The status quo

Three approaches your team is probably using — and why each one falls short.

Before RevRE, multifamily operators and investment teams cobble together three broken approaches to data. Each one costs real money in analyst time, missed benchmarks, and decisions built on inputs that aren't trustworthy.

✕ Approach #1

Spreadsheets & manual reports

Analysts spend the first week of every month pulling exports from each PMS, reconciling inconsistencies, and reformatting the same tables — before any actual analysis can happen. By the time the data is ready, it's already out of date, and the report reflects a portfolio that no longer exists.

40+ hrs/mo of analyst time per portfolio, every single month

✕ Approach #2

Generic BI tools (Power BI / Tableau)

General-purpose BI tools don't fix the underlying data problem — they just give you a nicer way to visualize bad data. You still need developers to build pipelines, define every metric, and maintain the model. Implementation takes months, and the data is still inconsistent across PMSs from day one.

$100k+ in dev time to build, and ongoing cost to maintain

✕ Approach #3

Survey-based market data

Survey data reflects what properties choose to report, not what they actually achieve. Effective rents are overstated. Expenses are underreported. Occupancy is measured inconsistently. When you underwrite a deal against survey benchmarks, you're calibrating against a market that doesn't exist the way the data describes it.

$50k+/yr for enterprise access to data that's still structurally wrong

Head-to-head

RevRE vs. the three alternatives.

A direct comparison across the capabilities that matter most to operators, asset managers, and investment teams.

Capability	Spreadsheets	Power BI / Tableau	Survey Data	RevRE
Data Foundation
Live data — updated dailyNot monthly or quarterly batch exports
Sourced from live PMS operationsNot surveys, scraped listings, or estimates
Standardized across multiple PMSsApples-to-apples across Yardi, RealPage, Entrata
Multifamily-specific data modelBuilt for MF, not adapted from a generic schema
1M+ GL categories normalizedTrue cross-portfolio expense comparison
Implementation & Overhead
No developer requiredOperations teams can run it without engineering support
Live in 10 daysNot 6–12 months of implementation
Fully managed pipelinesRevRE handles all maintenance and PMS API changes
Analytics & Reporting
No-code portfolio dashboardsBuilt for ops teams, not SQL analysts
Automated scheduled reportingNo manual export-and-format workflow
Market benchmarksFrom actual PMS performance, not survey averages
Smart alerts on KPI thresholdsCatch occupancy drops and expense overruns before they compound
Investment & Underwriting
Effective rent benchmarks — not listed rentsWhat properties actually achieve, not what they market
Actual expense benchmarks by marketNormalized across 1M+ GL categories for comparability
Market-level granularityNot national averages that obscure where the opportunity actually is
Benchmark portfolio vs. portfolioCompare your own assets against each other — not just the market
Security & Trust
SOC 2 compliantIndependently audited security controls
Read-only PMS accessCannot write to or modify source systems under any circumstances
Zero data resaleYour data is never shared with or sold to third parties

Full capability

Partial / significant caveats

Not supported

Before & after RevRE

Four structural changes. Not incremental improvements.

These aren't features. They're the fundamental shifts in how your team works with data — every day — from the moment RevRE goes live.

✕ Without RevRE

Data prep is a full-time job for your analysts

The first week of every month is the same: pull PMS exports, reconcile inconsistencies, reformat tables, fix the formulas that broke since last month. By the time the report is in someone's inbox, it's already a week stale and the team has burned a full workweek before doing any actual analysis.

✓ With RevRE

Clean data arrives automatically every morning

RevRE extracts, normalizes, and delivers standardized data to your team's systems overnight. When your analysts open their dashboards in the morning, the data is already current, consistent, and ready to work with. No exports, no reconciliation, no reformatting. That time goes back to analysis.

40+ hrs/mo returned to your team, every month

✕ Without RevRE

Cross-portfolio comparison requires a manual mapping exercise

Yardi calls it "Physical Occupancy." RealPage calls it "Occupied %." Your Entrata properties calculate it differently still. Comparing NOI across management companies requires rebuilding the GL mapping from scratch. Every quarter. For every new property. Until someone just gives up and trusts a number they know is wrong.

