Relational analytics for the CRE broker or CMBS buyer
APIP — Autonomous Property Intelligence
For CMBS / Distress Buyers

You and every competitor buy from the same list.

APIP changes what you are buying from.

HI → AI = PI · Human Intelligence into AI equals Property Intelligence

Over $100B in CMBS loans mature in 2026, and more than half will not refinance. The whole market already knows that part. So every desk pulls the same Trepp or CRED iQ distress export and goes hunting. The edge is no longer the list. The edge is knowing which owner on it will actually transact, and why.

Distress tells you a loan is in troubleAPIP tells you the owner is ready, and why
Today · distress export1,000+ loans
  • LOAN 00-4471$••.• MDELINQUENTOWNER ?WILL SELL ?
  • LOAN 00-2298$••.• MDELINQUENTOWNER ?WILL SELL ?
  • LOAN 00-8810$••.• MDELINQUENTOWNER ?WILL SELL ?
  • LOAN 00-3357$••.• MDELINQUENTOWNER ?WILL SELL ?
  • LOAN 00-6642$••.• MDELINQUENTOWNER ?WILL SELL ?
  • LOAN 00-1109$••.• MDELINQUENTOWNER ?WILL SELL ?
  • LOAN 00-9923$••.• MDELINQUENTOWNER ?WILL SELL ?
Flags the loan. Says nothing about who will actually sell.
With APIP · ranked sellers40 ready now
  • CRITICALSponsor piercedNo extension left · over-levered x3 assets
  • CRITICALSponsor piercedPartnership split · forced timeline
  • HIGHSponsor piercedDY 6.1% · refi gap at maturity
  • HIGHSponsor piercedPortfolio rebalance · exiting market
  • MODERATESponsor piercedWatching rates · soft intent
Scores the owner. Each one ranked by intent, with the reason and the contact.
Pipeline rows and counts shown are representative samples, not a live data pull
The maturity wall

$929B in CRE debt matures between 2024 and 2028.

APIP maps every loan in your target market to its maturity date, servicer status, and owner entity, so you reach the distressed owner before the asset surfaces in a broker package.

  • Maturity date from CMBS servicer data
  • IO period expiry tracking
  • Special servicer transfer alerts
  • Refi activity monitoring via deed filings
Debt maturity wall
CRE loan maturities by year, USD billions
$74.3B
2024
$216.7B
2025
$238.9B
2026
$180.6B
2027
$219B
2028
As of Q1 2026 · USD billions · Industry data
What the old way costs you on every deal

Three losses, every cycle.

Weeks

Analyst time burned

To pierce LLCs, skip-trace principals, and cold-call your way to a handful of maybes.

Zero edge

The same distress export

Every competitor pulled the same Trepp or CRED iQ flag set. There is no proprietary signal in the list itself.

Too late

The motivated sellers are gone

By the time you finish triage, the genuinely ready owners are already in conversation with whoever reached them first.

Same distress signal. Two completely different days of work.

Days, not weeks. Warm, not cold. First, not last.

How a CMBS buyer works it today≈ 2-3 weeks
  1. Day 1

    Pull the distress export from Trepp / CRED iQ. So does every other buyer. Same ~1,000 flagged loans.

  2. Days 1-3

    Triage by type, geo, debt yield, maturity by hand. Hundreds still standing.

  3. 1-3 hrs ea.

    Pierce the LLC. Chase the principal through state filings and broker contacts.

  4. 1-2 hrs ea.

    Skip-trace for a phone or email that actually connects.

  5. Weeks

    Cold-call blind. You know the loan is distressed, not whether the owner will sell.

  6. Low yield

    Most go nowhere. Distress ≠ intent. The real sellers already went to whoever got there first.

≈ 2-3 weeks to a handful of maybes.
How a CMBS + APIP buyer works itSame day
  1. Live

    Same distress signals flow in. APIP scores the owner's motivation, not just the loan's risk.

  2. Minutes

    The Motivation Index ranks 1,000 assets into ~40 owners ready now, banded CRITICAL → NOT READY, each with the reason, the pierced owner, and a verified contact.

  3. Same day

    Go straight to the 40 conversations that matter, reason in hand. CrAIg re-scores daily as the wall moves.

Days, not weeks. Warm, not cold. First, not last.
1,00040
Flagged loans → ranked, ready sellers
≈ 3 wkssame day
Triage + skip-trace → straight to outreach
Coldreason
Blind calls → the reason they'll sell, in hand
Side-by-side

Eight dimensions. One read on what is changing.

