Tech riderRev. 30 Sept 2026

Tonic.ai

Ch 057.1of 30 Synthetic Data Generation Software

1Runs onAPI, self-hosted, Web
2CostsFree plan · paid from $29/mo
3Data modalitiesrelational databases, unstructured data, free text, PDFs, DOCX files, emails, JSON, mock APIs
4Privacy techniqueboth
5Deployment optionshybrid
6API accessYes
7Output formatsCSV, JSON, XML, SQL, DOCX, EML, SML, SQLite, Avro, Iceberg, MongoDB, Parquet, Amazon S3, PostgreSQL, MySQL, Snowflake, Databricks

7 lines stated Written from the maker's own pages: tonic.ai

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Overview

Tonic.ai is ranked #5 of 30 in synthetic data generation software on Specifiction. It runs on API, Self-hosted, Web. There is a free plan. Paid plans start at $29/mo.

Tonic.ai plans and pricing

All plans

Fabricate Plus $29/mo $29 per month $25 of monthly credits · Pay-as-you-go for additional usage · Basic data export options · Discord and email support · Tonic Cloud deployment tonic.ai · 30 Sept 2026

Fabricate Enterprise Not published Custom pricing Custom and pooled usage · Centralized billing · Expanded export options, including Microsoft SQL Server and Oracle · Dedicated customer support · Multiple workspaces with RBAC · SSO · Tonic Cloud or self-hosted deployment tonic.ai · 30 Sept 2026

Fabricate Free Not published $0 per month $5 of monthly credits · Basic data export options · Discord support · Tonic Cloud deployment tonic.ai · 30 Sept 2026

Structural Enterprise Not published Custom pricing Unlimited source data, users, and data source types · Unlimited workspaces, databases, and generated data · Tonic Cloud or self-hosted deployment · RBAC · SSO/SAML tonic.ai · 30 Sept 2026

Textual Pay-as-you-go Not published Flat rate per 1,000 words processed; contact Tonic for a quote Unlimited words scanned · Unlimited users and custom detection models · Usage dashboard tonic.ai · 30 Sept 2026

Textual Enterprise Not published Custom Pricing Pay-as-you-go features · Tonic Cloud or self-hosted deployment · Dedicated account manager · Onboarding and implementation support · Direct contact with account team via Slack tonic.ai · 30 Sept 2026

Compared on synthetic data generation software

Free plan: Yestonic.ai
Paid from: $29/motonic.ai
Data modalities: relational databases, unstructured data, free text, PDFs, DOCX files, emails, JSON, mock APIstonic.ai
Privacy technique: bothtonic.ai
Deployment options: hybridtonic.ai
API access: Yestonic.ai
Output formats: CSV, JSON, XML, SQL, DOCX, EML, SML, SQLite, Avro, Iceberg, MongoDB, Parquet, Amazon S3, PostgreSQL, MySQL, Snowflake, Databrickstonic.ai

Facts

What it does: Tonic.ai describes itself as a synthetic data platform for safe, realistic data used in software development, testing, and AI model training.tonic.ai · 30 Sept 2026
Product suite: The platform includes Fabricate for generating synthetic data, Structural for transforming production data into test data, and Textual for redacting and synthesizing unstructured data.tonic.ai · 30 Sept 2026
Fabricate: Fabricate’s Data Agent can generate relational databases and unstructured datasets through conversational prompts, and the pricing page lists mock APIs as a feature.tonic.ai · 30 Sept 2026
Structural: Structural detects PII and PHI, applies masking and synthesis while preserving relationships, and supports database subsetting with referential integrity.tonic.ai · 30 Sept 2026
Textual: Textual supports automatic redaction, reversible tokenization, optional synthetic replacement, and Python SDK and REST API workflows.tonic.ai · 30 Sept 2026
Integrations: Listed integrations and sources include PostgreSQL, MySQL, MariaDB, SQL Server, MongoDB, Snowflake, BigQuery, Redshift, Databricks, Salesforce, and flat files.tonic.ai · 30 Sept 2026
Textual formats: Textual lists native support for TXT, DOCX, PDF, CSV, XLS, TIFF, PNG, JPEG, PPTX, PARQUET, HTML, XML, and JSON.tonic.ai · 30 Sept 2026
Security: Tonic says employees do not access customer data and the platform does not store it; its controls include least-privilege access and an independently maintained SOC 2 report.docs.tonic.ai · 30 Sept 2026
Compliance: The pricing page says SOC 2 Type II reports, HIPAA attestations, penetration test reports, DPAs, and enterprise BAAs are available or offered as described there.tonic.ai · 30 Sept 2026
Support: Fabricate Free support is via Discord, Plus support is via Discord and email, and Fabricate Enterprise includes dedicated customer support.tonic.ai · 30 Sept 2026
Notable limits: Structural Professional is limited to 10TB of source data, 10 users, and 2 source types, while Oracle and Db2 are marked Enterprise only in the listed supported sources.tonic.ai · 30 Sept 2026
Who it is for: Tonic says its products serve engineering and AI teams working on software development, testing, QA, and AI model training, including regulated industries.tonic.ai · 30 Sept 2026
Company history: Tonic.ai says it was founded in 2018 and acquired Fabricate in 2025.tonic.ai · 30 Sept 2026