
Presidio
Knovari
Skyflow
iDox.ai Guardrail
RedactifyAI
Microsoft Azure Purview
Amazon Comprehend
Amaze detects and masks PII entirely on your own machine or infrastructure, so lawyers, doctors, and analysts can use ChatGPT, Claude, and Gemini without sending client data to the cloud.

Simple, reliable & efficient distributed task queue for C++

Website, pricing, platforms and company facts side by side.
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| Website | heyamaze.com | github.com |
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| Company | Startup from Poland · 2026 | — |
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In their own words, as submitted to SaaSHub.


Amaze is a desktop app for on-device PII anonymization — for people who paste work documents into AI chatbots but can't let client data reach the cloud. It detects and masks 13 categories of personal data (people, companies, locations, dates, email, phone, IBAN, logins, passwords, and Polish IDs:...
No description of cppq yet.
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When comparing Amaze and cppq, you can also consider the following products.

Presidio is the premier provider of digital transformation solutions built on agile secure infrastructure deployed in a multi-cloud world with business analytics.
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Knovari makes consultancies' knowledge safe, reusable and AI-ready by removing confidential or client-identifying data, while preserving the insights that matter.
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Skyflow’s data privacy vaults deliver security, compliance and governance via a simple API
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Prevent AI data leaks in real time. iDox.ai Guardrail monitors prompts, files, and AI responses—detecting and redacting sensitive data before it leaves your device.
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Automatically detect and redact legal sensitive terms from PDFs, Word docs, and scanned files. RedactifyAI handles discovery sets in one upload and syncs with Clio. Start free.
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Microsoft Azure Purview is a unified data governance solution that provides capabilities that cover the entire lifecycle from ingestion to cleansing, transformation, and security.
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