Tonic.ai pricing and plans

Synthetic data generation via agentic AI

AI-powered synthetic data generation of fully relational databases and unstructured datasets for new product development, model training, and edge case testing.

Free

$0 per month

Explore data synthesis via agentic AI

Includes:

$10 of monthly credits

Basic data export options

Support via Discord

Deployment via Tonic Cloud

Plus

$29 per month

Generate synthetic data at scale

Includes:

$25 of monthly credits

Pay-as-you-go for additional usage

Basic data export options

Support via Discord and email‍

Deployment via Tonic Cloud

Enterprise

Custom pricing

Maximize enterprise-grade synthetic data workflows

Includes:

Custom and pooled usage

Centralized billing

Expanded export options, including Microsoft SQL Server and Oracle

Dedicated customer support

Multiple workspaces with RBAC

Authentication via SSO

Deployment via Tonic Cloud or self-hosted

Common questions

Tonic Fabricate makes generating realistic synthetic data as simple as asking for it. Chat with the Data Agent to build and iterate on your ideal dataset, whether it’s a relational database, PDFs, docx files, or a myriad of other unstructured data types. Leverage the vast domain expertise of LLMs and Tonic.ai's industry-leading synthetic data generators to achieve unprecedented realism in a matter of minutes, then rapidly export your data in the format you need. With Fabricate's scalable, synthetic data, developers and AI engineers are free to innovate, unblocking product development, optimizing model training, and turbocharging time-to-market.

The Free tier includes $10 in monthly usage credits to start generating data immediately. No credit card is required.

Usage is measured in tokens, which are chunks of data like words, numbers, or values in a table. Fabricate breaks down your input data into tokens so it can analyze it and synthesize your output effectively. Usage is consumed whenever the underlying LLM processes your prompt or generates a response. Consumption scales with the complexity of the task and the number of conversational "turns" required. You can monitor your usage on the progress bar within the Data Agent interface or on your "My Account" page.

In general, costs are typically driven by the complexity of the task (ie, the scale and complexity of your data generation request). Costs also increase with the number of conversational "turns"—each time you ask the agent to refine, correct, visualize, or output the data. Here are some guidelines:

  • Standard Turn: A basic correction or visualization is approximately $0.17.
  • Complex Turn: Refining an intricate, multi-table schema is approximately $0.37.
  • The Free tier's $10 covers roughly 9 highly complex, multi-step generation sessions.

Tonic Fabricate supports a wide range of formats, including relational databases and unstructured data (PDFs, DOCX, etc.). The Data Agent is powered by foundation models with deep, ingrained domain knowledge, enabling it to generate hyper-realistic, tailored data across any industry—simply prompt it with your domain and use case.

You retain full ownership of all generated data. However, Tonic.ai reserves the right to utilize your conversational prompts and feedback to further refine and improve the Data Agent's performance.

You can start for free with $10 in monthly usage credits. For individual users who need more capacity, we offer a simple $29/month plan that includes $25 in usage credits—additional usage will incur metered charges.

Visit our main product page for detailed information: https://www.tonic.ai/products/fabricate
View our walkthrough video: https://www.youtube.com/watch?v=qAtGUNLav5k

Structured data de-identification

AI-powered Test Data Management to transform sensitive production data into safe, high-fidelity test data for software development and QA.

Professional

Custom pricing

Generate high-fidelity, privacy-preserving test data that mirrors production

Includes:

Up to 10TB of source data

Up to 10 users

2 data source types

Unlimited workspaces, databases, and generated data

Deployment via Tonic Cloud‍

Authentication via Tonic Auth or Google SSO

Enterprise

Custom pricing

Achieve unified compliance and streamlined productivity across the organization

Includes:

Unlimited source data

Unlimited users

Unlimited data source types

Unlimited workspaces, databases, and generated data

Deployment via Tonic Cloud or self hosted

RBAC

Authentication via SSO/SAML

Supported data sources

PostgreSQL
MySQL
MariaDB
SQL Server
MongoDB
DocumentDB
DynamoDB
Snowflake
BigQuery
Redshift
Databricks
Salesforce
Spark SDK
Flat files
Db2
Enterprise only
Oracle
Enterprise only

Common questions

Annual pricing for Tonic Structural is determined by the Plan you select and the amount of source data connected to Tonic. Source data is defined as the total size on disk of data sources connected to Tonic Structural, excluding logs and indexes. Our pricing model builds in volume discounts, so the incremental price per GB of source data decreases as you connect more data to Tonic Structural.

Tonic Structural is compatible with databases deployed on all major cloud providers, including AWS, Microsoft Azure, and GCP.

Yes, for Enterprise plan customers, we will sign Business Associate Agreements (BAA) and Data Processing Agreements (DPA). Tonic.ai is also SOC2 certified, GDPR compliant, and HIPAA compliant, and Tonic Cloud is an AWS Qualified Software.

Unstructured data de-identification

A unified platform for detecting, enriching, and protecting sensitive text across AI workflows.

Pay-as-you-go

Flexible, usage-based pricing that scales with you

Includes:

Unlimited words scanned

Unlimited users and custom detection models

Flat rate per 1,000 words processed

Dashboard for tracking and planning usage

Enterprise

Custom Pricing

Includes:

All of the Pay-as-you-go features

Deployment via Tonic Cloud or self-hosted

Dedicated account manager

Robust onboarding and implementation support

Direct contact with your account team via Slack

Features

Pay-as-you-go
Enterprise
Standardize, enrich, and secure your unstructured data for AI development
Configure enterprise-grade unstructured data pre-processing pipelines in minutes
Enrich vector stores with NER-powered entity metadata tags to improve RAG performance
Automatic redaction and reversible tokenization of sensitive entities ensures privacy is maintained
Optional synthetic data replacement helps maintain semantic realism of your data
Use Textual pipelines directly in your existing workflows with Python SDK and REST API
Custom entity types to build and train detection models on your own data
Access to Guided Redaction for human-in-the-loop redaction workflows
Google SSO or Tonic Auth
Cloud or Self-Hosted deployments

Native support for

TXT
DOCX
PDF
CSV
XLS
TIFF
PNG
JPEG
PPTX
PARQUET
HTML
XML
JSON

Common questions

Tonic Textual pricing is volume based. You will be charged based on what you use, defined as the number of words processed. Our pricing model scales sublinearly such that larger amounts of text are significantly discounted per unit. Contact us to receive a custom quote.

Yes, for annual engagements, we will work with you to scope your estimated needs for the year and allocate a bank of words that you are free to use throughout the year.

Our hosted cloud version of Tonic Textual is optimized for speed and performance and is the best option. Textual is also available for self-hosted deployments, as an AMI on the AWS Marketplace, or as a Snowflake Native App.

The Tonic Portfolio

The Tonic.ai portfolio is your solution to building data-driven software and AI/ML models. Get all the value of production data without actually having to copy sensitive data around your organization and unlock strategic data assets for use across functions, from engineering, to business operations, to data science/ML teams. With high quality data, teams author fewer defects and ship faster all while having a strong security posture.