Reuben AI

    Partner archetype

    Decision infrastructure for capital raising and placement networks

    Placement agents and capital raising networks are measured on reach and conversion. What slows them down is inconsistent manager material, repeated investor evidence collection and reporting assembled by hand. Reuben AI supplies a shared evidence and workflow layer behind the network brand.

    A placement network sits between managers who need capital and investors who need conviction. Both sides create work. Managers arrive with material in different shapes, so every process starts with normalisation. Investors ask for the same evidence repeatedly, and each request is handled individually.

    The network usually holds all of this in documents and email, which means nothing compounds. The next raise starts from the same position as the last one.

    An embedded layer changes that. Manager material is structured on intake, investor evidence is captured once and reused across raises, the reasoning behind each investor decision is retained, and reporting after the close is generated rather than assembled. The network keeps the relationships and the economics.

    What you already own

    • Investor and manager relationships
    • Distribution reach across markets
    • Positioning and process management for a raise
    • The commercial terms with both sides

    What is missing today

    • A consistent structure for manager material on intake
    • Investor evidence collected once and reused across raises
    • Retained reasoning behind each investor decision
    • Post-close reporting generated from live records

    How the layer applies

    Research and decisioning

    Match a raise to investor mandates rather than to a static distribution list.

    Diligence and evidence

    Structure manager material and hold the supporting evidence with sources.

    Transaction and onboarding workflow

    Investor onboarding, eligibility and subscription workflow through the close.

    Portfolio and reporting operations

    Ongoing reporting to investors introduced through the network.

    Integration surface

    • White-label investor surface for each raise
    • API into the network's existing CRM records
    • Document intake with structured extraction
    • Per-raise tenanting with shared network reporting

    Your surface, your brand

    Marketplace
    Transaction platform
    Registry
    Administrator
    Adviser platform
    Data vendor
    White labelEmbedded componentsAPIMCP

    Reuben AI decision and operations layer

    Mandate screening
    Diligence and evidence
    Transaction workflow
    Portfolio and reporting

    One record underneath

    Documents
    Records
    Identity and eligibility
    Provenance
    The partner keeps the surface, the brand and the client. Reuben AI runs the decision and operations layer underneath, on one record with provenance attached.

    Questions from this archetype

    Does this compete with our CRM?

    It does not have to. The layer can read existing relationship records through the API and add mandate matching, evidence and workflow on top of them.

    Can we run separate raises separately?

    Yes. Each raise can be tenanted separately, with network-level reporting across them.

    Does Reuben AI market or distribute securities?

    No. Reuben AI is software and holds no licence to market or distribute. Regulated placement activity stays with the licensed party.