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The People Behind the Problem

Your Data Creates Value. Who Gets to Benefit?

By Harold Heard · November 6, 2026

09 your data creates value who gets to benefit

For People: What Nehemiah Teaches Me About Building Stone ARX | Article 9 of 13

Information about a property can travel much farther than the person connected to it expects.

A description is copied. A photograph is reused. A record contributes to an analysis. Information from several sources becomes part of a service that someone else sells. Along the way, its usefulness can increase, while the person whose life or property helped produce it may know very little about the resulting arrangement.

Some of that activity serves legitimate and valuable purposes. People need reliable public information, professional analysis, and services that make complicated decisions more manageable. The question I want Stone ARX to address is how the people connected to the information can hold a meaningful position in that economy.

Who can authorize a particular use? Who understands the terms? Who bears the consequences of an error? Who receives the agreed benefit?

Nehemiah 9 contains a prayer recounting God's provision, the community's failures, and repeated mercy. Near its end, the people describe dependence within their own land: its production benefits rulers who exercise power over them. This occurs after the wall has been completed. The modern connection I draw concerns the separation between contributing to value and having practical authority over its use. (Nehemiah 9)

That connection helps explain why Stone ARX's purpose reaches beyond making property activity more convenient. A better interface can still leave the underlying allocation of authority untouched. People may find records more easily while having little influence over what happens to the information they contribute.

I believe those people should matter in the design of the arrangement. Their participation should carry understandable choices. Their legitimate authority should have practical effect. Where an authorized commercial use includes an agreed share of value, that benefit should be visible and delivered.

Ownership is part of this conversation, but it needs precision. Information a person supplies, public records, professional work, and material concerning several people can involve different rights and responsibilities. Owning a property cannot be treated as ownership of every piece of information associated with its address.

A renter's private information needs its own consideration. A professional's contribution can deserve recognition and payment. A public record's availability follows the responsibilities of its source. A record involving joint interests may require more than one person's authority.

These distinctions should help people understand their position. They should not become an excuse for leaving every decision with the organization that happens to hold the largest collection of information.

Imagine a future opportunity in which an owner is invited to contribute a limited set of permitted improvement records to a defined research project. Before presenting an earning possibility, the arrangement would need an actual purpose, an appropriate recipient, a valid basis for the information involved, and clear terms.

The owner would need to know which records are included and whether information about other people must be removed, withheld, or separately authorized. The recipient would need to understand the permitted use. Stone ARX would need to explain its own role and any compensation it receives for the work.

Only then could a payment proposal become meaningful. A percentage without an understandable base tells a person very little. A projected earning figure without a qualifying buyer or use can create expectations that the arrangement has no ability to meet.

The person should know what produces a payment, how relevant deductions are calculated, when payment is due, and how to raise a question about the result. If there is no guaranteed income, that should be clear from the beginning.

This is an illustrative direction for the model, not an announcement of an available research product or a promise that every record can earn money. Eligibility, authority, demand, and compensation are separate questions. Each deserves an honest answer.

The opportunity to decline matters just as much. An owner could decide the proposed use does not fit their preferences. A renter could value the core service while choosing no unrelated commercialization. A household could decide that a potential payment does not justify the information it would need to disclose.

Those decisions should be respected outcomes. The person's dignity and standing in the service cannot depend on how much their data earns.

Payment also needs to be considered alongside control. If someone receives money but cannot understand the arrangement, challenge an error, or change a future optional permission, the relationship still has an important weakness. Economic participation should support meaningful authority within the terms that can actually be honored.

There will be limits. A completed use cannot always be reversed. Information may have been incorporated into a permitted result. Some records must remain available for legitimate continuing obligations. Explaining those limits before participation is part of treating the decision seriously.

Aggregated or de-identified information deserves careful explanation too. Removing an obvious name does not by itself explain every possible consequence of a use. We need to describe the information and the arrangement accurately, evaluate the relevant risks, and avoid offering assurances that exceed the evidence.

The organization performing useful work also has a legitimate place in the value created. Gathering reliable evidence, checking quality, maintaining permissions, supplying a service, and administering an agreement can require substantial effort. Stone ARX should be able to explain the value of those contributions and charge fairly for them.

That explanation should remain compatible with the individual's choice. A sustainable business should not depend on a person misunderstanding why information is collected or agreeing to a use they would otherwise reject.

For me, the chapter's wider prayer adds a responsibility to remain accountable for what has been entrusted to us. As Stone ARX becomes more capable of connecting information, our obligation to examine how we use that capacity becomes greater. The company must remain subject to the same questions it asks of others.

I want us to be able to show the relevant agreement, explain what happened under it, and account for the benefit that was promised. I also want a person who declined to be able to say their decision was honored.

If you want a stronger voice in how information connected to your property is used, I invite you to visit Stone ARX and join us. Professionals and institutions that want to contribute to a more understandable arrangement are welcome in that work.

The opportunity is to make participation something people can recognize in their own experience: an informed decision, an effective boundary, and an agreed benefit they can trace.

If the Mandate Matters, Begin the Conversation

If your organization is preparing for a major transformation, evaluating its technology leadership, establishing an AI agenda, building a new platform, or seeking an experienced executive who can connect vision with execution, Harold welcomes a confidential conversation.