AI-Powered CRE Underwriting

From messy documents to deal-ready models in minutes, not days.

ClearStrata ingests your scanned rent rolls, T12s, and lease abstracts — from any source — and returns normalized, lender-ready underwriting data backed by a transparent audit trail. No more nights and weekends re-keying numbers.

Built for acquisition directors and credit analysts at mid-market syndicators, family offices, and private debt funds.

Q3_RentRoll_PineStreetPortfolio.pdf — Auditing…
TENANTUNITSFRENT/MOSTATUS
Harbor Logistics LLC1014,200$8,820Verified
Meridian Capital Grp1023,800$7,980Flag
Westbrook Advisory2016,100$0Flag
Summit RE Holdings2025,400$11,340Verified
Clearview Partners3013,200$6,720Flag
Northgate Group3024,800$10,080Verified
6 units · 27,500 SF3 red flags detected — concession burn, zero-rent, lease cliff
Normalized in 4m 38s
< 5 minDocument normalizationany PDF source
15–25 hrsSaved per dealvs. manual workflow
100%Formula-intactExcel DSCR / IRR sync
GAAP+Chart of accountsCRE-standard mapping

The Problem

Enterprise tools weren't built for your team size.

Argus and RedIQ are sized for institutional platforms with dedicated ops teams. Mid-market syndicators, family offices, and private debt funds are still doing this work manually — on nights and weekends — at a pace that limits how many deals they can actually pursue.

  • OCR that breaks on real-world documentsYardi exports, AppFolio statements, scanned insurance binders, and emailed lease packages all hit different. Generic OCR fails on tabular CRE data; you end up hand-keying anyway.
  • Hidden risk buried in inconsistent line itemsConcession burn buried in the footnotes. Utility anomalies that spike without explanation. Lease term cliffs three months out. Occupancy numbers that don't reconcile with deposit records.
  • No defensible audit trail for lenders and LPsWhen a lender asks how a number was derived, you're digging through email threads and spreadsheet versions. That delay costs deals.

How It Works

A 15-hour process, collapsed to one review session.

01

Ingest any document

Drop in PDFs from Yardi, AppFolio, scanned rent rolls, insurance binders, or emailed lease packages. Our specialized CRE OCR handles the formats that break generic tools.

02

Audit and normalize

The red-flag engine cross-checks every accounting line against standard CRE charts of accounts. Heuristic checks surface hidden concessions, occupancy mismatches, utility anomalies, and lease term cliffs — automatically.

03

Export deal-ready models

Verified data flows into your existing DSCR and IRR models via two-way Excel sync with formulas intact. A shared Audit Trail Room gives lenders and LPs a single pane for verification.

Platform Capabilities

Purpose-built for CRE underwriting. Not adapted from something else.

CRE-Specialized OCR + Normalization

Trained specifically on the tabular structures of commercial rent rolls, T12 statements, and lease abstracts — not generic document OCR repurposed for CRE. Every accounting line maps against standard CRE chart-of-accounts categories in under five minutes, regardless of the source system.

Yardi exports
AppFolio statements
Scanned PDFs
Lease packages
Insurance binders

Proprietary Red-Flag Engine

Heuristic cross-checks automatically surface the issues that hide in plain sight: concession burn, utility spikes, lease term cliffs, and occupancy claims that don't match deposit records.

Two-Way Excel Sync

Verified outputs flow directly into your DSCR and IRR models — formulas intact, no copy-paste, no broken references. Your existing underwriting templates, supercharged.

Shared Audit Trail Room

Every normalized figure links back to its source document, page, and extraction step. Give lenders and LPs a single, transparent pane for document verification — not a pile of attachments and a prayer that nothing changed between versions. When a lender asks how a number was derived, you have a defensible answer in seconds, not hours.

Source-linked · Version-controlled · Shareable with lenders and LPs

DSCR & IRR Modeling

Deal-ready financial model outputs, pre-populated from verified document data.

Occupancy Reconciliation

Cross-check occupancy claims against actual deposit records — catch mismatches before lenders do.

Chart-of-Accounts Mapping

Every line normalized against GAAP-compatible CRE standard categories. No manual reclassification.

For acquisition + credit teams

Turn a document package into a defensible review record.

ClearStrata reconciles rent rolls, T12s, lease abstracts, and related diligence materials so your team can validate the numbers before they reach the model, lender, or investment committee.

