Privedge
Edge Inference

PII detected.
Never leaves the node.

In edge mode, inference runs on the same machine that received your request. No cloud API call. No third-party model. No network transmission. This is not a promise — it's an architectural fact.

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Two modes

Anonymize + Cloud
vs Edge Inference.

Choose the level of guarantee your use case demands.

Anonymize + CloudEdge Inference
Model GPT-4 / Claude LLaMA 70B
PII leaves edge Tokenized (reversible) Never
Guarantee type Contractual Architectural
Extra latency +50–100ms ~200ms local
Compliance GDPR, CCPA, HIPAA basic HIPAA strict, public sector, legal privilege
How it works

One node.
No external call.

In edge mode, the entire request lifecycle — detection, inference, response — happens inside the same V8 isolate on the same Cloudflare node.

Edge inference — request lifecycle
01
Request received
TLS 1.3 — Cloudflare edge node closest to user
02
PII detected
Regex + NER scan — PII found in prompt
03
Edge inference triggered
Workers AI model spins up on the same node
04
Inference runs locally
LLaMA 70B — zero external network call
05
Response returned
PII never left the node — architectural guarantee

The guarantee: there is no cloud API call, no third-party model, no network transmission of sensitive data. The inference runs on the same machine that received your request.

Your Request ──→ Edge Node
├── PII detected
├── Workers AI (same node)
└── Response ← no external call
✕ Cloud API — never called
Available models

Three models.
One node.

All models run on Cloudflare Workers AI — same edge node, same isolation model.

LLaMA 3.2 3B
Fast
~50ms
~$0.00013/req

High-volume classification, tagging, structured extraction

Free
50 edge requests/day
LLaMA 3.1 8B
Balanced
~100ms
~$0.00039/req

General-purpose Q&A, summarization, document analysis

Pro
2,000 edge requests/day
LLaMA 3.3 70B
Max quality
~200ms
~$0.00082/req

Complex reasoning, clinical notes, legal drafting, financial analysis

Enterprise
Custom limits
Who is it for

The sectors that need
architectural guarantees.

Healthcare / HIPAA
HIPAA strict · HITECH

PHI must never reach a third-party API. Edge inference makes that an architectural fact — not a BAA clause.

Legal / Professional Secrecy
Legal privilege · Professional secrecy

Attorney-client privilege cannot survive a cloud model API call. Edge mode processes every query on your firm's node.

Public Sector
NIS2 · EU AI Act · Data sovereignty

Government data sovereignty requires data never crosses borders. Edge inference eliminates the cross-border transfer entirely.

Regulated Finance
PCI-DSS · AML · SOC 2

PCI-DSS, AML, and financial data regulations require full control. Edge mode gives you a verifiable, auditable guarantee.

Ready?

Configure edge inference today.

Existing customers: enable edge mode in your dashboard. New to Privedge? Start with the free tier.

Configure in dashboard → Start free trial