Reuben AI

    Partner archetype

    Decision infrastructure for investment accounting and portfolio software

    Investment accounting and portfolio software records what clients hold and what it is worth. Reuben AI adds why: the diligence, committee decision and thesis behind each position, kept current through ownership. Clients get one view of the numbers and the reasoning, inside your product.

    Accounting and portfolio software is where positions, valuations and performance are recorded. It is trusted for the numbers. The reasoning behind each position, the original thesis, the diligence findings and the committee decision usually live somewhere else, so reviews start from scratch.

    Reuben AI links each position back to its decision record. When a holding is reviewed, the thesis, the evidence and what has changed since are already in one place. The software keeps its role as the book of record for the numbers. Reuben AI holds the decision context alongside it.

    What you already own

    • The book of record for positions and valuations
    • Performance and reporting for clients
    • The client relationship and the commercial terms

    What is missing today

    • The thesis and decision behind each position
    • Thesis review against the original diligence
    • Evidence for why a position was entered, held or exited

    How the layer applies

    Research and decisioning

    Show the mandate and thesis behind each position next to its numbers.

    Diligence and evidence

    Keep the original findings available when a holding is reviewed.

    Transaction and onboarding workflow

    Link new positions to the decision that approved them.

    Portfolio and reporting operations

    Add thesis review and decision context to portfolio reporting.

    Integration surface

    • Embedded components inside portfolio views
    • API for positions in and decision context out
    • Webhooks on review and decision events
    • SSO against the existing client identity

    Client and platform inputs

    Mandates, documents, data, questions and prior decisions enter one governed record.

    Research and screening
    Living diligence
    Investment committee
    Ownership and review

    One fully sourced decision record

    Evidence, questions, committee decisions and later changes remain connected, and findings roll up from each holding to the full portfolio.

    What your clients get

    Research and thesis fit
    Diligence findings at asset, vehicle, fund and manager level
    IC memo and decision record
    Monitoring and portfolio reporting
    Your platform keeps the brand and client relationship. Reuben AI provides the continuing decision layer underneath.

    Questions from this archetype

    Does Reuben AI replace the accounting system?

    No. Your software stays the book of record for positions and valuations. Reuben AI holds the decision context alongside it.

    Is each client's data kept separate?

    Yes. Data is isolated per client workspace and is not shared across clients.

    How do we start a partnership conversation?

    Book a partnership conversation and we will scope the integration and commercial terms with your team.