How can we help you?

Welcome to the AX Echo Help Center. Find clear answers to common questions about our platform, security, deployment, and enterprise data workflows.

What is AX Echo?

AX Echo is an enterprise-grade NL-to-SQL platform that converts natural language into governed, accurate SQL across complex schemas.

How is Echo different from ChatGPT or Copilot?

Echo is purpose-built for enterprise data systems with semantic mapping, governance layers, and agentic verification.

What databases does Echo support?

Echo supports Snowflake, BigQuery, PostgreSQL, Oracle, SQL Server, Databricks, and more.

How does the 9-layer semantic engine work?

It maps user intent to schema, governance, validation, and execution so the generated SQL is accurate and usable in real enterprise environments.

What LLMs does Echo use?

Echo is model-flexible and can work with enterprise-approved foundation models based on your architecture and compliance needs.

Does Echo access raw data?

Echo respects enterprise permissions and can operate with metadata-governed architectures designed to limit raw data movement.

Is Echo compliant with SOC2 / ISO?

Yes. Echo supports enterprise-grade compliance, secure deployment patterns, auditability, and controlled access.

How long does deployment take?

Typical deployments range from a few weeks to phased enterprise rollouts depending on data complexity, governance, and infrastructure requirements.

What deployment options are available?

Echo supports cloud, hybrid, private VPC, and isolated on-prem deployments for organizations with different security needs.