Reuben AI

    Private Debt, with structure-aware discipline

    Direct lending, BDC and diversified credit with covenant tracking, borrower monitoring and portfolio yield analytics.

    Private debt has grown into one of the largest institutional allocations, covering direct lending funds, BDCs and diversified credit vehicles. The lens is broader than pure middle-market private credit, spanning multiple credit strategies, BDC-specific regulatory reporting and diversified income mandates. Reuben AI provides an operating layer purpose-built for private debt managers with structured borrower monitoring, covenant tracking, portfolio yield analytics and institutional LP reporting across every credit strategy in the book.

    RReuben AIUserRevenue↑ 24%Burn↓ 8%ARR↑ 32%Headcount→ 0%

    Why this asset class needs a different operating model

    Portfolio yield is the product. LPs invest for realised, risk-adjusted yield. Portfolio yield tracking is the primary institutional output.

    Covenants are the risk control. Financial and information covenants are the first line of defence. Structured covenant surveillance is not optional.

    BDCs carry regulatory overhead. BDCs require additional 1940 Act reporting, asset coverage tests and a heavier disclosure cadence. Purpose-built workflow matters.

    Diversification requires visibility. Diversified credit books need real-time exposure by borrower, sector, seniority and geography.

    How Reuben AI covers it

    Borrower monitoring

    Structured borrower financials, KPIs and covenant status tracked continuously with alerts on deterioration.

    Covenant tracking with forecasts

    Financial and information covenants tracked with forecast breach detection and evidence audit trail.

    Portfolio yield analytics

    Realised yield, weighted-average coupon and portfolio-level income analytics at fund and vehicle level.

    BDC-specific reporting

    Asset coverage tests, non-accrual tracking and 1940 Act reporting supported for BDC vehicles.

    LP reporting for private debt

    Institutional LP reporting with portfolio yield, covenant status, non-accrual and vintage analytics.

    How Private Debt is scored

    Private Debt is one of the platform's 68 native asset classes and is scored on its own rubric rather than through a sub-asset overlay. Twelve of the 68 native classes work this way: the deal population is structurally homogeneous enough that a single criteria set, document checklist and key term schema covers it without slicing further.

    That keeps intake simple. Every private Debt opportunity is asked the same questions, extracted against the same key term fields, and compared against the same rubric, so the scoring is directly comparable across your whole private Debt book from the first deal onwards.

    The diligence record a private Debt deal produces

    Every private Debt opportunity that moves through Reuben AI leaves a structured record rather than a folder of documents and a memo. The rubric score is stored with the criteria that produced it, each extracted key term is stored with the clause and page it came from, and every flag is stored with the reason it fired and who cleared it.

    The practical effect is that the investment committee paper, the LP report line and the audit trail are all reading the same underlying record. When an LP asks in year three why a private Debt position was underwritten the way it was, the answer is retrieved, not reconstructed.

    • Rubric score with the criteria and weights that produced it
    • Key terms extracted with a clause-level source reference
    • Risk flags with the trigger, the owner and the resolution
    • Comparison against prior deals in the same asset class
    • Investment committee pack generated from the stored record
    • An immutable trail of who changed what and when

    What this means for fund operations

    Private Debt sits as a core allocation for Private Credit and Institutional mandates, and is adjacent or opportunistic for 5 of the other fund types the platform serves.

    That matters operationally because most funds do not hold private Debt alone. The moment a portfolio spans more than one asset class, comparability becomes the constraint: a position scored on a bespoke private Debt spreadsheet cannot be ranked against a position scored somewhere else. Running private Debt on the same rubric engine as the rest of the book removes that break.

    Reporting inherits the same property. Portfolio monitoring, valuation cadence, capital account movement and LP reporting all draw from the single stored record, so a private Debt position appears in the quarterly pack on the same basis as every other holding, with the same evidence behind it.

    Relevance by fund type

    VC

    Niche

    PE

    Adjacent

    Private Credit

    Core

    Growth Equity

    Niche

    Hedge Fund

    Adjacent

    Infrastructure

    Opportunistic

    Family Office

    Adjacent

    Emerging

    Opportunistic

    CVC

    Niche

    Institutional

    Core

    Asset classes held alongside this one

    Full coverage across all 68 native asset classes is listed on the coverage page.

    Related solutions

    Common questions

    How is this different from your private credit page?

    Private credit focuses on middle-market direct lending, mezzanine and unitranche. Private debt is the broader institutional lens covering direct lending funds, BDCs and diversified credit strategies together with fund and vehicle-level reporting.

    Are BDCs supported?

    Yes. BDC-specific reporting including asset coverage tests, non-accrual tracking and 1940 Act cadence is supported alongside private fund reporting.

    How are covenants tracked?

    Financial and information covenants are tracked structurally with forecast breach detection, evidence trails and portfolio-level covenant health analytics.

    How many sub-asset overlays does Private Debt have?

    None. Private Debt is scored on its native rubric. Overlays exist for 56 of the platform's 68 native asset classes; this is one of the twelve that does not need them.

    Which fund types treat private Debt as core?

    Private Credit and Institutional. Relevance for every other fund type is shown in the relevance grid on this page, graded as core, adjacent, opportunistic or niche.

    Can private Debt be compared against other asset classes in the same portfolio?

    Yes. Every asset class runs on the same rubric engine, so scores, flags and key terms are stored in a common structure. Positions across different asset classes are ranked and reported on the same basis.

    See Private Debt in Reuben AI

    Book a demo to walk through deal flow, diligence and reporting tailored to this asset class.

    Related