AI infrastructure for private markets
Intelligence and decision infrastructure for private capital. One data and diligence layer from fund setup to governance, for funds and platforms. One governed data layer for the full fund lifecycle, from fund design to LP reporting, with mandate persistence and decision provenance built in.
Most funds are running AI the way they ran spreadsheets: bolted onto a fragmented stack of CRM, data room, IC tooling, portfolio monitor and LP reporting suite. The output may look modern, but the underlying data is stale, scattered and ungoverned. That is an AI feature, not AI infrastructure.
Reuben AI is the intelligence and decision infrastructure for private capital. One data and diligence layer connects fund setup, investment decisions, portfolio monitoring and governance for funds, allocators and platforms.
Etapa 1 de 8, Diseño de fondo
Three pillars of institutional AI
Decision Provenance
Every recommendation, score, and IC output traces back to its underlying data, model version, and human reviewer, defensible months and years after the decision.
Living Diligence
Diligence is continuous, not a one-shot exercise. Sources are tiered (self-rep, verified, triangulated) and re-verified as new evidence enters the system.
Continuous Compliance
KYC, AML, sanctions, ESG, and reporting obligations monitored across founders, LPs and portfolio companies, with alerting before issues become incidents.
The lifecycle, on one operating layer
Every stage of the fund, formation, origination, decision, portfolio, runs on the same data, the same governance, and the same audit trail. No reconciliation, no exports, no rebuilds.
Fund Formation & Strategy
Explore →Strategy, vehicle structure, jurisdiction, fund economics and LP base modelled in one place. From thesis to first close without a Frankenstein stack.
Origination & Diligence
Explore →Sourced, scored and triangulated against your thesis the moment a deal enters the pipeline. Living diligence replaces static memos and stale data rooms.
Decision & Governance
Explore →Investment committee, IC memos, deal room and decision provenance, every approval is auditable, every dissent is preserved, every assumption is traceable.
Portfolio & LP
Explore →Portfolio monitoring, LP reporting, governance and audit trail run on the same data layer that captured the original thesis, no rebuilding, no reconciliation.
Frequently asked
Further reading
- The Intelligence Layer: why every private markets platform will need governed connective infrastructure between its data and AI reasoning systems.
- The Fragmented Fund: the compounding cost of point-solution infrastructure.
See the institutional AI layer in your context
Book a walkthrough with our team, or request a guided trial with required onboarding.