Reuben AI

    Special situations, with scenario-led discipline

    Event-driven equity, turnaround capital and complex one-off transactions with scenario-led underwriting.

    Special situations cover the deals that do not fit a standard template: corporate carve-outs, regulatory-driven sales, complex shareholder situations, turnarounds and event-driven equity. Each transaction is bespoke, each requires scenario-led underwriting, each needs milestone tracking through to outcome. Most managers run this in deal-specific spreadsheets that are abandoned after IC. Reuben AI provides structured scenario underwriting, milestone tracking, downside protection monitoring and workout workflows that persist through the life of the position.

    RReuben AIUserEquityCreditReal AssetsCo-Inv

    Why this asset class needs a different operating model

    No two deals are the same. Special situations transactions are bespoke by definition. The platform needs to support deal-specific structure without forcing it into a standard template.

    Scenario underwriting beats point estimates. Outcomes depend on contingencies: regulatory decisions, court rulings, counterparty behaviour. Underwriting needs to model scenarios with probabilities, not single point estimates.

    Milestone tracking is the operating model. Closing conditions, regulatory milestones, restructuring steps and recovery actions need structured tracking through to completion.

    Downside protection is the thesis. Special situations theses typically depend on structural downside protection: collateral, guarantees, payment priority or contractual protections that need continuous monitoring.

    How Reuben AI covers it

    Scenario-led underwriting

    Multi-scenario base, upside and downside cases modelled with probability weights and key contingency drivers tracked through the life of the position.

    Milestone and contingency tracking

    Closing conditions, regulatory milestones, restructuring steps and contractual triggers tracked structurally with owners, deadlines and dependencies.

    Downside protection ledger

    Collateral, guarantees, payment priority and contractual protections tracked continuously with stress scenarios against downside cases.

    Workout and recovery workflow

    When situations require active workout, structured workflows for negotiation, restructuring and recovery preserve decision provenance for the life of the position.

    Multi-jurisdictional coordination

    Special situations often span multiple jurisdictions. Counsel, court schedules, regulatory bodies and counterparties coordinated through one structured record.

    Relevance by fund type

    VC

    Niche

    PE

    Core

    Private Credit

    Adjacent

    Growth Equity

    Opportunistic

    Hedge Fund

    Core

    Infrastructure

    Niche

    Family Office

    Opportunistic

    Emerging

    Niche

    CVC

    Niche

    Institutional

    Adjacent

    Related solutions

    Common questions

    How is this different from distressed?

    Distressed is one type of special situation. Special situations also include corporate carve-outs, regulatory-driven sales, complex shareholder situations and event-driven equity. The shared trait is bespoke structure and scenario-led underwriting.

    Can it handle multi-scenario underwriting?

    Yes. Base, upside and downside cases are modelled with probability weights and key contingency drivers tracked structurally through the life of the position.

    Does it support workout workflows?

    Yes. When positions move into active workout, structured negotiation, restructuring and recovery workflows preserve full decision provenance through to resolution.

    See Special Situations in Reuben AI

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

    Related