Data Brokering
Buyers building AI systems license real operating records to train and test them. We help established businesses find out whether theirs qualify, and introduce them to an established licensing partner who runs the transaction.
Every established business produces records while it works: the quote that became an order, the service call that ended in a fix, the reconciliation that found a mismatch and corrected it. Most owners see that history as the evidence of running the business, not as an asset.
Some buyers want exactly that: complete pieces of real work, from the request through the steps taken to the result. A licence gives a buyer permission to use an agreed collection of that material for an agreed purpose. The business keeps its records and keeps operating as it does today. It is not a sale of the company, an equity raise or a loan.
Our role is the front of the process. We start the conversation, work out with you what exists and whether it is worth assessing, and introduce you to our licensing partner: an established firm with the buyer relationships and specialist teams to assess the records, handle rights and security, prepare the material and run the transaction. We stay alongside you as your point of contact until you decide.
It is ground we know. Our revenue operations work already takes us inside clients' CRMs, help desks and finance systems, which is where most of this history sits.
Whether records qualify, and on what terms, depends on the material, the rights attached to it and current buyer demand. We do not quote a value before the partner has assessed what exists. We are not legal counsel.
Who this is for
The finished invoice shows the result. The request, the correction and the approval behind it show how the work was done.
That connected history is what a buyer is looking for, and an established business often holds years of it without thinking of it as an asset.
Where The Useful Work Sits
Volume alone does not make records useful. What matters is whether a piece of work can be followed from the request to the outcome. In most established businesses that history sits in six places.
Full conversations around a job, a customer or a decision, with the replies, attachments and dates that connect a request to what happened next.
The problem, the questions asked, the handoffs and the final answer. A closed case with a recorded result says far more than a list of complaints.
Sales and operating systems where a customer, job or order number links the quote, the approval, any changes and the final invoice.
Reconciliations, exceptions and corrections, with the explanation and supporting documents kept alongside the final numbers.
Working instructions, reports, revisions and approvals, where the history behind a decision survives rather than only the latest file.
Work orders, inspection findings, faults, repair notes and results, followed across the same job or machine over time.
Who Does What
Grand Oak Advisory
Starts the conversation, establishes what exists, answers your commercial questions and introduces a qualified opportunity to our partner. Your point of contact from the first call to your decision.
Our licensing partner
An established firm with the buyer relationships and specialist teams. Leads the detailed assessment, legal, rights and security review, preparation, valuation and the buyer transaction.
You, the owner
Describe the records, involve the right people, and approve the scope and terms. Nothing is assessed, prepared or licensed without your agreement.
What stays yours
A licence grants agreed use of agreed material for an agreed period. You keep the underlying records, decide what is excluded, and run your systems as you do today.
Where You Sit
Owner-led businesses with years of operating history and a decision maker who can act. Fewer people involved, and a short path to an answer.
Lower Middle MarketSeveral departments and longer histories. We find the executive sponsor and the system owners, and bring the partner a well-defined opportunity.
Middle MarketRecords across departments and subsidiaries, under formal governance. We start with one unit and one sponsor, and the partner scopes from there.
EnterpriseHow It Works
We learn what the business does, which systems hold its history, how many years remain and whether a piece of work can be followed from start to finish. No access or export at this stage.
If there is a plausible asset, we prepare a short factual brief and, with your agreement, introduce you to our licensing partner, who decides whether to assess it further.
The partner's specialists assess what exists, handle rights and security review, and tell you whether it fits current buyer demand and what preparation would involve.
The partner runs the buyer process and negotiates the licence. We stay alongside you until you decide, and nothing is licensed without your approval.
Start with a description, not an export. Tell us what the business does, which systems hold its records and roughly how many years remain. We will tell you whether it is worth an assessment and what happens next.