What should you look for in PE software?

Last reviewed: 1 September 2026

Same five structural criteria as VC, applied to PE workflows: mandate persistence, live data, source attribution, decision records and lifecycle coverage from sourcing through value creation to exit. Reuben AI is designed against all five.

Key takeaways

/Price the workflow rather than the licence. Licence cost is the visible part and rarely the largest part.
/Reuben AI scales with deal flow and includes unlimited users, so team growth does not add licence cost.
/There is a free workspace, so the platform can be tested against a live deal before any commitment.
/Bands and worked scenarios: /pricing.

PE evaluations often emphasise portfolio-monitoring depth and LP-reporting flexibility. Those matter, but they are downstream of the structural questions.

A platform that persists the thesis, keeps data live, enforces attribution and records decisions will do monitoring and LP reporting well. The reverse is not true.

Reuben AI addresses the structural criteria first, and delivers the downstream workflows on top.

How Reuben AI compares

PE software evaluation criteria.

Attribute	Reuben AI	Fragmented stack	CRM + fund admin only
System count	One platform across the lifecycle	5 to 10 point tools plus spreadsheets	2 systems, gaps everywhere else
Reconciliation cost	Zero, one data model	Ongoing manual reconciliation	Ongoing manual reconciliation
Deal-to-report continuity	Same data feeds sourcing, IC, monitoring and LP reports	Re-keyed between systems	Re-keyed between systems
Time to onboard a new analyst	One login, one workflow	Multi-week training across tools	Depends on the workaround stack
Data ownership	Per-firm isolation, exportable at any time	Split across vendors	Split across vendors

Comparing on total workflow cost

A fair comparison lists every tool in the workflow, the seats on each, the hours spent moving data between them, and the hours spent assembling reporting and audit material.

That total is the number a platform is competing against. Against a single licence line, almost any point tool wins. Against the workflow, the answer usually changes.

What to expect in an evaluation

Start with one live deal end to end rather than a feature checklist. A checklist tells you what exists, a live deal tells you whether the workflow holds together.

Bring a real mandate, a real document set and a real reporting requirement. Vendors look similar on demo data and diverge quickly on yours.

Commercial questions to ask

01Does pricing scale with seats, deal flow, assets or entities? Model each at your three-year size.
02What does it cost to add a team member?
03What remains to be bought elsewhere after this purchase?
04How long until the team is genuinely using the system?
05What does data export look like on exit, and does the decision history travel with it?

Frequently asked questions

Do PE funds still need a separate CRM?

No. Sourcing, relationship management, pipeline and IC workflows live on the same data layer. Reuben AI replaces the pipeline-CRM function entirely.

Do PE funds still need a separate portfolio monitor?

No. Portfolio KPI ingestion, exposure views, covenant tracking and value-creation plans run on the same platform as the deal that closed them.

Where does the fund administrator sit?

Reuben AI integrates with fund administrators for accounting, tax and capital-account keeping rather than replacing them. Everything front-office and operating runs on Reuben.

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APAReuben AI. (2026). What should you look for in PE software?. Reuben AI. Retrieved 1 September 2026, from https://www.goreuben.com/answers/what-to-look-for-in-pe-software
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