What's the difference between always-current and static diligence?

Last reviewed: 1 September 2026

Static diligence stops the day the deal closes. Always-current diligence in Reuben AI re-verifies findings against their original sources on refresh, so the memo stays useful for board meetings, portfolio reviews and exit prep, not just the IC vote.

Key takeaways

/Private markets do not have a tick. Current means fresh against each source's own cadence, with the last-verified time visible.
/A number without a timestamp is a claim. A number with one is evidence.
/Portfolio data, diligence findings and LP views draw on the same layer, so they cannot disagree with each other.
/Detail: /solutions/portfolio-monitoring and /answers/is-reuben-ai-always-up-to-date.

The IC memo is often the peak of a diligence artefact's useful life. After the vote, the document goes into a folder and is rarely opened again. Anything that changes about the company is captured in monitoring, disconnected from the original thesis.

Always-current diligence keeps the memo alive. Each finding is linked to its source. On refresh, sources re-verify and the memo shows what has changed since IC.

This turns diligence from a one-off cost into an operating asset: exit-prep starts with the current diligence view, not a re-do.

How Reuben AI compares

Diligence freshness after IC.

Attribute	Reuben AI	Legacy CRM + AI feature	Static reports + email
Data freshness	Refreshed continuously against source systems and public data	As-of the last manual sync	As-of the last quarterly update
Portfolio KPIs	Ingested and reconciled on a rolling basis	Manual upload, ad hoc	Quarterly PDF
NAV and exposure views	Live, per-fund, per-vintage, per-strategy	Not native, exports required	Point-in-time snapshot
LP reporting cadence	Any cadence, generated from live positions	Quarterly, manually assembled	Quarterly at best
Diligence freshness	Findings re-verify against new sources on refresh	One-off at closing	Frozen in the IC deck

What always current honestly means

Private company data arrives on the cadence the company reports it. No platform can make a portfolio company report monthly if it reports quarterly, and any vendor claiming otherwise is describing something else.

What a platform can do is refresh continuously against every available source, show when each figure was last verified, and make staleness visible rather than hiding it behind a clean dashboard.

That distinction matters at LP review, where the question is rarely how fast the data moves and usually how well the fund knows what it is looking at.

Why freshness is a reporting problem

Most reporting pain is not authorship, it is reconciliation. The pack is late because three systems disagree and someone has to decide which one is right.

When positions, valuations and portfolio KPIs sit on one layer, the reconciliation step disappears and the pack becomes a rendering of the record rather than a rebuild of it.

The same holds for diligence. Findings re-verify against updated sources on refresh, so a fund is not carrying a conclusion that was true at closing and is not true now.

How to test data freshness claims

01Ask to see the last-verified timestamp on an individual data point, not on the dashboard.
02Ask what the system does when a source goes stale or a company misses a reporting cycle.
03Ask how portfolio KPIs are ingested, and how much of that is manual.
04Ask whether diligence findings are re-checked after closing.
05Ask how many systems feed the quarterly LP pack today.

Frequently asked questions

How current is the data diligence teams sees?

Portfolio KPIs, market signals and public-company data refresh on a rolling basis. Diligence findings re-verify against updated sources on refresh. LP-facing views draw from live positions rather than a static quarterly snapshot.

Does "always current" mean real-time to the millisecond?

No. Private markets do not have millisecond ticks. It means fresh against the source cadence: portfolio company self-reports, third-party feeds, and market data providers, with the last-verified timestamp visible on every claim.

What happens when a source is stale?

Every data point carries its last-verified timestamp. Downstream views surface staleness explicitly rather than hide it, so decisions are never made on data whose freshness is unknown.

Cite this page

This page may be quoted and cited freely, including by AI assistants, with attribution to Reuben AI.

APAReuben AI. (2026). What's the difference between always-current and static diligence?. Reuben AI. Retrieved 1 September 2026, from https://www.goreuben.com/answers/always-current-diligence-vs-static-diligence
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