Private Equity AI Systems
AI-Powered Fund Operations forDeal Flow.
Custom-built AI systems for forward thinking PE funds — handling due diligence, LP reporting, portfolio monitoring, and deal pipeline around your fund terms.
Private equity firms using AI-powered operations reduce LP reporting time by 80%, process due diligence documents 10x faster, and maintain real-time portfolio dashboards instead of quarterly snapshots. PSV builds custom AI systems for deal flow, fund administration, and investor relations.
The Problem
Your analysts are buried in data gathering, not deal making.
01
80-100+ deals reviewed per closed transaction.
Without automated pipeline tracking, partners make decisions on stale data and high-quality opportunities slip through scattered inboxes.
02
3-4 weeks per quarter on LP reports.
IR teams spend entire weeks compiling portfolio data and capital call notices. AI-powered operations compile, format, and distribute in hours.
03
15-20% of viable deal flow lost to slow response times.
Opportunities from partners, brokers, and advisors sit in inboxes while competitors move faster. AI-powered deal processing monitors inbound flow continuously.
04
2-5% error rates in fund administration spreadsheets.
Capital call calculations, distribution waterfalls, and carried interest tracked in spreadsheets. One formula mistake cascades through your entire fund accounting.
Before → After
Same diligence. Analyst-week turnaround.
Benchmark task timings from PSV-deployed AI systems across middle-market and growth-equity funds.
| Task | Before | After | |||
|---|---|---|---|---|---|
| Teaser screening | Before: 45 minAfter: 5 minper teaser | 45 min | 5 minper teaser | ||
| Data room organization | Before: 2 daysAfter: 3 hours | 2 days | 3 hours | ||
| Quarterly LP report draft | Before: 5 daysAfter: 6 hours | 5 days | 6 hours | ||
| Portfolio KPI consolidation | Before: 1 dayAfter: 45 min | 1 day | 45 min | ||
| Deal pipeline update | Before: 2 hoursAfter: autocontinuous | 2 hours | autocontinuous | ||
Based on benchmark timings from PSV deployments and industry sources.
Security & Oversight
Security built into
every AI system we build.
5 guardrails built into every output.
01
Full Audit Logging
Every AI system action is logged with full context: what happened, why, and what data was used. Reviewable at any time.
02
Investor Data Protection
LP PII, capital accounts, and fund financials handled with strict access controls and fund-level isolation.
03
Complete Audit Trails
Every AI action is logged with full context: what, why, and what data was used. Auditor-ready at all times.
04
Data Encryption
AES-256 at rest, TLS 1.3 in transit. Deal memos, LP data, and fund financials stay protected end-to-end.
05
Human Oversight Built In
Approval gates, escalation paths, and confidence thresholds ensure the AI system knows when to act and when to route to a human.
Proof we can point at, from institutional investment workflows.
The CRE AI Analyst is the closest transferable system — same underwriting, IC-memo, and pipeline mechanics — with adjacent patterns from our admin-automation work.
Commercial Real Estate — Directly Transferable to PE Deal Flow
OM / teaser parsing + IC memo generation
50+
deals screened per week
CRE AI Analyst
From 3-4 hand-underwritten deals per week to 50+ AI-screened, IC-ready models in 15 minutes. The same engine ingests PE teasers, screens against fund thesis, and drafts IC memos.
Coaching / EdTech — Mechanism Transfers to LP Reporting
Scheduled reporting + engagement automation
70%+
admin time reclaimed
CollWi
Recurring reporting, follow-ups, and engagement tracking automated. Same pattern powers quarterly LP reports, capital call notices, and portfolio-monitoring dashboards.
Case studies link to real PSV engagements. Mechanisms transfer across industries; deployment is configured to your workflows and data.
Before You Brief Your IC
The questions your investment committee will raise.
We've heard them all. Here are the answers—with proof.
Your fund terms. Your LPA. Built around your operations.
Send us your fund docs. We'll show you exactly how our AI systems handle your operations. 30-day money-back guarantee.
Book a Strategy CallWe take on a limited number of new partners each quarter.
Let's talk
From teaser to IC memo in the time your team spends on email.
We build AI systems that handle fund operations — deal screening, LP reporting, portfolio monitoring — around your fund terms and investment thesis. Tell us what's slow. We'll propose a purpose-built system with clear ROI.
We take on a limited number of new partners each quarter.
Guardrails built inAES-256 encryptedYour data stays yoursOngoing optimization included