Privaro
Runtime PII detection and governance proxy for LLMs
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Privaro sits between your application and any AI model, intercepting every prompt before it reaches the model. It detects and tokenizes sensitive data — names, emails, IBANs, national IDs, medical records, contract clauses — in under 80ms. The model works on tokens, not real data. And every interaction generates a blockchain-certified audit trail. Built for teams shipping LLM features in regulated industries (fintech, legal, healthcare, insurance) who need to prove GDPR and EU AI Act compliance.
PH · launched Sep 18, 2026 · 2 upvotes (top 26%) · 0 views
Niche: ai api gateways and proxies · 336 launches, 7 in the last 7 days ▼ -46% · Explore this niche →
Category and tags
- Horizontal
- Compliance & governance
- B2B
- AI-native
- Commercial product
- Privacy
- Developer Tools
- Artificial Intelligence
- OpenAI Day
Visit website ↗ Source listing ↗
More like this: all 336 launches in ai api gateways and proxies →
Could you build this?
No Achieving sub-80ms real-time detection, de-identification, and reversible tokenization across high-entropy, diverse PII classes (including multi-lingual IDs, medical data, and contract clauses) at an inline network proxy level requires high-performance low-latency engineering and custom optimized edge ML models.
What it would actually take: A real implementation needs a high-performance reverse proxy written in Rust or Go, utilizing optimized ONNX/TensorRT-accelerated local NER models alongside ultra-fast deterministic regex/checksum pipelines. It must implement secure, distributed in-memory key-value tokenization vaults, fail-safe streaming HTTP parsers, and rigorous zero-data-leakage verification to meet GDPR and EU AI Act compliance.
Competitors
Other products that read as similar to this one : 103 launches clear the similarity bar, closest 8 shown.
Attention rank: #22 of 104 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 315 days after the earliest competitor.
- Limits · hn · 2026-02-25 · 9 upvotes · similarity 0.42
- DataMask · ph · 2026-09-19 · 1 upvotes · similarity 0.40
- Local Privacy Firewall-blocks PII and secrets before ChatGPT sees them · hn · 2025-12-09 · 111 upvotes · similarity 0.39
- TraceAIO · hn · 2026-06-30 · 6 upvotes · similarity 0.38
- Torrix, self hosted, LLM Observability,(no Postgres, no Redis) · hn · 2026-05-13 · 74 upvotes · similarity 0.37
- NYMETRA · ph · 2026-10-29 · 2 upvotes · similarity 0.36
- How to analyze your LLM output · hn · 2026-05-19 · 10 upvotes · similarity 0.36
- QuietOS · ph · 2026-10-17 · 2 upvotes · similarity 0.36
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