Unblock
your data deals.
Close data deals faster. Hand labs a de-identified dataset with a chain of custody for every file, processed entirely in your own cloud account.
Pre-launch · paid pilots, founder-run
Public benchmark · our own runs · Oct 2026
- Leak check
- 0
- listed names, emails, phones in 3,736 written files
- Held back
- 479
- of 4,215 files held back for review, not written
- Recall
- 96.5%
- entity recall on 7 held-out workspaces
Measured on a public 21-workspace de-identification benchmark (v2.5), internal runs. Method →
Works on the files you actually have
Email
Slack
PDF
Scans
Handwriting
Word
Excel
CSV
And many more
Wherever your data lives.
Export it. CORPUS Engine de-identifies it in your cloud account.
Databases & warehouses
Team chat & email
Customer & vendor messaging
Finance, ERP & payments
Engineering & product analytics
Growth, CRM & ads
Health records & imaging
CAD, BIM & design
Gaming & media
Files, docs & HR
Commerce & retail
Common sources of the exports CORPUS Engine processes: database dumps, chat and email archives, documents, scans, drawings. Names and logos belong to their owners; no affiliation implied.
From raw archive to licensable dataset
- 01
Read files
Text, layout and hidden parts of each file.
- 02
Find entities
Names, companies, IDs, emails and phones, flagged.
- 03
Link identities
One identity per person, from your files' evidence.
- 04
Assign personas
One consistent fake per identity; scans burned out.
- 05
Verify output
A pass-or-hold verdict per file, with reason.
- 06
Release dataset
Clean files, review queue, per-file audit report.
Coherent threads. Real identities replaced.
A who's-who map: Erik, E.N. and erik@… are one person, so he gets one fake everywhere and the threads labs buy still add up.
From: Erik Nilsson <erik@fenmoor.example>
To: Ana Ruiz
Hi Ana, E.N. will send the renewal deck today.
Call me on +44 20 7946 0958 before the Halvard Labs review.
Thanks, Erik
--
Erik Nilsson · Head of Partnerships
Halvard Labs · 14 Kestrel Row, Bristol BS1 4QA
erik@fenmoor.example · +44 20 7946 0958
Synthetic examples. Drag to compare.
- Erik Nilsson · E.N. · erik@…→ one person
- R.J.→ not linked: two people match
Nothing ships unchecked.
- thread-0412.emlWritten
- intake-scan-0193.pdfWritten · burned out, OCR re-read
- forecast-q3.xlsxHeld back · name in a hidden sheet
- slack/general/2026-03-17.jsonWritten
- board-pack.docxHeld back · name in a comment
De-identify at the source.
Identifiable data is the risk. Move it, and the risk moves with it. So CORPUS Engine runs where your data already lives, internet disconnected.
- Trust
We never see your data. Nothing to upload.
- Control
Your cloud account, your policy, your keys.
- Visibility
Review every change before anything leaves.
The gold standard: identifiable data stays protected until de-identification is complete. Only de-identified data moves.
- HIPAA de-identification
- GDPR pseudonymization
- CCPA
- Data residency
Built for these workflows. Not a certification.
Bring your own cloud.
CORPUS Engine runs inside your cloud account on a private network, internet disconnected. You apply our Terraform on a guided call. We never hold credentials and never receive your data. Keep it running, or destroy it.
AzurePilots now
AWSNext
Google CloudNext
Red HatRoadmap
OpenShiftRoadmap
VMwareRoadmap
Oracle CloudRoadmap
IBM CloudRoadmap
- Detect
- Link
- Replace or redact
- Custom entities
- Plain-language policy
- Review queue
- Audit report
- API, CLI & Python SDK
- Local MCP
- Your blob storage
Every file you sell comes with its paper trail.
Per-file audit report: what was found, what was replaced, what was held back, and why.
Prove it on
your own archive.
A paid, fixed-scope pilot on one archive, inside your own cloud account, ending with a per-file audit report. Book a call and we'll scope it together.