Request a validation review
Proof-focused underwriting review
Normalized deliverable preview
Illustrative underwriting summary
A compact, normalized handoff from source documents to deal review.
Annual NOI$1.84M
Occupancy94.7%
DSCR1.36x
Flagged
Medium · 4 risks

Illustrative exceptions queued for operator review before lender delivery.

Source traceabilityDocument · location
synthetic_rent_roll.xlsx · Occupancy and rent normalizationSheet1!row_042
synthetic_t12.pdf · NOI and expense classificationp. 7

Synthetic and anonymized values only. This preview shows the review trail; no live property, tenant, or deal data is shown.

Open the document-audit workflow
Illustrative workflow preview
Source-linked audit trail
Every normalized value keeps its paper trail.

This synthetic, anonymized example demonstrates how ClearStrata connects a source row to its normalized value and the risk reference that needs review.

Source filenamesynthetic_rent_roll.xlsx
Row identifierSheet1!row_042
Normalized valueOperating Expense / Utilities
Flagged-risk referenceRISK-UTIL-004

See the finished validation artifact

Download a clearly labeled SAMPLE / ANONYMIZED report to see how T12 and rent-roll outcomes, warnings, acknowledgment state, review status, and UTC validation times appear together. It contains no customer data and requires no signup.

Request access
SAMPLE / ANONYMIZED
Public format preview
SAMPLE / ANONYMIZED VALIDATION REPORT
This representative report uses fictional data only and contains no customer information.
Representative deal file

FICTIONAL SAMPLE ASSET

Synthetic identifiers and outcomes show the review depth without exposing a customer deal or private audit record.

Review status
Needs review
Acknowledgment
Needs review
Latest validation: Sep 1, 2026, 4:00 PM UTC

Validation detail

Two source documents, one review record.

T12 operating statement
Warning
Outcome: Successful · Validated: Sep 1, 2026, 4:00 PM UTC
Warnings2 warnings
Acknowledged1
Needs review1
Findings
  • Two historical utility charges need analyst review.Needs review
  • One ancillary income line needs supporting documentation.Acknowledged
Rent roll
Warning
Outcome: Successful · Validated: Sep 1, 2026, 3:00 PM UTC
Warnings1 warning
Acknowledged0
Needs review1
Findings
  • Three lease-end dates are incomplete in the source file.Needs review

Normalized fields

Representative values after source-field standardization.

Property type

synthetic-rent-roll-2026.csv · row 14

Source: MF

Normalized: Multifamily

Unit count

synthetic-rent-roll-2026.csv · row 14

Source: 96

Normalized: 96 units

Annual scheduled rent

synthetic-t12-2026.xlsx · row 22

Source: $1,152,000

Normalized: $1,152,000

Reconciliation findings

Source-to-normalized amount checks with review state.

Annual scheduled rent

Reconciled

synthetic-rent-roll-2026.csv · row 14

Source $1,152,000 → normalized $1,152,000 · delta $0

Rent roll total agrees with the normalized T12 income line.

Operating expenses

Needs review

synthetic-t12-2026.xlsx · row 31

Source $384,000 → normalized $386,400 · delta +$2,400

A small variance remains for analyst review against the source detail.

Evidence references

Traceable source citations for the example findings.

Rent roll · row 14 · unit mix and annual rent

synthetic-rent-roll-2026.csv · row 14

Supports: Property type, unit count, and scheduled-rent normalization

T12 workbook · row 22 · scheduled rental income

synthetic-t12-2026.xlsx · row 22

Supports: Annual scheduled rent reconciliation

T12 workbook · row 31 · operating expenses

synthetic-t12-2026.xlsx · row 31

Supports: Operating-expense variance flagged for review

Audit trail

Chronological sample events, shown in UTC.

  1. Source files imported

    Sep 1, 2026, 2:00 PM UTC · Synthetic ingestion

    Two fictional source files were accepted for validation.

  2. Fields normalized

    Sep 1, 2026, 2:03 PM UTC · Synthetic validator

    Property type, unit count, and scheduled rent were standardized.

  3. Amounts reconciled

    Sep 1, 2026, 2:07 PM UTC · Synthetic validator

    One amount matched and one variance was retained for review.

  4. Review state recorded

    Sep 1, 2026, 2:09 PM UTC · Sample reviewer

    The operating-expense variance was marked needs review.

