CREx OS · Data validation

Validate CRE data before it hits the investor pack.

Investor packs fail when bad numbers look finished. Validate commercial property data before the pack: freshness, mapping, completeness, and exception work on the trusted record. CREx OS runs the checks. Agentic AM works the queue. Your team signs what leaves.

What is commercial property data validation before investor packs?

Commercial property data validation before investor packs means running rule checks on multi-PM feeds before numbers are treated as pack-ready: feed freshness, chart-of-accounts mapping coverage, completeness, and sanity checks that open an exception queue when something fails. CREx OS holds the trusted record from certified PM feeds. Agentic Asset Management, included with the OS, works that queue with your team so validation is a standing workstream instead of an analyst eyeballing exports the week the pack is due.

Timing

Validation is before the pack, not during the scramble

Pack week is too late for discovery. Catch breaks earlier so reporting assembly and letters start from locked figures.

Related education

Hygiene checklist

  • Fix your PM data teaches hygiene
  • Useful for training the team
  • Not the operating validation layer
This page

Operating validation

  • Automated checks on live feeds
  • Owned exceptions every period
  • Sign-off before investor reporting

Pack assembly lives on investor-grade reporting across PMs. Letters are a separate artifact on quarterly investor letters.

Checks

Checks that catch bad numbers early

Describe the jobs. Do not invent thresholds or accuracy percentages.

01 · Freshness

Feed freshness

Quiet connectors, late packs, and partial files surface as work, not as a surprise in the pack.

02 · Mapping

Mapping coverage

Operator GL versus your COA. Drift after a PM chart change gets queued before portfolio KPIs lie.

03 · Completeness

Completeness and sanity

Missing domains, rent roll versus financial mismatch signals, incomplete periods. Flags open work items.

Queue

The exception queue is the product

Failed checks become owned work items, not Slack archaeology. Humans still approve what matters before numbers are pack-ready.

Agentic Asset Management is included with CREx OS. A named AM works the queue with your customer team. Data cleanup is part of delivery. Validation stays a standing workstream inside the OS.

Hire vs platform

Pitch vs analyst eyeballing exports

Eyeballing

Another analyst

Still samples files under deadline. More people on the same scramble.

CREx

Checks + staffed queue

Validation on certified feeds scales with PM count. See hire alternatives.

Not this

PMS bake-off

We do not attack property managers by name. Managers keep their systems.

Cluster

Where validation sits in the stack

Feeds Validate Monitor Pack Letter

Feeds start at property manager integration. Product home: CREx OS.

Operating layer

What "before the pack" means in practice

Deal-room validators catch mismatches across an OM, rent roll, and T-12 for a transaction. Market-data quality pages talk about vendor datasets. Those are adjacent jobs. This page is the ongoing owner lane: multi-PM feeds that must stay pack-ready every period.

Before IR week, the questions are concrete. Did every expected connector land? Did a PM chart change break your mapping coverage? Are rent roll and financial domains complete for the period? Did a sanity check open an exception that still has no owner?

CREx OS runs those checks on the trusted record from certified PM feeds. Failed checks become work items. Agentic AM works the queue with your team. Your approvers still decide what is pack-ready. Validation is a standing workstream, not a heroic week of eyeballing exports.

Checklist versus operating validation

A checklist teaches hygiene. Use fix your PM data to train the team on what good looks like. Use the OS to catch breaks every period on live feeds. Education does not replace the queue. The queue does not replace judgment on what leaves for investors.

What we do not claim

We do not invent accuracy percentages or dollar savings on this page. We do not grade property managers as the thesis of the page. Score language, if it appears in product, means ordering your exception work, not a public scorecard H1 about PMs. We do not claim every restatement disappears. We claim earlier discovery on governed feeds with named owners.

When numbers clear validation, monitoring keeps the watch and reporting assembles the pack from the locked record. Letters draft from the same place. That is the cluster: feeds, validate, monitor, pack, letter.

Failure modes

How bad numbers look finished before they are ready

Controllers and IR leads get burned the same ways: restated NOI, unit-count mismatch, silent COA change. Validation exists to catch those before the pack treats them as done.

01

Silent COA change

A PM adds GL accounts after the last mapping review. Portfolio roll-ups still look clean. Comparability is gone.

02

Partial period

One domain arrives. Another is late. Someone pastes what they have and calls it the pack.

03

Rent roll vs books

Mismatch signals exist, but nobody owns the exception until an LP asks which unit count is right.

04

Quiet connector

The feed stops without a ticket. Discovery happens in IR week, not on the day it failed.

Rule checks open the queue early. Agentic AM works it as a standing workstream. Humans still approve what is pack-ready. That is commercial property data validation for multi-PM owners, not a one-time hygiene course.

Versus the scramble

Why analyst eyeballing does not scale with PM count

Another hire can sample more files. They still work under the same deadline. Each new third-party manager adds another export habit, another chart of accounts, another quiet week that only shows up when the pack is due.

Validation on certified feeds flips the default. Checks run when data lands. Exceptions get owners. Agentic AM works the queue as a standing workstream inside CREx OS. Your approvers keep judgment. The week of the pack becomes confirmation, not discovery.

Bring last pack's break to a demo: which PM, which field, how it was found. That is the fastest way to see whether the operating layer fits your estate.

FAQ

Frequently asked questions

Bring last pack's break.

Is this the same as fix-your-pm-data?
Related but different. Fix your PM data is hygiene education. This page is the operating validation layer inside CREx OS: checks on live feeds, owned exceptions, and sign-off before packs.
Do you replace our PMs' systems?
No. Managers keep their PMS. Validation runs on certified feeds into the owner-side record.
Who fixes a failed check?
Failed checks become owned work items. Agentic AM works the queue with your team. Your approvers still sign what is pack-ready.
Will this stop all pack restatements?
It catches issues earlier. It does not claim zero restatements. Earlier discovery is the point.
How is this different from BI data-quality widgets?
BI widgets flag charts. Validation here sits on governed feeds with an owned exception queue and human sign-off before investor output.
How do we start?
Book a demo with last pack's break: which PM, which field, and how it was found.
Catch breaks earlier

Validate before the pack is due.

Tell us which PM, which field, and how last quarter's break was found. We will show the validation queue inside CREx OS.

Book a demo → See CREx OS