Embedded AI-Powered Analytics

Imagine asking your data a question — and getting an expert answer.
TrillaBit’s AI-Powered Analytics combines the intelligence of a human analytics team with the power of automation — built on a dynamic semantic layer that connects data from anywhere.

The problem with most “AI analytics”

Most “AI analytics” tools sound smart — until you realize they don’t actually know your data.
They rely on a single warehouse, generic logic, or rigid data models.
When your data spans different systems or technologies, they fall apart.

That’s not intelligence.
That’s limitation.

Built on a semantic layer that understands your business — and your data stack

At the heart of TrillaBit’s AI engine is our semantic layer — a universal understanding of your business data, no matter where it lives.

It allows our platform to:

• Know which datasets and KPIs are needed to answer each question.

• Dynamically execute queries across multiple data warehouses — Snowflake, BigQuery, Redshift, ClickHouse, or any other source.

• Combine and analyze results from all systems in a single, consistent view.

• Preserve governance, access control, and data security automatically.

This isn’t just AI.
It’s data-aware intelligence — built for the real world of distributed, multi-warehouse analytics.

AI that thinks like your analytics team

When you ask a question, TrillaBit’s AI doesn’t just write a query and hope for the best.
It orchestrates a coordinated analysis — much like a team of analytics experts working together:

• Business Analyst Agent — interprets your question, identifies which datasets and KPIs are relevant.

• Data Engineer Agent — formulates the necessary queries and routes them to TrillaBit’s APIs for secure execution on each warehouse.

• Data Analyst Agent — reviews and analyzes all results to deliver a single, intelligent, human-like answer.

The outcome? Answers grounded in multiple data sources, analyzed with context, and presented with clarity.

Intelligent, dynamic, and secure by design

• Multi-warehouse ready — executes across Snowflake, BigQuery, Redshift, ClickHouse, and more.

• Data-aware — understands relationships and business context through the semantic layer.

• Governed and secure — all executions respect data access and governance rules automatically.

• Insightful and explainable — delivers intelligent summaries and expert explanations.

• Continuously learning — adapts as your data and KPIs evolve.

From question to insight — instantly

1. You ask a question in plain language.

2. TrillaBit’s AI identifies the right datasets and KPIs across your data ecosystem.

3. Queries are executed dynamically — across multiple warehouses and technologies.

4. The AI analyzes all results together.

5. You get an intelligent, unified answer.

Analytics becomes conversational, dynamic, and seamlessly connected — no matter where your data lives.

A new kind of analytics experience

Your users don’t just get answers.
They get understanding — built on truth, not compromise.

That’s AI-powered analytics from TrillaBit.