CONVERSATIONAL AI FOR DATABASE ACCESS

How AutoQL Works

Next-generation text-to-SQL technology that enables the dynamic translation of natural language to database query language.
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User leveraging natural language interface for database system to query data in their own words and receive meaningful data visualizations

Dynamic translation, not intent classification.

AutoQL is an embeddable natural language interface to database system that enables seamless data exploration in any proprietary or branded software. Our robust API, customizable language models, and diverse implementation options guarantee unprecedented flexibility and value for our partners.

Learn more about how we build powerful natural language interfaces to databases.

Here’s how AutoQL’s natural language interface to database system works

When it comes to accessing information from a relational database, team members are typically required to execute queries against a database in a language like SQL. AutoQL is a natural language interface to database system (NLIDB) that dynamically generates optimal SQL queries (including multi-table joining statements) from natural language and returns data responses to users within seconds.

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Business user’s natural language query dynamically translated into SQL with a natural language interface for database
Business user’s natural language query dynamically translated into SQL with a natural language interface for database
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Generating training data on multiple computer screens for natural language interface to database system

To facilitate this, AutoQL’s proprietary machine learning models are trained on high volumes of training data that has been custom-generated for each unique database. We facilitate the generation of training data through automated techniques, providing comprehensive database coverage, and cutting weeks off the integration process.

To facilitate this, AutoQL’s proprietary machine learning models are trained on high volumes of training data that has been custom-generated for each unique database. We facilitate the generation of training data through automated techniques, providing comprehensive database coverage, and cutting weeks off the integration process.

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Generating training data on multiple computer screens for natural language interface to database system
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Once training is complete, AutoQL’s core language model dynamically generates comprehensive SQL statements, including SQL with multi-table joins, from natural language. AutoQL factors in context, recognizes unique data labels, and deciphers nuances in language in order to consistently return accurate answers to your users.

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Once training is complete, AutoQL’s core language model dynamically generates comprehensive SQL statements, including SQL with multi-table joins, from natural language. AutoQL factors in context, recognizes unique data labels, and deciphers nuances in language in order to consistently return accurate answers to your users.

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Natural language interface to database system facilitates seamless data access

AutoQL’s core translation model ensures high efficiency and accurate responses with the help of several auxiliary models. These models work together to create seamless conversational data experiences by:

  • Allowing users to explore queries related to topics of interest
  • Helping the system recognize and verify unique data labels
  • Handling ambiguity or user-input errors
  • Auto-suggesting relevant queries as users type

AutoQL’s core translation model ensures high efficiency and accurate responses with the help of several auxiliary models. These models work together to create seamless conversational data experiences by:

  • Allowing users to explore queries related to topics of interest
  • Helping the system recognize and verify unique data labels
  • Handling ambiguity or user-input errors
  • Auto-suggesting relevant queries as users type
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Natural language interface to database system facilitates seamless data access
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When AutoQL receives a natural language query input, a corresponding SQL statement is dynamically generated and a data response is returned to the user in real time. Our flexible implementation options make it easy for users to visualize data in different charts and graphs, or drilldown to access details in a single click.

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When AutoQL receives a natural language query input, a corresponding SQL statement is dynamically generated and a data response is returned to the user in real time. Our flexible implementation options make it easy for users to visualize data in different charts and graphs, or drilldown to access details in a single click.

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Empower your users with natural language interface to database system in the software they already rely on

Drive new value in the software you already build with the power of a customized conversational AI system dedicated to your database. AutoQL enables you to deliver data on demand, empowering your users to get important answers, instantly, and discover meaningful insights from anywhere, at any time.

Drive new value in the software you already build with the power of a fully customized natural language interface to database system. AutoQL enables you to deliver data on demand, empowering your users to get important answers, instantly, and discover meaningful insights from anywhere, at any time.

Empower your users with natural language interface to database system in the software they already rely on

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Deliver data on demand to all your users, anywhere in the software you already build.

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Your database is protected by our exceptional security architecture

We don't store a copy of your database

While our machine learning models are trained to adapt to your database structure and understand unique data within the database, we never create or store a copy of your database. Learn more →

We're committed to security best practices

Data is encrypted at rest and in flight and we use non-numeric IDs to ensure that data is secure at every level. We use JWT to secure who has access to our system, and for how long. Learn more →

We host our solutions in the cloud

AutoQL is hosted in our cloud platform so we can maintain top-tier security measures and upgrade our security architecture on an ongoing basis while providing the accessibility and flexibility our customers demand. Learn more →

We provide built-in user permissions

Make sure the right people have the right access to the right data. Set permission levels for your users within our Integrator Portal. If you have in-house permissions structures, we’ll work with you to build a permissions framework that works for you! Learn more →

Resources

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Learn More About AutoQL Security Architecture

Explore our security policies and practices that ensure your software and user data is protected at every stage.

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