EMBEDDED DATA ANALYTICS FOR DATABASE ACCESS
How AutoQL Works
We use proprietary AI technology to rapidly train custom private language models for your data warehouse. AutoQL uses CPUs for inference vs GPUs needed with LLMs, which means enhanced ROI as you scale your data monetization projects, without sacrificing performance.
You’re in good company
Achieve 500x more efficient natural language to database query translation.
AutoQL is an embeddable natural language interface that seamlessly connects you to your organization’s database for effortless data exploration. With our proprietary AI technology, robust API, customizable language models, and flexible implementation options, you are guaranteed to experience unprecedented value and flexibility. Additionally, our use of CPU Inference means it’s not only lightweight but also more cost-efficient for your organization.
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 accessing information from a relational database, team members typically have to execute queries against a database in a language like MySQL or MongoDB. AutoQL is a natural language interface to database system (NLIDB) that dynamically generates optimal database queries (including multi-table joining statements) from natural language and returns data responses in seconds.
We train AutoQL’s proprietary machine learning models on high volumes of custom-generated training data for each unique database. We facilitate training data generation through automated techniques, providing comprehensive database coverage and cutting weeks off the integration process.
We train AutoQL’s proprietary machine learning models on high volumes of custom-generated training data for each unique database. We facilitate training data generation through automated techniques, providing comprehensive database coverage and cutting weeks off the integration process.
Once we finish this training, AutoQL’s core language model dynamically generates comprehensive database statements (including SQL with multi-table joins) from natural language. AutoQL factors in context, recognizes unique data labels, and deciphers linguistic nuances to consistently return accurate answers.
Once we finish this training, AutoQL’s core language model dynamically generates comprehensive database statements (including SQL with multi-table joins) from natural language. AutoQL factors in context, recognizes unique data labels, and deciphers linguistic nuances to consistently return accurate answers.
AutoQL’s core translation model uses several auxiliary models to ensure highly efficient and accurate responses. 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 uses several auxiliary models to ensure highly efficient and accurate responses. 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
When AutoQL receives a natural language query input, it’s technology dynamically generates a corresponding SQL statement and returns a data response in real-time. Our flexible implementation options allow users to visualize data in different charts and graphs or drill down to access finer details with a single click.
When AutoQL receives a natural language query input, it’s technology dynamically generates a corresponding SQL statement and returns a data response in real-time. Our flexible implementation options allow users to visualize data in different charts and graphs or drill down to access finer details with a single click.
Monetize your data and drive new value in your organization with the power of a fully customized natural language interface to database system. AutoQL enables data on demand, empowering users to get critical answers and gain meaningful insights from anywhere and at a moment’s notice.
Monetize your data and drive new value in your organization with the power of a fully customized natural language interface to database system. AutoQL enables data on demand, empowering users to get critical answers and gain meaningful insights from anywhere and at a moment’s notice.
Your database is protected by our exceptional security architecture
We don't store a copy of your database
While our custom language models are trained off your database structure and to 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 →
We're SOC 2 Type II compliant
SOC 2 Type II compliance is granted after a comprehensive third-party audit, so customers and users can be confident that their data is secure while they uncover insights with AutoQL. Learn more →
An AI investment made to scale
Integrate the power of our proprietary AI technology to enable embeddable data analytics and boost the value you bring to every user.
Resources
Learn More About AutoQL Security Architecture
Explore our security policies and practices that ensure your software and user data is protected at every stage.
Conversational Technology & the Future of Data-Driven Business
Leveraging data to get ahead? Conversational tech is the next-generation solution to database access.
Conversational User Interfaces: A New Era of Digital Interaction
A new approach to the user interface that makes interacting with digital systems as easy as having a conversation.