ZULENY NL→SQL

Your users ask. Your database answers.

Turns questions in English, Spanish or Portuguese into safe, parameterized SQL for SQL Server, PostgreSQL, MySQL and SQLite. No LLMs, no data leaving your server, in milliseconds.

Your users ask. Your database answers.

FEATURES

Everything you need to talk to your data

An engine built for commercial products: fast, explainable and easy to embed in any .NET application.

Private by design

Runs inside your application. Neither the schema nor the data ever leaves your infrastructure.

Deterministic and auditable

The same question always yields the same SQL, with a step-by-step interpretation and a confidence score.

Secure by default

Read-only, parameterized queries. No string-concatenated SQL, validated against the real schema.

4 SQL dialects

One interpretation, four outputs: TOP or LIMIT, quoting, date functions and paging right for each engine.

Multilingual

English, Spanish and Portuguese with auto-detection, synonyms and your business vocabulary.

Natural dates

Semesters, quarters, weeks, ranges and relative expressions, such as "orders year to date".

Advanced analytics

Percentages, growth, running totals, rankings, top N per group, Pareto, median, pivots and budget vs actual.

Forecasts

History comes from SQL and the forecast is computed in .NET, with method and notes explained.

In milliseconds

About 15 ms per typical translation, with no model training, no GPUs and no external services.

HOW IT WORKS

From question to result in three steps

Embed Zuleny NL→SQL in minutes in your .NET 8 or .NET Standard 2.0 application, from your UI, a chatbot or a report builder.

  • Connect your schema: it reads tables, relationships and sample values, with your business synonyms
  • Ask in plain language, in English, Spanish or Portuguese
  • Run parameterized SQL with its explanation, confidence and alternative interpretations
From question to result in three steps

WHO IT'S FOR

Built for the software your customers already use

ERP and CRM

ERP and CRM

A search box that understands business questions inside your system.

Dashboards and reports

Dashboards and reports

Charts, tables and ad-hoc reports without waiting for IT to write the query.

Chatbots and assistants

Chatbots and assistants

Exact answers from real data, without hallucinations.

Cost, privacy and predictability for your product

WHY NOT AN LLM?

Cost, privacy and predictability for your product

Unlike LLM-based text-to-SQL, your data and schema never leave your server, you don't pay per token and the same question always yields the same SQL, validated against the schema.

  • No per-query cost, with a flat license
  • Milliseconds instead of seconds
  • Works offline

COMPATIBILITY

Drop-in replacement for NReco.Data and NReco.NLQuery

Written from scratch (clean-room) with the same public API. Migrate your solution with a script, no rewrite needed.

  • 100% of the public API of NReco.Data 1.2.10 and NReco.NLQuery 1.2.1
  • Automatic migration script for packages and namespaces
  • No third-party licenses: redistribute your product with peace of mind
Drop-in replacement for NReco.Data and NReco.NLQuery

Try it with your own questions

The demo runs on a sample database: type anything and see the SQL, the explanation and the result instantly.

Zuleny

Zuleny

Business software with artificial intelligence: management, appointments, websites, testing, DevOps, Git, meetings, email, files, analytics and natural-language SQL in a single family of products.

PRODUCTS

COMPANY


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