Tonic.ai de-identifies Your Data. Limina Activates It.
Tonic stops at redaction. Limina covers the full data privacy stack—pipelines, compliance, outbound monitoring, and LLM safety—through a single API, deployed inside your infrastructure, with nothing sent to a third party. Ever.
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99.96%
60+
54
0
Where Limina Wins
A direct comparison across the dimensions that matter most to engineering and compliance teams.
Feature By Feature
Limina vs. Tonic Textual and Tonic Structural across the full capability set.
Built for Teams With Real Exposure
The organizations that choose Limina over Tonic are the ones where a missed identifier has real consequences.
Healthcare & Life Sciences
Clinical data lives in EHRs, dictated notes, radiology images, and patient call recordings. Limina de-identifies all of it — with 99.96% accuracy and full HIPAA/HITECH compliance — through a single integration.
Financial Services
Customer records span structured databases, free-text notes, and recorded calls. Limina handles all three without separate products or separate compliance reviews — and nothing crosses a boundary you don't control.
Global Enterprises
An English-first tool isn't a global compliance strategy. Limina supports 54 languages with the same accuracy benchmark, so EMEA, APAC, and LATAM teams aren't operating at a lower standard.
Healthcare & Life Sciences
You can't train on data you can't touch. Limina strips PII at ingestion so AI teams work on the full dataset — not a degraded scrubbed version. Deterministic output means de-identified data is as useful for model training as it is for audit.
Regulated & High-security Environments
If your data can't leave your walls — not even to a vendor's cloud — you need true air-gapped deployment. Limina runs entirely inside your infrastructure. Nothing is stored, transmitted, or logged outside your environment.
The Honest Comparison
What Tonic says about themselves—and what's actually worth knowing.
“Tonic is a one-stop-shop for structured and unstructured data.”
Only if you buy two products. Tonic Textual handles unstructured. Tonic Structural handles structured. Limina handles both through the same API call—one contract, one integration, one vendor relationship to manage.
“Tonic has a better UI for non-technical teams.”
That’s true and worth acknowledging. Limina is built API first—faster for engineering teams integrating into pipelines, but a lighter experience for non-technical users who want a no-code interface. Know your team's workflow before you decide.
“Tonic has expert determination partnerships for HIPAA compliance.”
Tonic partners with external providers for expert determination certification. Limina's 99.96% accuracy is validated directly—the methodology is built into the product, not outsourced. The compliance path doesn't require an additional third party.
“Tonic's benchmarks show strong performance.”
Tonic's published benchmarking whitepaper compares Textual against AWS, Azure, GLiNER, and Presidio. Limina doesn't appear in their comparison set. We'd welcome a head-to-head evaluation on your data.
“What about Tonic Fabricate for synthetic data generation?”
Tonic Fabricate generates synthetic data from scratch for test environments—it's a useful tool for that specific workflow. Limina is focused on activating real data safely. If you need to replace real data with synthetic source data for dev environments, Fabricate is purpose-built for that. If you're unlocking your actual data for AI, compliance, and analytics—that's Limina's domain.
See Limina on Your Data
Most teams know within a single proof of concept whether Limina fits. We'll run it against your formats, your languages, your edge cases — so the comparison is real, not theoretical.