Privaro
Runtime PII detection and governance proxy for LLMs
Details
- External ID
- 1252180
- Source
- PH
- Company
- —
- Product
- Privaro
- Website domain
- producthunt.com
- Launched
- Sept. 18, 2026
- Cohort
- —
- Upvotes
- 2
- Upvotes percentile
- 0.7405388069275176
- Tags
- Privacy, Developer Tools, Artificial Intelligence, OpenAI Day
- Fetched at
- Sept. 19, 2026, 5:01 p.m.
- Updated at
- Sept. 19, 2026, 5:01 p.m.
Description
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.
Enrichment
- Theme
- automated legal and compliance tools
- Vertical
- Security
- Function
- Compliance & governance
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- runtime pii detection and governance proxy for llm applications
- Manually corrected
- False
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 — 47 launches clear the similarity bar, closest 8 shown.
Attention rank: #10 of 48 (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 0.40
- DataMask · ph · 2026-09-19 · 1 upvotes · similarity 0.39
- Local Privacy Firewall-blocks PII and secrets before ChatGPT sees them · hn · 2025-12-09 · 111 upvotes · similarity 0.38
- 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 0.36
- How to analyze your LLM output · hn · 2026-05-19 · 10 upvotes · similarity 0.35
- PerDiemo · ph · 2026-09-10 · 1 upvotes · similarity 0.35
- Castra · hn · 2026-04-01 · 8 upvotes · similarity 0.35
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a compliance & governance tool for Media & entertainment yet.