Tonic Textual

Tonic
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Tonic Textual offers tailored data solutions for testing workflows, accelerating engineering velocity, and ensuring compliance. Users can generate secure synthetic data on demand, improving efficiency in fixing staging environments and keeping all data environments fresh and in sync.

FEATURES
Feature 1: Developer Data Solutions
Feature 2: Staging Environments Fixing
Feature 3: Local Development Unblock

What is Tonic Textual?

Tonic Textual offers developer data solutions tailored for modern testing workflows, providing a seamless way to accelerate engineering velocity and ensure compliance with realistic, secure test data generation.

By utilizing Tonic Textual, users can generate secure and scalable synthetic data precisely when and where they need it. This capability allows for improved efficiency in fixing staging environments and accelerating release cycles by mirroring production data complexity.

With Tonic Textual, users can keep all data environments fresh and in sync by eliminating delays in data access for development and testing. This ensures that all environments are consistently hydrated with up-to-date data, thus facilitating smoother operations and enhanced performance.

Tonic Textual Features

Feature 1: Developer Data Solutions

Developer Data Solutions provided by Tonic.ai offer modern testing workflows with the aim to accelerate engineering velocity and ensure compliance with realistic, secure test data generation.
  • Tonic.ai provides secure and scalable synthetic data generation capabilities that allow users to generate data when and where they need it.

Feature 2: Staging Environments Fixing

The Staging Environments Fixing feature from Tonic.ai aims to bring an end to critical bugs in production by fueling staging and QA environments with data that accurately reflects the production environment.
  • By utilizing this feature, users can efficiently replicate production data in staging environments, thus accelerating release cycles and reducing bugs in production.

Feature 3: Local Development Unblock

The Local Development Unblock feature offered by Tonic.ai enables users to gain rapid access to de-identified datasets that closely resemble production data, allowing for efficient local development.
  • With Local Development Unblock, users can access representative production datasets that are subset down for efficiency and easily spun up as needed.

How to Use Tonic Textual?

Step 1: Deploy Tonic
  • Go to the Tonic Textual homepage at https://tonic.ai/
  • Sign up for an account or log in if you already have one.
  • Choose between deploying a self-hosted instance of Tonic or using Tonic Cloud.
  • Follow the on-screen instructions to complete your chosen deployment.
Step 2: Connect to Your Data
  • Navigate to the database connectors section on Tonic Textual.
  • Select the type of database you want to connect with (relational, NoSQL, data warehouses, or file types).
  • Follow the detailed instructions provided in the documentation to establish the database connection.
  • Ensure the connection is verified and secure within Tonic.
Step 3: Transform Your Data
  • Access the data transformation tools in Tonic Textual.
  • Automatically identify sensitive data types using the Tonic's scanning features.
  • Apply realistic masking or synthesis to sensitive data. This helps to maintain data consistency and preserve relationships across your database.
  • Verify that the transformations are correctly applied to ensure data utility and privacy.
Step 4: Distribute Safe, Realistic Data
  • Provision synthetic data to your team via container repositories within Tonic Textual.
  • Alternatively, spin up a new database instance using the transformed data.
  • Set up processes to refresh the data on demand to ensure it remains up-to-date and consistent.
  • Monitor the distribution process to ensure data is securely and accurately delivered.
Step 5: Maintain Data Environments
  • Regularly refresh synthetic data across all your development, testing, and staging environments using Tonic Textual.
  • Ensure that all environments are consistent and in sync.
  • Use Tonic’s features to eliminate delays in data availability.
  • Monitor the environments to keep data fresh and minimize risk.
Step 6: Ensure Compliance
  • Use Tonic Textual to generate realistic test data that ensures both privacy and utility.
  • Implement the generated test data to comply with regulatory standards.
  • Ensure compliance across the organization without disrupting developer workflows.
  • Regularly review and update the compliance data policies to adapt to any new regulations.

Tonic Textual Pricing

  • Tonic Structural

    Safe, realistic structured and semi-structured synthetic data generation for hydrating staging environments, enabling local development, and fueling secure analytics.

    Starting at $199/month for 20 tables

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    Pay-as-you-go for developers and small teams with simple use cases

    Adapt to changing business needs without overcommitting budgets

    Comprehensive Generator Library

    Subsetting with Referential Integrity

    Data Connector Types

    Supported data types

  • Tonic Validate

    Rigorous metrics, benchmarking, and continuous monitoring for production RAG systems.

    20 free runs per month; $0.10/run thereafter

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    Automated, LLM-powered RAG evaluation and experimentation

    Log, measure, and assess RAG response quality against a set of benchmark responses

    Track how well your RAG system is responding to user queries in production

    GitHub Actions templates for easy CI/CD integration

    Visualize granular changes in system performance over time

    Review retrieved context and LLM responses

    Build custom performance benchmark datasets

Tonic Textual Frequently Asked Questions

What solutions does Tonic Textual offer for modern testing workflows?

How can Tonic Textual help in fixing staging environments?

What benefits does Tonic Textual provide for unblocking local development?

How does Tonic Textual keep data environments fresh and in sync?

How does Tonic Textual help in achieving regulatory compliance?