AI-native tools for modern data teams

Build, query and operate data with AI

LTLab creates AI-native tools that help modern data teams write SQL, automate pipelines, understand schemas and deliver reliable data products faster.

Explore Products →View QueryForge

Built for data engineers, analysts and AI-powered organisations.

/ revenue_analysis.sqlPostgreSQL connected
SQL EDITOR
SELECT
    c.customer_id,
    c.customer_name,
    SUM(o.total_amount) AS revenue
FROM customers AS c
JOIN orders AS o
    ON c.customer_id = o.customer_id
WHERE o.created_at >= DATE_TRUNC('month', CURRENT_DATE)
GROUP BY c.customer_id, c.customer_name
ORDER BY revenue DESC
LIMIT 20;
✓ Query completed42 ms · 20 rows
customer_idcustomer_namerevenue
C-1042Northstar Labs$48,920
C-0381Acacia Systems$36,410

LTLab is building the intelligent workspace for the next generation of data professionals.

From writing SQL to operating production pipelines, our tools reduce repetitive work and help data teams focus on solving valuable problems.

Products by LTLab

One intelligent toolkit for the modern data stack.

LTLab builds intelligent tools that help data engineers, analysts and organisations write better SQL, automate data workflows, monitor pipelines and work with data more efficiently.

QFQueryForge by LTLabPrivate Beta

The AI-native SQL workspace for modern data teams.

Connect your database, explore schemas, generate SQL, optimise queries, understand execution plans and collaborate with your team from one intelligent workspace.

Open QueryForgeView DocumentationJoin the Waitlist
  • PostgreSQL, MySQL and more
  • Natural-language SQL
  • Schema relationships
  • Explain complex queries
  • Detect expensive joins
  • Recommend improvements
  • Visual execution plans
  • SQL dialect conversion
  • Automatic documentation
  • Save and version queries
  • GitHub integration
  • Team query sharing
FFFlowForgeIn Development

Build and manage data pipelines with AI.

Generate, schedule and document Apache Airflow 3.0, Prefect and Dagster workflows.

Explore FlowForge →
PWPipelineWatchComing Soon

Monitor every data pipeline from one place.

Detect failures, delayed jobs, schema changes and data-quality problems before downstream users are affected.

Explore PipelineWatch →
SLSchemaLensPrivate Beta

Understand your entire data platform.

Explore schemas, relationships, metadata, documentation and lineage using natural-language search.

Explore SchemaLens →
WIWarehouseIQIn Development

Reduce cloud data warehouse costs.

Find expensive queries, unused tables and inefficient workloads across leading warehouse platforms.

Explore WarehouseIQ →
QueryForge capabilities

Everything you need to work with SQL faster

AI

AI SQL Generator

Turn natural-language requests into accurate, schema-aware SQL.

EX

SQL Explainer

Understand complex queries, joins, filters, aggregations and transformations.

OP

Query Optimiser

Detect inefficient queries and receive actionable performance recommendations.

SC

Schema Intelligence

Understand tables, columns, relationships, data types and constraints.

VP

Visual Query Plans

Transform database execution plans into clear, understandable diagrams.

TR

SQL Translator

Convert SQL between PostgreSQL, MySQL, Snowflake, BigQuery, Redshift, Fabric and Spark SQL.

DC

Automatic Documentation

Generate readable documentation for tables, columns, relationships and saved queries.

GT

Git Integration

Version SQL queries, review changes and collaborate using Git-based workflows.

TM

Team Collaboration

Create shared workspaces, reusable queries, comments and approval workflows.

LK

Secure Connections

Protect database credentials and provide role-based access controls.

How it works

From connection to insight in four steps.

01

Connect your database

Create a secure connection to your existing data environment.

02

Understand your schema

QueryForge maps tables, columns and relationships.

03

Write SQL with AI

Write from scratch or generate schema-aware SQL in natural language.

04

Run, optimise and share

Execute, improve, document and collaborate from one workspace.

Integrations

Connect to the tools your data team already uses

PostgreSQL
MySQL
Microsoft SQL Server
Snowflake
BigQuery
Amazon Redshift
Microsoft Fabric
Databricks
ClickHouse
DuckDB
Built for your team

More focus. Less repetitive work.

DE

Data Engineers

Build, debug and optimise SQL and data workflows faster.

DA

Data Analysts

Explore data, generate accurate queries and understand results without repetitive work.

DT

Data Teams

Standardise development, documentation, governance and collaboration in one workspace.

Security

Designed for secure data environments

Designed with enterprise security requirements in mind. No training on customer data without explicit permission.

✓ Encrypted database credentials
✓ Role-based access control
✓ Read-only connection options
✓ Audit logs
✓ Query approval controls
✓ Private cloud deployment for enterprise customers
Pricing preview

Start free. Grow with your data team.

Simple plans for learning, building and operating at scale.

Free

For students and learners.

Free
  • Limited database connections
  • Limited AI requests
  • Query execution
  • Community support
Get Started Free

Pro

For individual data professionals.

Coming Soon
  • More database connections
  • Higher AI usage
  • Query optimisation
  • SQL translation
  • Git integration
  • Email support
Join Waitlist

Team

For growing data teams.

Coming Soon
  • Everything in Pro
  • Shared workspaces
  • Role-based permissions
  • Team query library
  • Collaboration features
  • Priority support
Join Waitlist

Enterprise

For larger organisations.

Contact Sales
  • Custom deployment
  • Single sign-on
  • Audit logs
  • Private networking
  • Advanced security
  • Dedicated support
Contact Sales

Build faster with an AI-native data workspace

Start with QueryForge and discover a smarter way to write, understand and operate SQL.

Get Started FreeJoin the Waitlist