Your company’s work history could become a new revenue source.
AI teams need real operational records. SweetData connects companies with potential licensing buyers. It starts with a conversation, not a data upload.
Why it matters
Real work leaves a record.
Years of tickets, threads, files and follow-ups show how your team actually gets things done. Some AI teams are looking for that kind of operational history, with identifying details removed. If your company has it, it may be worth a conversation.
How it works
Three steps. You decide at each one.
- 01
Talk
A short call about which systems you use and how many years of records they hold. No data is shared.
- 02
Review
Together we look at potential fit, who holds the rights, and what needs to be excluded.
- 03
Connect
If there’s a fit, we connect you with a prospective buyer. You choose whether to proceed.
Market context
Profile your records
Move the sliders to describe your company. The scenario on the right comes from an assumed demonstration model, not market data.
For example tickets, email, chat, files or CRM.
Your company profile: About 100 employees, 5 years of records, 3 systems
Illustrative licensing scenario
Model illustration, not expected earnings
$45K to $190K
Illustrative model using assumed weights for company size, years of records and systems. Publicly advertised licensing ranges provide context, not a validated pricing formula. Not an industry average, valuation, expected payout or offer. Actual offers may be lower, higher or unavailable after review of rights, volume, quality and buyer demand.
How this illustration works
Sourced context: four data-licensing programs reviewed in November 2026 advertise ranges from $20K (lowest advertised floor) up to $5M (highest advertised upper figure). These are advertised ranges, not completed deals.
Assumed by SweetData (not sourced):
- Each slider is scaled from 0 to 1 across its own steps.
- Weights: company size 40%, years of records 30%, systems 30%. Score = 0.4 × size + 0.3 × years + 0.3 × systems.
- Midpoint = $20K × 250score, a log scale from $20K (score 0) to $5M (score 1).
- Range shown = half to double the midpoint, kept within $20K to $5M and rounded.
No public source links these inputs to price. Change any assumption and the output changes.
What data-licensing programs advertise
Advertised opportunity ranges from four data-licensing programs. These are not personalized estimates or expected earnings, and the sliders do not change them.
- Program A$20K to $400K+Advertised range
- Program B$100K to $3M+Advertised range
- Program C$100K to $4MAdvertised range
- Program D$100K to $5MAdvertised range
Based on publicly advertised ranges from 4 data-licensing programs, reviewed November 2026. Not completed-deal averages or a personalized valuation. Actual offers depend on data review, rights, quality and buyer demand.
Types of data we look for
CRM
Accounts, pipeline, and closed-won history with personal details removed.
Ops / tickets
Job tickets, work orders, and resolution trails.
Email
Vendor and operations threads after personal details are stripped.
Chat
Support and ops chat logs with personal details removed.
Files
Contracts, SOPs, and exports your counsel allows.
Invoices
Billing and invoice history without personal identifiers.
Your control
Your records. Your decision.
Nothing is shared without your approval. Review client contracts and NDAs with counsel first, and agree exclusions and privacy safeguards before anything moves. Removing identifying details reduces risk, but it cannot guarantee that re-identification is impossible. SweetData is an independent referrer and is paid a referral fee if a deal closes.
What we mean
Non-personal operational records, with real limits.
Non-personal / operational
CRM, ops, email, chat and files after personal details are stripped. Client contracts can exclude whole sets. Nothing moves without your approval.
Scrubbing isn't magic
De-identification reduces re-identification risk; it cannot guarantee re-identification is impossible. Leave out anything that isn't acceptable.
FAQ
Straight answers.
Is this a privacy risk?
It can be. Identifying details are removed before anything is shared, and you agree exclusions up front. That lowers the risk; it does not remove it.
Our client contracts or NDAs restrict sharing. Can we still do this?
Sometimes. Have counsel review them first. Anything you are not allowed to license stays out.
What would our records be worth?
We can’t say up front. Value depends on what you have, what you are allowed to license, and what a buyer offers.
Are we committed once we talk?
No. A conversation commits you to nothing, and you can stop at any step.
Ready to talk
Ready to talk. No data, no obligation.
Start with a short conversation. SweetData is an independent referrer and is paid a referral fee if a deal closes.
Prefer email? info@thesweetbrand.co