Company data partnerships

Get paid for the operating history you already own.

AI developers license a de-identified copy of how work moves through a company: email, chat, files, CRM, billing. They learn the shape of the work, not who your customers are. Companies with 20+ office staff are typically offered from $200K.

What could your records be worth?

Full-time office staffPeople who work in your systems, mostly at a computer.

Field and non-office staffTechnicians, floor, shop or site staff.

Years of recordsHow far back your systems go.

Where the team is basedMainly, by headcount.

Indicative range

$200Kto$390K

Indicative range, not an offer. A fixed offer follows a review of your systems and history.

Continue to apply

Estimate your payout See how it works

De-identified before anyone else sees it
Audit a sample before it's shared
Fixed price in writing before you commit

30min

First call. No data, logins or commitment.

14days

Your place is held. Nothing is binding.

120days

Until your raw upload is deleted.

2–3months

Typical time from first call to paid.

What it's used for

It learns the shape of the work.
Not your customers.

Every tool you run already handles its own piece. What no software has seen is the judgment that moves work from one system to the next. AI developers pay for that record, so agents can one day do the re-keying for you.

One ordinary job, five systems

01 · Email
A request comes in
02 · Scheduling
Someone books the job
03 · CRM
The record is updated
04 · Invoicing
The invoice goes out
05 · Chat
A detail is fixed, 3 days later

The dashed handoffs are what is being learned: who decided what, and how the work moved on.

What the model learns

How a request becomes a decision, a job and a finished outcome.
Where experienced people make judgment calls, and what they weigh.
How exceptions get handled and mistakes get corrected.
How information moves between systems never built to talk to each other.

What it does not learn

Who any particular person is. Identifiers are transformed before anything is shared.
Your customer list, as a list to sell or market to.
Anything retrievable as a record. It is not a search index of your business.
Your competitive position. Nothing in the result traces back to you.

Your business is one voice in a very large chorus. Models train across thousands of companies to learn what this kind of work looks like.

De-identification

Identities don't survive it.
The workflow does.

This is not a blanket redaction, which would black out the very connections that make a record worth anything. Sensitive material is removed, personal information is transformed, and you can check the work yourself before anything is shared.

One job, three systems

From: Dana Whitfield <dana@harborpine.com>
Body: Can we move the walkthrough to Thursday? Call me at (415) 728-0142.
Note: Private: personal note about a family matter

CRM

Account: Harbor Pine Builders
Owner: Marcus Lee
Stage: Walkthrough rescheduled · Thu

Invoice

Bill to: Dana Whitfield, Harbor Pine Builders
Line: Site walkthrough · $1,450

Fictional example. Click a step to see what is shared.

1
Sensitive material is removed
Privileged and private conversations come out. Account and card numbers are never part of the deal.
2
Identities are transformed
Names, emails, phone numbers and other identifiers become consistent stand-ins, so the workflow still connects and no one can be named.
3
You can audit it
Ask to review a de-identified sample before anything is shared. If something was missed, it is fixed across the whole dataset.

Nothing leaves your systems until the license agreement is signed.
No passwords change hands. Your team exports copies; nothing in your systems changes.
Encrypted in transit and at rest, handled by the fewest people needed.
The raw upload is deleted within 120 days.
Every AI customer is contractually barred from trying to identify anyone.
Patient health information is handled by a certified healthcare data partner under a BAA.

Read the data protection details

The full operating record

The whole story, not one chapter.

A CRM export on its own is a spreadsheet. The email that changed the record, the invoice that followed and the correction two weeks later, connected, is what AI developers need. The more of these you run on, the more it is worth.

