White label, components or API: choosing the integration shape
Last reviewed: 17 September 2026
The choice follows from what your users trust. If your brand is the reason they stay, white label. If your interface is the reason they stay, embed components. If your engineering is the differentiator, take the API. All three read the same tenant records and produce the same evidence.
Key takeaways
- /The partner keeps the client, the brand and the pricing relationship.
- /Mandate, evidence and records are held per tenant and never pooled.
- /Reuben AI is software and does not hold client money or settle transactions.
Partners often treat this as a technical decision and then regret it, because the real question is which asset the platform is defending. A network whose brand carries the trust wants the whole surface under that brand. A platform whose interface is genuinely better than the alternatives wants to keep its interface and add capability inside it. A team whose engineering is its advantage wants the API and no opinions about presentation.
The second consideration is speed against control, and it is a real trade rather than a marketing line. White label is the fastest route to a working product and the least control over presentation. The API is the reverse. Components sit between, and are usually where partners land for the surfaces they would rather not build: a screening result view, an evidence pack, an investor portal.
None of the three changes what the layer does. Mandate is held per tenant, findings carry sources and attribution tiers, workflow runs on the same records, and reporting is generated from those records. The shape decides who renders the output, not what the output is.
Each tenant holds its own mandate, records, documents and decision history. Access is scoped per tenant, and the partner chooses the residency option that matches its own obligations. Nothing is pooled across tenants to produce a shared model of a partner's flow.
How Reuben AI compares
Choosing between the three shapes
| Attribute | Reuben AI | Components | API |
|---|---|---|---|
| Fastest to a working product | White label | Middle | Slowest, most control |
| Control of presentation | API | Partner interface, prepared surfaces | Partner brand, our surface |
| Engineering effort on the partner side | Lowest with white label | Moderate | Highest |
| Brand the end user sees | Partner in all three | Partner | Partner |
| Best fit | Brand carries the trust | Interface carries the trust | Engineering is the differentiator |
Questions to put to any embedded intelligence provider
- 01Can each tenant hold its own mandate?
- 02Does every claim carry a source and an attribution tier?
- 03Whose brand does the end user see?
- 04Who chooses residency and retention?
- 05What does export look like if the partnership ends?
Frequently asked questions
Can we mix shapes?
Yes. Partners commonly take the API for one workflow and components for surfaces they would rather not build.
Can we move from white label to API later?
Yes. The underlying records and history stay with the tenant, so the shape can change without starting again.
Does the API expose everything the white-label surface does?
The integration surface covers assessment, evidence, workflow state and reporting output. Specifics are confirmed in discovery.
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