fields into business-friendly labels, and creating complex measures like YOY growth or customer retention from a plain-language description. Type what you need, review the output, and move on.
Grounded in your semantic layer
Every AI-generated answer – whether it's a summary, a visualisation, or a measure – draws from the business logic, metrics, and definitions your team has already built. AI doesn't interpret raw columns. It reads your semantic layer. That's why "revenue" means revenue, not a best guess.
Bring your own LLM
Choose the model that fits your data policy. Astrato supports Snowflake Cortex, OpenAI, Azure OpenAI, Claude by Anthropic, and Google Gemini – or use the default provider included with your Astrato licence.
Your data, your rules
With Snowflake Cortex, queries execute inside your warehouse. Astrato sends the SQL, Cortex processes it, and only the text response comes back. Your data never leaves. With external providers, admins control exactly which AI features are enabled and what data each one can access – feature by feature, toggle by toggle.
Power up your dashboards with trusted AI
Frequently asked questions
If our data model changes, does the AI need to be retrained or reconfigured?
No retraining required. The AI queries your Semantic Layer in real time, so when you add a new metric or rename a dimension, the AI picks up the change immediately. There's no model to retrain, no prompts to rewrite — the semantic layer is the AI's only source of truth.
Is our data sent to OpenAI or a third-party LLM when we use AI features?
No. When you use Snowflake Cortex or your own LLM, queries run inside your secure environment — only the generated text response comes back. Raw data never leaves your warehouse. You can also bring your own LLM provider and API key to keep everything under your control.
Can Astrato connect to the LLM we already use — OpenAI, Gemini, Claude, Cortex?
Yes. Astrato integrates with Snowflake Cortex (which supports Claude, Meta, Mistral, DeepSeek), Google Gemini, OpenAI, and bring-your-own LLMs. You pick the model that fits your governance, cost, and performance needs — we don't lock you into one AI vendor.
How do you stop AI from hallucinating business metrics or making up numbers?
The Semantic Layer does the heavy lifting. Every metric, dimension, and relationship is defined once, so when a user asks “what's our best-performing product?”, the AI queries a governed model instead of guessing. Clear definitions plus warehouse-native execution means answers you can actually trust.
Is AI aware of the filters I've already applied to a dashboard?
Yes. AI Insights are context-aware — they respect the filters, slicers, and selections active on the page. Ask a follow-up question and it picks up where the dashboard left off, instead of starting from scratch.