✓ With RevRE

Every property speaks the same language

RevRE's transformation engine maps every data point from every PMS into a single unified multifamily schema. Occupancy means the same thing across every property. NOI is calculated consistently across all management companies. You can actually compare your portfolio — property to property, market to market — without a single manual step.

1M+ GL categories normalized in the Financial Mapper

✕ Without RevRE

Your market benchmarks are structurally wrong

Survey benchmarks reflect what properties report to surveys — not what they actually achieve. Effective rents are inflated. Expenses are underreported. Occupancy definitions vary by who filled out the form. When you underwrite a deal using survey benchmarks, you're comparing against a fictional version of the market that no property in your comp set actually mirrors.

✓ With RevRE

Benchmarks from what the market actually does

RevRE's market benchmarks are built directly from PMS performance data — real rent rolls, real expense actuals, real NOI — across 500,000+ live units in 25+ markets. When you benchmark your portfolio or stress-test an acquisition, you're comparing against what comparable properties are actually delivering, not what they tell survey companies.

500k+ units onboarded across 20+ U.S. markets

✕ Without RevRE

Problems surface at month-end — after they've already cost you

Your occupancy dashboard shows last month's numbers. The expense report was built from last week's exports. The renewal alert came from an email someone forwarded. By the time your team finds out a property's occupancy has been sliding, it's been sliding for three weeks. The damage is already done — you're just explaining it now.

✓ With RevRE

Problems surface the next morning — before they compound

RevRE's smart alerts notify your team the moment a KPI crosses a threshold — occupancy dropping below target, delinquency rising, expenses running hot relative to your market peers. You know about the issue the morning after it appears in the PMS, not at month-end. That's the difference between managing a portfolio proactively and explaining what went wrong.

Daily data refresh — every property, every portfolio

Differentiation by role

The specific advantage RevRE delivers for your team.

Whether you're managing a portfolio day-to-day or evaluating deals for investment, RevRE gives you a measurable edge over teams still working the old way.

For operators & asset managers

Manage more confidently.
Report more efficiently.

You're running a portfolio and you need to know — in real time, not at month-end — what's happening across every asset. RevRE gives you a single live view of portfolio performance built on data that's genuinely standardized, so every number you look at means the same thing across every property.

Identify underperforming assets before they drag quarterly performance

Benchmark expenses against live market peers — not industry surveys

Eliminate 40+ hours of monthly reporting prep entirely

Deliver investor reporting in minutes with branded, exportable dashboards

Catch occupancy and renewal issues the morning they appear, not at month-end

$47kAvg NOI recovery identified per property

40 hrsReturned to your team each month

For investors & underwriters

Underwrite faster.
Win more confidently.

You evaluate deals and you need to know what the market is actually doing — not what it reports to surveys. RevRE gives you live benchmarks built from real PMS operational data so your underwriting inputs reflect reality, not the optimistic version of it that ends up in broker packages.

Screen deals 3× faster with always-on market benchmarks

Replace $50k+ in survey data spend with live operational intelligence

Underwrite against effective rents — not marketed rents

Stress-test expense assumptions with normalized market actuals

Walk into IC with benchmarks sourced from 500k+ units onboarded — not surveys

3×Faster deal screening

20+U.S. markets covered

Three products. One data foundation.

See the full product suite that makes this possible.

Every differentiation on this page flows from the same source: RevRE's purpose-built multifamily data infrastructure. Three products — each one valuable on its own, and more powerful together.

BI Tool

Live portfolio dashboards, automated reporting, and smart alerts — no SQL required.

Explore BI Tool

ETL & Standardization

Extract from any PMS, normalize to a unified schema, deliver anywhere. Daily and automatic.

Explore ETL

Data Licensing

Live market benchmarks from 500k+ units across 20+ markets. Built from real operations.

Explore Data Licensing

Explore the full suite

Most customers go live within 10 days of kickoff. No developers needed on your side.