CANDOR DATA

EST. 2026  ยท  DATA BROKERAGE & DE-IDENTIFICATION

Operational data, made trainable. Never exposed.

Candor Data turns operational data from real companies into training-grade corpora for the labs building the next generation of AI, de-identified, with consent, provenance, and chain of custody attached to every record.

Talk to us How it works ↓
01 What we do

We turn the data that already runs your business into a corpus the world's AI labs can actually license.

Most operational data never leaves the systems it was born in: CRMs, support queues, transaction logs, case files. That data is exactly what today's frontier models need more of, and exactly what most companies have no safe way to sell.

Candor Data is the bridge. We run the export, and nothing reaches a lab until it has been de-identified, reconciled, and signed. You keep the upside, without the exposure.

  • Point-in-time exports, not a live pipe into your systems
  • No raw record ever reaches a lab: de-identification and verification come before any corpus is licensed
  • A signed, auditable manifest of exactly what moved and when
02 Our specialty

De-identification is the whole product, not a feature.

Every field is evaluated, classified, and then generalized or replaced with a stable synthetic identifier, so the shape of the data survives and the people in it do not.

SOURCE RECORD

name
Sarah Chen
email
s.chen@acmecorp.com
account_id
88213-A
note
"called re: invoice #4471, upset"

DE-IDENTIFIED & SIGNED

name
psn_4f21ba
email
psn_4f21ba@corp-3f8.example
account_id
usr_7f3a9c
note
"called re: billing dispute, upset"
Consent-first, every source
No raw data reaches a lab
Chain of custody, per object
Signed provenance, always
03 What you get back

This isn't just a data sale.

Every engagement starts with a free readout of your own operational data: where the manual work actually lives, and where an agent could take it over. You get that analysis, and hands-on help acting on it on the StartupOS platform, before any data is sold.

A free automation audit

We map your operational data against the manual work behind it and show you exactly where agents can take over, no charge, whether or not you move forward.

Real agents, on StartupOS

We help you build and ship a first set of automations on StartupOS, the agent platform, using exactly what the audit finds, on us.

Visit startupos.com →

Your data works twice

The same de-identified corpus that funds the engagement doubles as the blueprint for your own StartupOS agent roadmap.

04 How we work with you

Four steps. One point-in-time engagement.

  1. 01

    Assess

    We map your source systems and score what's actually valuable for training, before anything moves.

  2. 02

    Extract

    A one-time, point-in-time export runs against your systems on your terms, landed in an isolated staging zone.

  3. 03

    De-identify & verify

    Every record is de-identified, reconciled against the source count, and signed for chain of custody.

  4. 04

    License & deliver

    The finished corpus is cataloged, priced, and licensed to labs, on commercial terms agreed with you before anything moves.

05 Talk to us

Have operational data worth licensing?

Tell us a bit about your company and what systems you run. We'll follow up within one business day.

No data changes hands until you say so. This form just starts the conversation.