Working with a data broker versus contracting direct

Name what the intermediary actually sells

The comparison is usually framed as a price difference, and the price difference is the least interesting part of it. An intermediary sells four things, and a buyer who cannot name them cannot tell whether they are being provided.

• Search. Knowing which producers can do a specific thing in a specific place, which is real knowledge in a market with no directory worth trusting.
• Consolidation. One contract, one schedule, one invoice, and one party accountable when a project spans several countries or several modalities.
• Legal cover. Consent templates, rights paperwork, and a legal presence in jurisdictions where you have none of your own.
• Risk transfer. The intermediary carries the delivery risk and, in a full resale structure, the quality risk, in exchange for its margin.

Three commercial structures, three different deals

Intermediaries are not one thing, and the structure on the table determines how much risk actually moved.

• Resale. The intermediary buys the work and resells the result. You have one counterparty and no visibility into the production chain.
• Agency. The intermediary introduces a producer and takes a commission. You contract directly with the producer, so the delivery risk is yours, and the intermediary's incentive is to close rather than to deliver.
• Managed service. The intermediary runs the program on your behalf, coordinating several producers and owning the quality function. This transfers the most work and usually carries the most margin.
• Ask which of the three is being proposed. A proposal that mixes them, describing an agency relationship in the language of resale, is a proposal in which nobody is sure who is liable.

The risks that belong to each route

Direct contracting moves three jobs onto your side of the table: finding the producer, doing the legal work for the jurisdiction, and carrying the delivery risk. None of them is optional, and a team that has not costed them is comparing an intermediary's rate against an incomplete alternative.

The intermediary route has failure modes of its own, and they are less obvious.

• Chain depth. The intermediary subcontracts, and the subcontractor may subcontract again. Ask for the chain by stage — recruitment, production, annotation, quality control — and ask which stages are handled in-house.
• Rights. A licence is only as good as the rights the seller actually holds. If the intermediary never held the rights it is assigning, the agreement transfers less than it appears to.
• Incentive alignment. Margin is earned on the transaction, and quality problems appear after it. Ask what happens to the intermediary's fee when a batch is rejected, because the answer shows where the incentives sit.
• Opacity as a default. A reasonable non-circumvention clause is normal. A refusal to name the production chain at all is not a commercial position, it is a risk being handed to you.

When direct is the better route

Direct contracting is the better answer in a recognizable set of situations, and the common thread is that an intermediary in these cases would be adding a layer rather than removing work.

• You are running a repeat program with a producer you already know, and the relationship is worth more than the intermediary adds.
• The project is one modality in one place, so there is nothing to consolidate.
• You have legal capability in the relevant jurisdiction, or the consent framework is already built and reviewed.
• Quality is the differentiator, which means you need to see the production process rather than a delivery. Direct relationships are the only ones that get you into the room.
• The volume is large enough that the intermediary's margin is a real budget line, and you are willing to spend internal time instead of paying for coordination.

When an intermediary earns its margin

The reverse case is just as identifiable. An intermediary is earning its margin when the work it removes is work the buyer would otherwise have to build from nothing, rather than work the buyer has already built.

• You need four languages in four countries under one contract and one schedule. The coordination work is genuine and it is not your team's competence.
• You have no legal presence in the jurisdictions involved and the consent framework has to be built from nothing.
• You are exploring. When you do not yet know who can do the work, paying for search is cheaper than doing the search badly.
• The order is small. At pilot scale the fixed cost of a direct relationship — legal, procurement, onboarding — dominates, and the intermediary is absorbing exactly that cost.
• You need the risk held elsewhere. If a missed date has consequences your team cannot absorb, paying someone to carry that risk can be rational even when you could run the project yourself.

The questions that reveal which one you have

A short set of questions separates a genuine intermediary from a pass-through, and the answers are hard to fake.

• Who signs the consent forms, and who holds the record?
• Who employs the people who annotate the data, and in which country?
• Who owns the copyright in the recordings, and how does it reach you?
• Who is liable if a batch fails acceptance, and what is the remedy?
• Has anyone from the company visited the site where this work will happen?
• What does the agreement say about a project you might run with the same producer later?
• That last question matters before names are exchanged rather than after. Read the non-circumvention clause before requesting the production chain, because asking first can turn a disclosure into a dispute.