AI-powered operations for fund finance
Fund operations, finally intelligent.
Operent builds AI for the finance and controller teams inside PE and VC funds — turning fragmented spreadsheets, emails, and PDFs into a live, auditable intelligence layer.
The problem
Your ops team is the most expensive spreadsheet in finance.
Excel, email, and PDF remain the operational backbone — despite expensive platforms like Investran and eFront. Data lives across 3–6 disconnected systems with no single source of truth.
70%
of GPs name LP reporting as their single top operational challenge
4–6mo
to compile a full compendium of fund documents from scratch
27%
of accounting errors trace back to manual data entry alone
What Operent delivers
99%
portco data capture across all ingestion mediums
80%
of LP communications handled by AI, approved without edits
Same-day
side letter turnaround, capital call, and reporting activity
What we build
Three intelligence layers for the modern fund.
Built AI-native from the ground up — not bolted onto legacy systems.
01 — Portfolio
Portfolio Intelligence
Ingest data from every source your organization touches — portco emails, management portals, board packs, spreadsheets, PDFs — into a single structured golden record.
Universal ingestion from email, portal, PDF, and spreadsheet
Context-learned AI extracts and verifies metrics against prior periods
Auditable confidence scores — every figure traceable to its source
Powers all internal analysis and external LP reporting
02 — LP
LP Intelligence
AI-native LP relationship management — from fundraise to close to ongoing monitoring. Everything Chronograph and Hanover Park do, rebuilt for the age of AI agents.
Fundraise and close tracking — commitments, tranches, closing conditions
Capital account statements, NAV, distributions, and MOIC by LP
DDQ and ad hoc data requests answered same-day with AI drafting
LP portal monitoring — track engagement, bespoke terms, and open items
03 — Reporting
Compliant Reporting
Every output reviewed against your fund's legal agreements, prior LP communications, and regulatory requirements — before it leaves your team's hands.
Ingests LPA, side letters, and SEC obligations as live compliance rules
AI reviews every investor-facing document against those rules before send
Consistency checks across all LP communications in a fund cycle
Full audit trail of every review, flag, and override for compliance records
How it works
From fragmented data to board-ready output.
Live in days. No rip-and-replace required.
01
Connect your sources
Email inboxes, LP portals, board packs, management spreadsheets — we ingest everything your team already uses, with no systems rip-and-replace required.
02
AI extracts and structures
LLMs parse unstructured documents, extract financial metrics, and build a verified golden record with confidence scoring on every figure.
03
Your team reviews
Approve, flag, or override any figure in a structured inbox. Full source traceability — every number links back to the original document.
04
Reports write themselves
LP reports, DDQ responses, capital account statements — AI-drafted, compliance-checked, and ready same day instead of next quarter.
The team
Operators from the firms we're building for.
We've sat inside the finance and operations teams at the funds this product is built for — trained at the schools and sharpened at the firms that set the standard. We know this problem intimately, and we built the tool we always wished we had.
Educated at
Experience across