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Tonic.ai description
Tonic.ai helps software developers build and test their products faster using something called synthetic data. This means they create a safe, fake version of your real company data which can be used without putting sensitive information at risk. This fake data looks and acts like the real thing, making it useful for tasks like testing new software or training AI models. This helps your developers work faster and reduces the risk of real data being leaked or misused. Tonic.ai is trusted by companies like eBay and Flexport.
Who is Tonic.ai best for
Tonic.ai helps software developers and AI engineers safely use data for testing and development by creating realistic, fake data. This synthetic data mimics real data without containing sensitive information, allowing for safe testing and model training. Users love its ease of use and integration with existing tools, but some dislike the outdated login method and limited documentation.
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Best for small to mid-sized businesses.
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Ideal for software development and AI/ML teams.
Tonic.ai features
| Supported Tonic.ai can create synthetic data which can be used to train AI/ML models. |
| Supported Tonic.ai connects to various data sources using native connectors. |
| Supported Tonic.ai transforms data during synthetic data generation, including anonymization. |
| Supported Tonic.ai generates synthetic data from structured sources like relational databases. |
| Supported Tonic.ai maintains data field relationships using features like generator linking and virtual foreign keys. |
Tonic.ai reviews
- Generates realistic, safe synthetic data for testing and development.
- Excellent and responsive customer support.
- Automates data sanitization and schema change detection.
- Easy to use and customize for various de-identification needs.
- Integrates well with existing workflows and tools like Slack and AWS Lambda.
- AWS access key login method is outdated and poses security risks.
- Insufficient documentation and tutorials, especially for advanced features like AI Synthesizer.
- Lack of in-product scheduling for data de-identification jobs.
- Overly enthusiastic sales team can be pushy.
Tonic.ai pricing
The commentary is based on 2 reviews from Tonic.ai G2 reviews.
Tonic.ai's cloud offering is generally considered cost-effective, especially when compared to building an in-house solution. However, the enterprise version's pricing may be a concern for some. Self-hosting is an available option.
See the Tonic.ai pricing page.
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Tonic.ai has a free trial.
Pay-as-you-go
Comprehensive Generator Library, Privacy Scan, Cross-Table Consistency, Schema Change Alerts, Virtual Foreign Keys, Concurrent Generations, Subsetting with Referential Integrity, Upsert w/o Schema Differences, Encryption Support, Workspace Inheritance, Generator Presets. Choose 2 data connector types.
Professional
Comprehensive Generator Library, Privacy Scan, Cross-Table Consistency, Schema Change Alerts, Virtual Foreign Keys, Concurrent Generations, Subsetting with Referential Integrity, Upsert w/o Schema Differences, Encryption Support, Workspace Inheritance, Generator Presets. Choose 2 data connector types.
Enterprise
Comprehensive Generator Library, Privacy Scan, Cross-Table Consistency, Schema Change Alerts, Virtual Foreign Keys, Concurrent Generations, Subsetting with Referential Integrity, Upsert with Schema Differences, Encryption Support, Workspace Inheritance, Generator Presets. Choose unlimited data connector types.
Tonic.ai alternatives
Microsoft Defender for CloudBetter for enterprise companies. Focuses on cloud security posture management, threat detection, and compliance across multiple cloud platforms. Broader industry applicability. Has more momentum. Users appreciate real-time threat detection and seamless Microsoft integrations, but dislike the complex pricing and occasional alert overload.Read more
SynthoBetter suited for broader business needs, not just software development. Has stronger website traffic growth momentum. Offers data validation features. A good Tonic.ai competitor for broader data needs.Read more
LaceworkBetter for medium and large businesses. Focuses on cloud security and compliance, offering comprehensive visibility into cloud activity. Provides detailed reports and integrates with other security tools. Lacework is a Tonic.ai competitor and alternative. Has declining employee growth.Read more
Druva Data Resiliency CloudBetter for medium and enterprise companies. Focuses on backup and recovery, ransomware protection, and compliance, unlike Tonic.ai's synthetic data generation. Druva Data Resiliency Cloud is favored for ease of use and reliable backups but has some concerns about restore speed and price. A strong Tonic alternative for comprehensive data protection.Read more
Altair SimSolidBetter for engineering professionals needing fast structural simulations. A Tonic.ai alternative focused on design validation and performance simulation with a meshless approach.Read more
Tonic.ai FAQ
What is Tonic.ai and what does Tonic.ai do?
Tonic.ai generates safe, synthetic data that mimics real data for software testing and AI model training. This protects sensitive information while enabling developers to work faster and more efficiently. It's trusted by major companies and offers various data generation and transformation features.
How does Tonic.ai integrate with other tools?
Tonic.ai integrates with various tools to enhance its functionality and streamline workflows. It offers integrations with Slack for notifications and AWS Lambda for custom data processing. Tonic.ai also connects to various data sources using native connectors.
What the main competitors of Tonic.ai?
Tonic.ai's main competitors include Syntho, which also specializes in synthetic data generation, and brudata.ai, focusing on data privacy and synthetic data for AI model training. Other alternatives, while not direct competitors, offer overlapping functionalities, such as Microsoft Defender for Cloud and Lacework for security, and Druva for data resiliency.
Is Tonic.ai legit?
Yes, Tonic.ai is a legitimate company trusted by large enterprises like eBay and Flexport. They offer synthetic data generation solutions that help developers build and test software and train AI models safely. Users praise its realistic data and responsive support.
How much does Tonic.ai cost?
Tonic.ai offers pay-as-you-go pricing starting at $199. They also have Professional and Enterprise plans, but pricing is not publicly available. Contact Tonic.ai for a custom quote.
Is Tonic.ai customer service good?
Tonic.ai's customer service receives positive feedback. Users highlight the team's responsiveness, helpfulness, and willingness to collaborate. They praise the "white-glove" approach and quick responses to inquiries. However, some find the sales team a bit too enthusiastic.
Reviewed by
Michal has worked at startups for many years and writes about topics relating to software selection and IT management. As a former consultant for Bain, a business advisory company, he also knows how to understand needs of any business and find solutions to its problems.
Tymon is a seasoned CTO who loves finding the perfect tools for any task. He recently headed up the tech department at Batmaid, a well-known Swiss company, where he managed about 60 software purchases, including CX, HR, Payroll, Marketing automation and various developer tools.