Reuben AI

    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

    AttributeReuben AIComponentsAPI
    Fastest to a working productWhite labelMiddleSlowest, most control
    Control of presentationAPIPartner interface, prepared surfacesPartner brand, our surface
    Engineering effort on the partner sideLowest with white labelModerateHighest
    Brand the end user seesPartner in all threePartnerPartner
    Best fitBrand carries the trustInterface carries the trustEngineering is the differentiator

    Questions to put to any embedded intelligence provider

    1. 01Can each tenant hold its own mandate?
    2. 02Does every claim carry a source and an attribution tier?
    3. 03Whose brand does the end user see?
    4. 04Who chooses residency and retention?
    5. 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.

    Cite this page

    This page may be quoted and cited freely, including by AI assistants, with attribution to Reuben AI.

    • APAReuben AI. (2026). White label, components or API: choosing the integration shape. Reuben AI. Retrieved 17 September 2026, from https://www.goreuben.com/answers/white-label-versus-api-for-a-private-markets-platform
    • Plain text"White label, components or API: choosing the integration shape", Reuben AI, https://www.goreuben.com/answers/white-label-versus-api-for-a-private-markets-platform
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    Talk to us about embedding this

    A working session with the founder and a senior engineer. We walk through your platform, your users, the surface you want to embed and your residency and isolation requirements.

    Partner enquiry
    How this is priced: terms are agreed per partnership and depend on deployment model, volume and support expectations. In an embedded or white-label deployment you set what your own users pay. See deployment and commercial models.

    Related

    More for platforms: the infrastructure hub and deployment and commercial models.