AI analytics for data-pilled business teams

Agentic analytics platform for everyone​

Unity Layer connects all company data and context and lets anyone get instant and verified answers from data​

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  • Built in governance and observability
  • 20+ enterprise data sources supported
  • Analysis, visualize, and share your work in one platform

Interactive demo

See Unity Layer in action

Explore how business teams ask questions, get SQL, understand results, and share insights — all in one governed workflow.

Stage 1

1

Ask

Type a question in plain English, get SQL instantly, and understand what it does in natural language.

What were total sales by region for Q4, and which region grew the most compared to Q3?

1
SELECT
2
region,
3
SUM(sales_amount) AS total_sales,
4
SUM(CASE WHEN quarter = 'Q4' THEN sales_amount ELSE 0 END) AS q4_sales,
5
SUM(CASE WHEN quarter = 'Q3' THEN sales_amount ELSE 0 END) AS q3_sales
6
FROM retail.fact_sales
7
WHERE fiscal_year = 2025
8
GROUP BY region
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ORDER BY total_sales DESC;

This query aggregates sales from the fact_sales table by region for fiscal year 2025. It compares Q4 and Q3 totals so you can spot which region had the strongest quarter-over-quarter growth.

Stage 2

2

Visualize

Turn results into charts with one click.

What were total sales by region for Q4, and which region grew the most compared to Q3?

Stage 3

3

Insights

Surface key takeaways from your data automatically.

What were total sales by region for Q4, and which region grew the most compared to Q3?

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No data to show
Total
Key Takeaways

North America led Q4 regional sales at $680K, posting the highest quarter-over-quarter growth at 9.7% among all regions.

Regional highlights

  • North America contributed 34% of total Q4 revenue
  • APAC growth rate (+9.3%) nearly matches North America despite a smaller revenue base
  • EMEA remains the second-largest market with $540K in Q4 sales, ahead of APAC at $470K

Growth opportunities

  • LATAM shows steady quarter-over-quarter gains (+5.5%) but has the smallest Q4 base at $290K
  • Closing the APAC–EMEA Q4 gap could unlock roughly $70K in incremental revenue
  • North America Q3→Q4 uplift of $60K outpaced every other region in absolute terms

Stage 4

4

Template

Reuse queries with parameters your team can adjust.

Show me total sales for a specific region and quarter.

Parameters
1
SELECT region, SUM(sales_amount) AS total_sales
2
FROM retail.fact_sales
3
WHERE region = {{region}}
4
AND quarter = {{quarter}}
5
AND fiscal_year = {{year}}
6
GROUP BY region;
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No data to show
Total

Stage 5

5

Follow up

Keep the conversation going to drill deeper.

What were total sales by region for Q4, and which region grew the most compared to Q3?

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No data to show
Total

A single governed platform where AI meets data to empower your business teams

Agentic data analysis

  • Advanced Text to SQL agents enabling business teams to get instant insights from data by just asking
  • SQL query explanation in natural language​
  • Interactive data visualization​
  • Conversational analytics​
  • AI performance monitoring​
  • Steerable agents with custom instructions and rules

AI powered data catalog

  • Data schema management and profiling​
  • AI generated, human governed metadata​
  • Granular access controls to data​
  • Data tagging and search by domain​
  • 20+ data sources and data files supported out of the box

Collaboration

  • Dedicated team spaces for easier data and analytics management and sharing
  • Real time notifications of access requests, shared data and analysis
  • Instant sharing of insights within teams or within the organization

Secure by design

  • Zero copy of your data, unity layer connects live to your data platform of choice and runs live queries, your data stays where it is
  • Data files stored in secure Azure environments​
  • Multi layered guardrails for prompt injection and SQL injection
  • Secure management of database credentials

How Unity Layer stays accurate

See how data teams govern metadata, inspect datasets, and share access with users and teams.

Data catalog

Connected databases and domains in one place.

Explore datasets

Search tables with certification and domain badges.

Dataset metadata

Descriptions, owners, and glossary terms.

Schema & columns

Primary keys, foreign keys, and table relations.

Preview & profiling

Live preview and column profiling.

Collaboration

Share conversations with people and teams.

Give your business teams data superpowers Free your data teams from ad hoc requests

Business teams

AI Insights

Feedback

Data teams

AI Insights

AI Context Monitoring

Unity layer

Unity Agents

Unity Context

Unity Evals

Secure connection to your enterprise data (Zero copy)

20+ data sources and file types

PostgreSQL

PostgreSQL

MySQL

MySQL

MariaDB

MariaDB

SQL Server

SQL Server

Snowflake

Snowflake

Databricks

Databricks

BigQuery

BigQuery

Amazon Redshift

Amazon Redshift

Amazon Aurora

Amazon Aurora

Azure SQL

Azure SQL

Synapse Analytics

Synapse Analytics

ClickHouse

ClickHouse

CockroachDB

CockroachDB

PrestoDB

PrestoDB

CSV

CSV

JSON

JSON

Parquet

Parquet

Avro

Avro

Unity Layer supports all major LLMs

No vendor lock in, no performance bottleneck

We support LLMs from all major providers to allow users select the best model for the task based on their cost efficiency and performance

GPT

DeepSeek

Grok

Codestral

Llama

Kimi K2

Claude

Gemini

Pricing Table

Discover

For small teams starting with agentic analytics​

€15
per user per month

Standard Usage

This includes:

  • 10 conversations per user per month
  • Connect up to 10 databases & 50 tables
  • Shared multi-editor conversations
  • Centralised team billing & cost monitoring
  • Role-based access control
  • Email support
Recommended

Pro

For growing teams running analytics on many sources ​

€30
per user per month

3 × Standard Usage

Everything in Discover, plus:

  • 50 conversations per user per month
  • Connect up to 20 databases & 100 tables
  • 100 GB storage per organisation
  • Access to frontier models
  • On-demand & bring your own LLMs
  • File-based chat: Excel, CSV, Parquet, JSON
  • AI generated metadata
  • Smart follow-up questions
  • Schema management (add primary keys & foreign keys)
  • Golden SQL & golden instructions
  • Agent monitoring (user usage & feedback)
  • Publish conversations & databases to your organisation
  • Teams creation
  • Priority access to new features

Team

For companies running advanced analytics​

€80
per user per month

5 × Standard Usage

Everything in Pro, plus:

  • 100 conversations per user per month
  • Connect unlimited databases & tables
  • 1 TB storage per organisation
  • Multi-organisation support
  • Analyse your databases using LLMs
  • Text to chart
  • Insights generation
  • Forecasting
  • Templated text to SQL
  • Semantic tables
  • Chained text to SQL
  • Agent monitoring (execution scores)
  • Premium support

Enterprise

Everything you need to run an agentic analytics service at scale with advanced support and security​

Custom pricing

Price that meets your needs

Book a demo

Everything in Team, plus:

  • Unlimited conversations
  • Unlimited storage
  • Private deployment
  • SSO
  • Custom LLM support
  • Invoice / purchase order billing
  • Dedicated account manager & custom technical support

Frequently Asked Questions

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