Confidential Pipelines

Collect data without keeping what you shouldn't.

A chain of signed stages: a public source, processors that may only lower the data's class (raw, pseudonymous, aggregate, released), and a sink that is the only stage anyone reads. Stages redact, pseudonymize, aggregate and add differential-privacy noise inside the enclave.

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Move data · Works with Data Vault & Tokenization, Confidential Gateway, Verifiable Audit Log · Same meters as every product

02 · Use case

Analytics without cookies or raw IPs

Who it's for: Marketing and product teams.

Today

Teams need traffic, funnels and attribution, but cookies and raw IP addresses bring consent banners and privacy risk, and analytics vendors end up holding the raw data.

With Confidential Pipelines

Events go into a Confidential Pipeline. Its stages pseudonymize identifiers, drop IP addresses and aggregate inside the enclave, and only the final, aggregated stage is readable.

What you get

Traffic, funnels and attribution without cross-site cookies
No raw IPs or IDs stored anywhere
Every stage attested

03 · How it works

Four steps, all inside attested nodes.

01 · Collect
A public source takes in events from apps and sites.
02 · Reduce
Stages redact, pseudonymize and aggregate inside the enclave.
03 · Release
Only the sink is readable, and only at its data class.
04 · Prove
Every stage is attested and every output receipted.

04 · Built in

What it inherits from the engine.

Confidential Pipelines runs on the same confidential engine as every Calimero product, so it comes with the same proof.

Attested hardware. Clients verify the node's image before sending anything.
Sealed end to end. Nobody, including us, can read data inside a sealed node.
Signed receipts. Every answer can be checked offline, later, by anyone.

How we prove it All products

05 · More in Move data

Works on the same engine.

See Confidential Pipelines running on attested hardware.

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