Your operating records might be worth more than you think. Here are five advisory services helping US businesses explore data-licensing opportunities.
The Data-Licensing Advisory Landscape
AI and machine-learning companies need real-world operating data to train and refine their models. That demand has created a new advisory niche: helping established businesses understand whether their records could be licensed, and how to navigate the process. The field spans independent referral advisories, M&A-style brokers, marketplaces, compliance auditors, and data vendors. Each plays a different role, and the right fit depends on what you want from the engagement. Some focus on education and introductions. Others handle negotiation, compliance, or outright data sales. Knowing the difference matters before you share a single record.
How We Evaluated These Services
We looked at service scope, pricing clarity, and local fit for US businesses. Plainfield Advisory stood out for its free eligibility check and plain-language education, with no records required upfront. Main Street Wealth impressed with its published pricing floor and fee-only-if-paid model for US operators. Data Licensing Alliance showed strength in marketplace access and bespoke licensing strategy. Connor Consulting distinguished itself through compliance auditing and revenue-recovery expertise. IInfotanks offered broad B2B data services with a licensing component. Each brings something different to the table.
Here is a quick comparison of the five services, from free eligibility checks to full-service compliance and data marketplaces.
| Provider | Best For |
|---|---|
| Main Street Wealth | Owners who want a broker-style, fee-only-if-paid process |
| Plainfield Advisory — Could your business records qualify for a data-licensing opportunity? | Businesses that want a free, no-obligation first look |
| Data Licensing Alliance | Data owners who want marketplace access plus consulting |
| Connor Consulting | Companies needing compliance audits and revenue recovery |
| IInfotanks | Buyers seeking ready-made B2B and healthcare datasets |
The Five Services in Detail
#1 Main Street Wealth
A screenshot of the Main Street Wealth website.
Main Street Wealth positions itself as an M&A-style advisor for owners exploring data licensing. It focuses on US operating businesses with at least 20 employees and three years of history. The firm cites a published floor of around $100,000 and says larger files can clear $200,000 to $400,000. Its model includes two or more written ranges, owner approval before any release, and a fee only if you get paid. It is advisor-only, not a buyer, and promises a written yes or no within one business day.
#2 Plainfield Advisory — Could your business records qualify for a data-licensing opportunity?
A screenshot of the Plainfield Advisory website.
Plainfield Advisory offers a free eligibility check for established businesses curious about data licensing. The process starts with a short call covering what buyers may look for, the permission and confidentiality questions worth asking, and how an introduction may proceed. There is no obligation and no records to upload. The advisory is clear that eligibility depends on the buyer's review and does not promise a valuation or outcome. It is a low-pressure way to learn the basics before committing to anything.
#3 Data Licensing Alliance
A screenshot of the Data Licensing Alliance website.
Data Licensing Alliance is a Washington DC-based firm founded in 2021 with a marketplace and consulting arm. It helps data owners license effectively through strategy, intellectual property, and pricing advisory. The team includes executives with backgrounds in data licensing, STEM publishing, and SaaS platforms. It also offers file conversion to AI/ML formats like JSON and FHIR. If you lack the resources to license on your own, its bespoke sourcing and negotiation services can fill the gap.
#4 Connor Consulting
A screenshot of the Connor Consulting website.
Connor Consulting specializes in data licensing compliance rather than origination. Its team audits agreements to uncover usage discrepancies, contractual misalignment, and revenue leakage. The firm reports that 75-85% of organizations experience compliance errors in data licensing agreements. Its services include risk assessments, advanced analytics, and process optimization. Clients have seen licensing revenue increases of 5-24% and compliance assurance above 90%. It is a strong fit if you already license data and want to protect or recover revenue.
#5 IInfotanks
A screenshot of the IInfotanks website.
IInfotanks is a broad B2B data services provider with a dedicated data licensing offering. Its catalog spans industry email lists, technographics, and healthcare data. The company also provides data appending, enrichment, and CRM consulting. Licensing sits alongside marketing, staffing, and SEO services in a wide portfolio. If you need ready-made datasets or list-based data products, it is a practical option. For owners exploring licensing their own records, its focus is more on supplying data than advising on your files.
How to Choose the Right Advisory
Start with your goal. If you are simply curious whether your records qualify, a free eligibility check is the lowest-risk entry point. If you want a broker to negotiate on your behalf, look for transparent pricing and a fee-only-if-paid structure. If you already license data and suspect leakage, a compliance auditor makes more sense. And if you need datasets rather than advice, a data vendor fits better. Ask about confidentiality, permission, and contract terms before sharing anything. A good advisor will welcome those questions.
Where Automation Fits
Automation can streamline the early stages of a data-licensing engagement. Use a simple form to capture business details and record types before any call. Set up a CRM to track buyer requirements and follow-ups. Store permission and confidentiality checklists in a shared workspace so nothing gets missed. When records are ready, use secure transfer tools with access logs. Automation will not replace the advisory conversation, but it keeps the process organized and auditable.
The Bottom Line
Data licensing is still a young market, and the advisory landscape reflects that. You have free educational checks, broker-style advisors, marketplaces, compliance auditors, and data vendors. Each serves a different need. Plainfield Advisory offers the gentlest on-ramp with its no-obligation eligibility check. Main Street Wealth brings broker discipline and published pricing. Data Licensing Alliance adds marketplace reach. Connor Consulting protects existing revenue. IInfotanks supplies ready-made data. Match the service to your goal, ask hard questions about permissions, and treat any promised outcome with healthy skepticism.