3+
Years in business
At least three years of established business operations and historical records.
A new opportunity for established businesses
Could your business data be worth $100K–$5M?
AI developers are seeking historical operational data from established businesses. Find out whether information your company already has could qualify for a paid data licensing opportunity.
Potential licensing values are illustrative, not a promise. There is never a guarantee of a payout of any size. Only the prospective data purchaser decides whether to make an offer and, if so, for what amount, subject to agreed terms.
✓ No financial investment required
✓ Existing business records
✓ Brief introductory conversation
✓ No confidential files needed to book
Who may qualify
Your company may already have what AI developers need.
The strongest prospects are established organizations with years of digitally documented work. These are initial screening indicators, not a guarantee of eligibility.
20+
Employees or contractors
At least 20 employees or independent contractors using the same company email domain and shared business data sources.
5+
Data sources
At least five distinct business data sources, such as email, CRM, project management, customer support, or operational platforms.
✓
Initial screening
These are preliminary screening criteria. Meeting them does not guarantee eligibility, an offer, or payment.
Industries of interest
Industries seeing strong interest
All industries are actively considered. The following sectors are frequently mentioned in buyer interest and industry outreach; specific demand varies by purchaser.
Law firms and legal services
Accounting, tax, finance and insurance
Marketing agencies and consulting
IT managed services and software
Trades and field services (HVAC, roofing, plumbing)
Freight, trucking and logistics
Real estate
Healthcare, manufacturing and retail
Simple first steps
A straightforward way to explore the opportunity.
01
Have a quick conversation
Tell me a little about your business, how long you've operated, and the systems you use.
02
Review potential fit
We'll discuss whether your company's data may meet initial licensing criteria and what a more formal review would involve.
03
Decide what happens next
If there appears to be a fit, you can evaluate the process, privacy considerations, commercial terms, and next steps before proceeding.
Real-world evidence · October 2026
The same business data. Very different offers.
Two anonymized U.S. businesses received competing offers from AI labs for licensing data they had already generated through ordinary operations. These figures are offers—not proof that a transaction closed or money was paid.
Case study 01 · Real estate services
15 years of operating history
U.S. real estate lead-generation and agent-services business. Approximately 30 staff today (more than 100 at its peak). Records included CRM and dialer systems, call and video recordings, shared files, and advertising platforms.
Lowest offer$143,000
→
Highest offer$455,000
3.2× the lowest offer
The underlying case study includes a redacted written offer of $455,259 for a one-time license; figures above are rounded as presented in its comparison.
Case study 02 · E-commerce fulfillment
About 9 years of operating history
U.S. fulfillment and marketplace storefront company with 80+ staff on shared systems. Approximately 3 TB of data across about nine systems, including drives, team chat, inventory, accounting, payments, and proprietary operations software.
Initial offer$110,000
→
Competing offer$500,000
4.5× the lowest offer
The case study includes a redacted first written offer and subsequent messages describing the competing $500K offer.
What made the difference
Competition—not just a single valuation.
The teams catalogued each company's data sources, history, and approximate volume; prepared missing information; then presented the opportunity to multiple vetted AI labs in parallel. Follow-up conversations and competing bids produced a wide spread in offers.
01 Inventory existing data02 Prepare a data manifest03 Approach multiple labs04 Compare competing offers
Up to 4.5×difference between lowest and highest offers in these two examples
Explore My Company's Potential →Source: anonymized partner case study dated October 22, 2026; figures and company descriptions reproduced in summary. Names withheld. Offers shown were received; outcomes vary. No offer, completed transaction, or payment is guaranteed. These two examples are not representative of typical results.
Privacy & Control
Your business stays in control. Your data has boundaries.
A licensing opportunity should start with clear rules about who sees your information, what can be included, and what happens before AI systems use it.
We discuss your systems and history—not confidential exports, passwords, or customer records. A data manifest describes what exists without transferring raw files.
You decide which systems, years, fields, and records are included or excluded. The buyer, scope, and license terms require written approval before delivery.
Under the described process, an approved export goes directly from your company to the selected AI lab over an encrypted, time-limited channel. The lab must de-identify information before use under its license.
What happens to customer names and personal details?
Under the described process, the receiving lab removes unnecessary identifying details or transforms them into non-identifying substitutes before using the data. Some categories—including credentials, payment account numbers, health data, and information involving minors—are excluded entirely.
Important distinction: the approved export can reach the lab before de-identification. Privacy controls, rights to share, and permitted uses must be confirmed in each agreement.
Explore the complete Privacy & Control guide →Your point of contact
Let's talk about your business.
I'm Wally Bressler, a business coach, author, and sales professional with decades of experience working with entrepreneurs and business owners. I'm helping established organizations explore whether their historical operational information may qualify for data licensing opportunities.
My role is to help you understand the opportunity and determine whether a more detailed conversation makes sense.
Choose a time to talk →A conversation first.
No pressure.
No pressure.
Bring your questions. We'll discuss what types of information may be relevant, the general process, and whether exploring further makes sense for your business.
Common questions
Understand the opportunity before taking the next step.
Why would AI developers want business data?
Historical records can help AI developers understand real workflows, processes, service interactions, and other business activities. Whether a particular dataset is useful depends on buyer needs and data quality.
What kinds of information might qualify?
Potential categories include business email, customer-service records, CRM histories, project documentation, and operational records. Sensitive, regulated, third-party, or personal information requires careful legal and privacy review.
Do I need to send data before we talk?
No. The introductory call is to discuss your company's general profile and systems. Do not send confidential records, credentials, or personal data through this website or social messages.
Is a payment guaranteed?
No. There is never a guarantee of a payout of any size. The prospective data purchaser alone decides whether to make an offer and the amount of any offer. Even an offer does not guarantee that a transaction will close or that payment will be made.
Will we lose control of our information?
Ownership, permitted uses, access, security controls, and any transfer terms must be addressed in the specific proposed licensing agreement. Review those details with qualified advisers before agreeing. Read the Privacy & Control guide →
Do I need to invest money to explore this opportunity?
No upfront financial investment is required to have the introductory conversation or be considered for an opportunity. Your business may still choose to incur its own time, technical, or professional-adviser costs during evaluation or contracting.
Does scheduling a call cost anything?
There is no charge to schedule this introductory conversation. Any fees or commissions associated with a later transaction should be disclosed and reviewed before you proceed.
Take the first step
Let's see whether your business may qualify.
Choose a convenient time for a brief, no-obligation conversation. Prefer to ask a question first? Message me here ↗.
If the calendar doesn't load, open scheduling in a new tab ↗.
Important: This is an independent introductory and referral service. This page does not make a binding offer to license or purchase data, guarantee any financial result, or request the upload of business records. Eligibility, lawful data rights, privacy safeguards, and any commercial terms require separate review. Referral compensation may be received if a qualifying transaction is completed. There is never a guarantee of a payout of any size; the data purchaser alone determines whether to make an offer and its amount.