For acquisition + credit teams

Run the next rent roll through the audit
Upload your own rent roll to see a free high-level preview of the validation workflow before you commit to a full review.
Upload a rent roll for a free preview

For acquisition + credit teams

Keep the validation evidence pack with the diligence record.

Bring source-document checks, validation outcomes, warnings, review status, and the review record together so qualified acquisition and credit teams can move from a flagged file to a defensible lender or investment-committee conversation.

Request evidence-pack access

Audit capacity context

Size the review workload behind this audit.

Use representative CRE operating inputs to estimate the manual review capacity your team could reclaim. This local planning model is independent of the audit results above.

01 / Review workflow

Set the baseline
Move a slider or enter a value. The estimate updates instantly.

Your planning estimate for hands-on underwriting time reclaimed on each reviewed opportunity.

hrs

The approximate acquisition or credit pipeline your team screens each month.

deals

The fully loaded analyst cost you want to use for this planning estimate.

$/hr

02 / Review capacity

Estimated savings

Estimated monthly savings
$12,000
Analyst hours reclaimed multiplied by your planning cost.
Estimated annual savings
$144,000
The monthly estimate annualized across 12 months.
Starter Trial
Move the next review forward.
Start a self-serve workspace and apply the same traceable workflow to your next deal package.

No sign-in is required to use this estimate.

Start Starter Trial

Illustrative planning model only, not a performance guarantee. Actual results vary by document mix, review standards, exception volume, and team workflow.

Operator workflow

Every review decision stays connected to the source.

ClearStrata turns a document package into a reviewable sequence: what came in, what needs attention, what the analyst resolved, and when the decision was made.

01

Source documents

Start with the rent rolls, T12s, lease abstracts, and supporting files already in your deal package.

02

Validation warnings

Surface red flags, missing evidence, and mismatches before they disappear into a model or email thread.

03

Acknowledgments

An analyst records what was reviewed, resolved, or accepted with a note that keeps the judgment visible.

04

Timestamped trail

An immutable review history gives the team a defensible answer when lenders or LPs ask how a figure changed.

Source-to-evidence chain

From normalized value back to source evidence

The review stays legible from the source material through the analyst's decision, using the location and evidence details the audit output actually exposes.
01

Locate the source

The audit output identifies the source document and, when available, its page, row, or other source-location context.

Source file: synthetic-rent-roll-2026.csv · row: Sheet1!row_042

02

Compare the values

The public report places the source value beside the normalized field/value so the transformation can be reviewed in context.

Source value → normalized value

03

Connect the finding

A warning or reconciliation finding can point to its source reference or supporting evidence entry. Unresolved examples remain marked Needs review.

Finding: RISK-UTIL-004 · evidence reference

04

Keep the review record

The workflow records acknowledgment/review state and timestamped audit events so the review record shows when the state changed.

Review state: Acknowledged / Needs review · timestamp: UTC

Page-level detail is shown only when available from the source output. A row or other source-location reference may be the available citation; not every source is represented by a PDF page number.

Sized Right

Not Argus. Not RedIQ. Built for the teams they ignore.

Enterprise platforms require dedicated ops staff, long onboarding cycles, and pricing built for institutional portfolio managers. ClearStrata is engineered for the acquisition director running 8 deals simultaneously, and the credit analyst who needs answers before Monday morning.

  • No dedicated ops team required
  • Onboard in one session, not one quarter
  • Works with documents you already have — no system migration
  • Priced for mid-market volume, not institutional AUM
CapabilityEnterprise ToolsClearStrata
CRE-native OCR—
Mid-market pricing—
No ops team needed—
Red-flag heuristics—
Lender audit trail
Excel sync (formulas intact)—

For acquisition + credit teams

Request a ClearStrata underwriting audit review.

Bring the workflow you use today. We'll review where document risk, manual re-keying, and lender questions are slowing the next deal down.

Request an audit review

Start a conversation

Bring your next deal package.

Tell us where your underwriting workflow slows down. ClearStrata helps visiting syndicators, family offices, and private debt funds turn messy source documents into a defensible first pass.

  • Share the firm and team behind the next deal.
  • Tell us what documents or review steps take the most time.
Request ClearStrata access
We'll follow up with a focused walkthrough for your team and pipeline.