For businesses with real operating history
Transform the knowledge captured in everyday operations into a resource for AI
development. License operational data while keeping ownership of your business
and protecting sensitive information.Turn the knowledge in everyday operations into a resource for AI, and keep ownership of your business data.
Start with a short eligibility check. No commitment.
01 — Data types
Each one is reviewed, anonymized and licensed.
Start with one, combine them, or add new records
as your business keeps operating.
Category 01
Email, chat and call records that show how decisions get made.
Licensed as · anonymized
records, defined scope.
Licensed as · anonymized, structured records with a defined scope.
Explore Communications Data
Category 02
Pipeline history and account notes
that capture years of commercial
judgement — who was won, and
why.
Licensed as · bounded account
histories, identifiers removed.
Licensed as · bounded account histories,
identifiers removed.
Category 03
Tickets, runbooks and workflow
logs — a working record of
problems solved.
Licensed as · anonymized ticket
and workflow sets.
Licensed as · anonymized ticket and
workflow sets.
Categories shown are examples — every record is reviewed individually.
Select a panel to expand it
Licensing, explained
A four-part process, run with your team. Each step ends
in something you can review and approve.
Systems, history and record types mapped with
your team in a short intake.
You get · a data inventory
A sample of the record is read before anything
is valued — not just counted.
You get · a written assessment
Names, emails and account numbers are stripped
before any record is shared.
You get · an anonymized set
A defined scope and term, then secure delivery
of approved, anonymized data.
You get · a signed, bounded license
02 — Example license
One sample engagement, start to finish: licensing a support team’s ticket and CRM history. Every file
below is illustrative — not client data.
Licensing a support team’s operating record
Support tickets,
CRM account notes
Signed off by both teams
What makes a record
valuable
Bar = criterion weight (sample)
Identifiers, removed
before sharing
Check · every redacted field is
verified before release.
Ready for licensed
use
Other records include
03 — How it works
Four steps, one point of contact, and a clear view
of what you provide and what you get at each
stage.
01
Answer a few questions about your
systems, history and sector in a
few minutes.
You provide · system overview, history
You get · an eligibility read-out
02
A sample of the record is read so
its depth and value can be
assessed.
You provide · sample access approval
You get · a written assessment
03
Most of the work
Identifiers are removed and every
batch is checked a second time.
You provide · redaction preferences
You get · batch-by-batch review
04
A defined, bounded license — the
business and the data stay
yours.
You provide · final sign-off
You get · signed terms, next steps
04 — Who qualifies
Any company with real operating history can qualify — what matters is the depth and
texture of the record, not headcount.
Services
Client emails, proposals and project files that show how expert advice is scoped, delivered and revised over many years.
Logistics
Dispatch notes, tickets and exception logs that capture how real problems get noticed, escalated and resolved.
Software
Support threads, product discussions and pipeline history built up over years of shipping and selling software.
For businesses
“Everyday records — emails, tickets, decisions — teach AI
how real work actually gets done, step by step.”
05 — Privacy and review
How records are reviewed and how sensitive data
is protected — applied to every single license.
A portion of the record is reviewed before any offer.
The license covers named material for a named term.
Data you hold on behalf of your own clients stays out.
Every batch gets a second review before it moves.
Every item records its system, period and scope.
Names, emails and account numbers are stripped out.
Redaction is handled by dedicated privacy specialists.
The business and the underlying data remain yours.
Licensed data is used only as the agreement defines.
You decide how long licensed data is kept.
Illustrative: specific controls are confirmed in each individual license agreement.
06 — Sample records
Real outcomes are published only with each company’s permission. Until then, we show exactly
what a licensed record contains.
Sample · Review
How three record types score on depth, reasoning and completeness.
Assessed signal (sample)
Sample · Dataset
Ticket threads with names removed and a full
review trail.
Reserved
Outcomes from completed licenses will
appear here, published with each
company’s permission.
07 — Check your record
Tell us which systems you use, how long you’ve operated, and the
records you hold.
What the first call covers · 30 min
Afterwards: a written summary of scope, anonymization and next steps.
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