Built for private credit, not adapted from equity
The covenant cadence, the NAV reconciliation, the waterfall complexity and the LP reports that credit funds actually need.
Equity-fund tools were not built for private credit. Covenant compliance is continuous, not quarterly. NAV facilities and subscription lines need their own waterfall logic. LPs in credit ask for yield, current pay vs PIK, weighted average life and concentration analytics, not equity-style return narratives. Most credit funds bridge the gap with spreadsheets and manual reconciliation.
Reuben AI is the operating layer credit funds actually need: covenant tracking encoded from the agreement, NAV reconciled to the day, waterfalls modelled per facility, and LP reporting tailored to credit. From origination through workout, one platform.
Why credit funds need a different OS
Covenants are continuous. Financial covenants, leverage tests and reporting covenants must be tracked on the cadence the credit agreement specifies. Quarterly spreadsheets miss compliance windows and waiver triggers.
NAV needs to reconcile to the day. Drawn, undrawn, accrued interest, PIK toggles, mandatory prepayments and recyclability all sit in different ledgers in most funds. Management fees and carry waterfalls computed against a Friday-night spreadsheet refresh produce errors that compound over a fund's life.
Workout situations need institutional memory. When a borrower trips a covenant the diligence done at origination, every consent and waiver since, and every conversation with the sponsor matters. Spreadsheets lose that history precisely when you need it.
LP reports look fundamentally different. Yield, loss given default, weighted average life, current pay vs PIK and concentration by industry and seniority. Equity LP report templates do not answer the questions credit LPs ask.
How Reuben AI serves credit
Covenant compliance engine
Covenants encoded once from the credit agreement. Borrower financials feed in via the founder portal or direct integrations. The system computes compliance against every covenant on the cadence the agreement specifies and surfaces breach risk before it happens. Waivers and amendments flow through structured approval with full provenance.
Real-time NAV and waterfall
Every facility, every drawdown, every accrual reconciled to the day. Management fees, performance fees and carry waterfalls computed against live NAV. Subscription lines, NAV facilities and back-leverage modelled with their own logic.
Origination and structured underwriting
Multi-dimensional credit diligence covering financial health, sponsor track record, sector dynamics, structure and downside scenarios. Evidence-backed findings flow directly into IC memos and credit committee workflows.
LP reporting tailored to credit
Yield-based reporting with current pay vs PIK breakdowns, weighted average life, loss given default and concentration analytics by sector, sponsor and seniority. Generated automatically from live portfolio data.
See Reuben AI for credit
Walk through covenant tracking, NAV reconciliation and credit-tailored LP reporting on your own facilities.
Related Resources
Private credit valuation: from borrower evidence to approved marks
Private credit valuation software should help a reviewer reconstruct the basis of a proposed mark. Keep loan terms, borrower financials, payment information, relevant market inputs and model assumptions linked to the valuation date. Separate contractual amounts and accrued income from fair value conclusions so users can see which figures describe the agreement and which require judgement.
Automated valuations are best evaluated as a controlled preparation and review workflow. Ask how the system flags missing inputs, preserves assumption changes and records approval. For an illiquid loan, a model output alone does not explain the conclusion: the reviewer needs the method, evidence, sensitivities and reasons for accepting or challenging the mark.
Covenant monitoring should inform that review without replacing it. Weakening cash generation, delayed financial statements or reduced headroom may warrant investigation before a breach. Preserve the agreement definition, calculation period and source financials so the team can tell borrower performance from an input error.
Connecting valuation and LP reporting needs an approved reporting cut-off. Reconcile the loan-level position with fund records, keep unresolved differences visible and carry approved commentary into the investor report.
How it works on one record: Reuben AI connects evidence across the asset or portfolio company, deal, vehicle, fund, manager, portfolio. A borrower development can inform covenant review, valuation discussion and approved investor commentary. The same fully sourced record carries context from discovery through diligence, committee decisions and ownership review. Judgement stays human. See the six levels of private markets diligence, ownership and review and continuous diligence.