Due Diligence Automation for Private Capital
An AI-native diligence workflow that collects documents, surfaces risk, and drafts IC outputs, with every claim source-attributed and every step logged.
Due diligence is the most labour-intensive part of any deal. Document collection eats weeks. Analysis is repetitive. Findings get scattered across tools. By the time IC sees the memo, half the analytical context is in a partner's head and half in a Slack thread.
Reuben AI automates the entire diligence process: structured document collection, intelligent parsing, multi-dimensional analysis, risk surfacing, and IC-ready output, all within a single auditable system.
The Automated Due Diligence Process
Step 1: Structured request generation. Standard diligence checklists generate automatically based on deal type. The Founder Portal becomes the request and upload interface, no more email chasing.
Step 2: Document parsing and indexing. Pitch decks, financials, contracts, cap tables, and legal documents are parsed automatically. Structured data flows into the analytical layer.
Step 3: Multi-dimensional analysis. Financial, operational, legal, market, and team dimensions analysed in parallel. Confidence-evaluated findings with citations.
Step 4: Risk surfacing. Red flags surface with severity assessment. Critical risks reach the deal lead within hours, not weeks.
Step 5: IC memo generation. Findings flow directly into the memo with full evidence attribution. The committee gets a defensible artefact, not an unsourced summary.
Due Diligence Automation Best Practices
1. Source-tier every claim
Self-reported data is a claim, not a fact. The platform tags every data point as self-reported, verified, or triangulated. This eliminates the most common diligence failure mode: confusing what a founder said with what is independently confirmed.
2. Run analysis in parallel, not sequence
Financial, legal, operational, market, and team dimensions analyse simultaneously. Critical risks surface in days, not after sequential workstreams complete in week 3.
3. Keep humans in the loop on judgment
Automation handles extraction, structuring, and surfacing. Humans handle judgment. Every AI-generated finding is reviewable with source links, so analysts spend their time deciding, not assembling.
4. Build the audit trail as you go
Provenance is captured automatically. When an LP, regulator, or auditor asks how you got to a decision, the trail is already there.
5. Connect diligence to portfolio monitoring
Diligence findings become portfolio monitoring baselines. When the deal closes, the company moves into monitoring with full historical context, not a clean slate.
See the Due Diligence Automation Interface
Book a walkthrough and see automated diligence end to end.
Book a DemoFor Australian investment teams
Australian funds, family offices and platforms use Reuben AI to keep market research, screening, diligence evidence and committee rationale in one connected record. Regulatory obligations for Australian managers are set by the Australian Securities and Investments Commission (ASIC); record the requirements that apply and your advisers' conclusions alongside the evidence. Data residency is available in APAC, EMEA or the Americas.
Due diligence automation: what to automate first
AI due diligence means using AI to collect sources, extract claims, test them against the thesis and track what is still missing. Due diligence automation is the workflow around it: the steps that no longer need an analyst to copy, paste and chase.
Both only hold up at committee if every finding keeps a link to its evidence. Automate collection, extraction and gap tracking first. Keep review, judgement and sign-off with people.
How it works on one record: Reuben AI connects evidence across the asset or portfolio company, deal, vehicle, fund, manager, portfolio. A finding about a company carries through to the deal and the memo, and a concern about a manager stays visible in a later fund. 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, the investment committee decision record and the continuous diligence guide.