GmailEmail and calendar
OutlookEmail and calendar
Microsoft 365Email and calendar
Google DriveFiles and documents
DropboxFiles and documents
FigmaFiles and documents
AutoCADFiles and documents
SlackChat
ZoomCalls and meetings
SalesforceCustomer and sales
HubSpotCustomer and sales
ZendeskCustomer and sales
QuickBooksMoney
NetSuiteMoney
PaychexMoney
monday.comWork and operations
JiraWork and operations
NotionWork and operations
ConfluenceWork and operations
ServiceTitanWork and operations

Also Microsoft Teams, Google Chat, SharePoint, OneDrive, Box, RingCentral, Dialpad, Xero, Asana, ClickUp, Jobber, practice management tools, in-house systems and 100+ more.

Who qualifies

You may already qualify.

Volume isn't the rare part. A connected, well-owned history is. These are the minimums for a full offer, and what companies like yours are typically offered.

The minimums

20+Full-time US office staff10+ for accounting firms, 6+ for law firms
3+Years of recordsStill accessible in your systems
5+SystemsEmail, chat, files, CRM, plus one more
50%+Team in the USMore than half of staff, by headcount

Your company owns the records in those systems.

What companies are typically offered

Full-time US staff	Indicative offer
20 to 49	$200K to $500K
50 to 149	$400K to $900K
150+	$800K+
Law and accounting firms under 20	Quoted individually

Indicative ranges, not offers. A fixed offer follows a review of your intake. No offer, value or transaction is guaranteed.

Four things set the number

01
People
Full-time staff in your systems today, and at your busiest. More people, more handoffs and decisions.
02
Years of records
Not years in business: years still accessible. Time brings seasons, repeats and exceptions.
03
Connected systems
One source is a spreadsheet. Six describing the same job is a workflow.
04
Volume
Deals, tickets, messages, invoices, calls. A dense record beats a big pile of loose files.

Smaller team? Not yet, honestly. Thresholds move as the program grows. Join the waitlist and we will tell you when they do.

Check if you qualify

How it works

You know the number before you commit.

A few hours of your team's time, and no change to how you operate. Most companies are paid within 2 to 3 months of the first call.

AAbout 1 to 2 weeks
Qualify and agree
- A 30-minute call
  One customer journey and the systems it crosses. No data, logins or commitments.
- A letter that holds your place
  Non-binding, with a mutual NDA. No price; for 14 days you just don't shop the data elsewhere.
- A short intake
  Systems, rough volumes, years of history, headcount. Rough numbers are fine.
- One fixed offer, in writing
  Price, systems and date ranges in a data license agreement. Your counsel reviews it. This is the only point of commitment.
BAbout 4 to 6 weeks
Upload and de-identify
- Secure upload
  Within 10 days of signing, your team makes a one-time export of the agreed systems and date ranges, with step-by-step guides.
- Review and sensitivity removal
  Up to 45 days to check the data against your intake, remove sensitive material and transform identities.
CWithin 30 days of your invoice
Get paid
- You're paid the agreed price
  One fixed amount, paid directly by the data partner. You keep your originals throughout.
- No fee or commission
  PayStreak Labs is paid by the data partner on top. Nothing comes out of your number.

When am I committed? Only when you sign the data license agreement, and not before. Either side can walk away until then.

You keep

Your original data and systems, untouched
100% ownership of your company
Say over which systems are included
The right to walk away before signing

The data partner receives

A filtered copy of the systems you agree to
A license to use it for AI training and research
Only records your company owns
A 24-month commitment not to license the same data elsewhere

Who's behind it

Built by the team behind Revllama.

Revllama builds AI systems that work across CRM, email, calls and billing for revenue teams. We spend our days inside exactly the kind of records this program pays for, so we know what they are worth and how carefully they have to be handled.

Same company, Tenet Labs LLC. Real people who answer the phone.
We never touch your records. We qualify, guide and stay with you until you're paid.
Paid by the data partner on top, never by you.

After you're paid

Put AI to work on the same workflows.

Once a deal is done, some owners ask us to automate the handoffs their records just described. Revllama's engineers build those agents as a separate engagement. It has no bearing on your offer, and you never need it to get paid.

Visit revllama.com

FAQ