Dimension
CMBS buyer today
CMBS + APIP
  • What gets scored
    The loan's default risk
    The owner's intent to sell
  • What you receive
    A list of distressed loans
    A ranked pipeline of motivated sellers
  • Who else has it
    Every competitor, commoditized
    Only you. Proprietary and reason-coded
  • The owner
    Hunt manually, often dead-ends
    Pierced + verified contact, delivered
  • Why they'll sell
    You guess
    Documented, per seller
  • The outreach
    Cold, blind, low hit-rate
    Warm, reason in hand, pre-qualified
  • Time to first call
    ≈ 2 to 3 weeks
    Same day
  • Timing edge
    Arrive after the list is picked over
    Arrive first

Distress tells you a loan is in trouble. APIP tells you the owner is ready, and why. That is the difference between working a list and closing a deal.

The Motivation Index for CMBS

Every flagged asset ranked, with the reason.

Five bands. Every band ships with the pierced sponsor, the documented reason, and a verified contact. Re-scored daily as the maturity wall moves.

  • CRITICAL
    Sponsor pierced. No extension left · over-levered ×3 assets
  • CRITICAL
    Sponsor pierced. Partnership split · forced timeline
  • HIGH
    Sponsor pierced. Debt yield 6.1% · refi gap at maturity
  • HIGH
    Sponsor pierced. Portfolio rebalance · exiting market
  • MODERATE
    Sponsor pierced. Watching rates · soft intent
  • NOT READY
    Sponsor pierced. Brand presence only · no direct outreach

Pipeline rows and counts shown are representative samples, not a live data pull

Debt stack · CARS-DB4 LP · Cypress Lake Center
Real · Lee County
Loan amount
PUBLIC
$120,507,925
Lender
PUBLIC
Citibank NA, Trustee
Borrower
PUBLIC
CARS-DB4 LP
Property
PUBLIC
Cypress Lake Center · PH II
Recorded
PUBLIC
04/24/2017
Maturity (10y std.)
INFERRED
~04/2027
Securitization
SERVICER
On file via servicer feed
Interest rate
SERVICER
On file via servicer feed
IO period
SERVICER
On file via servicer feed
Current LTV
SERVICER
On file via servicer feed
DSCR (current)
SERVICER
On file via servicer feed
Special servicer
SERVICER
On file via servicer feed
Maturity proximity · ~11 months on 10-year structure

PUBLIC fields are from the Lee Clerk recorded mortgage. INFERRED fields apply standard CMBS conventions to public data, pending servicer confirmation. SERVICER fields are available to customers under DPA. No lis pendens or refi activity detected as of last deed-registry pull.

Debt stack intelligence

Every field sourced. Every signal ranked.

The example to the right is a real $120.5M CMBS-structured loan recorded at the Lee Clerk in April 2017, sitting on a 10-year maturity window into 2027. PUBLIC fields are from the recorded instrument. INFERRED fields apply CMBS conventions to public data. SERVICER fields populate from the CMBS servicer feed under customer DPA.

  • Lee Clerk deed registry · refreshed 24-72h
  • FL SunBiz · borrower entity monitoring
  • CMBS servicer feed · < 24h refresh, customer-tier access
  • Lis pendens watch · foreclosure detection at recording
  • Maturity proximity scoring · 6-month advance window
Signal taxonomy

Five tiers of distress signal, ranked by confidence.

The Motivation Index is built on top of this taxonomy. T1 signals are the highest-confidence, most time-sensitive opportunities. T5 signals are early indicators that require additional validation before outreach.

  1. T1

    Maturity proximity

    Loan matures within 12 months. No refi activity detected in deed or entity filings.

    e.g. Bell Tower Shops, matures 03/2026
    HIGH
  2. T2

    Ownership velocity

    Entity change, registered-agent replacement, or new deed filing within 90 days.

    e.g. 3 entity changes in 18 months
    HIGH
  3. T3

    Debt-stack anomaly

    LTV > 70%, DSCR < 1.20x, or interest-only period expiring within 6 months.

    e.g. LTV 78.4%, IO expires Q3 2025
    MED
  4. T4

    Servicer watch-list

    Asset appears on CMBS servicer watch list or special servicer transfer detected.

    e.g. Transferred to special servicer 11/2024
    MED
  5. T5

    Market comp divergence

    NOI or occupancy materially below market comp set for asset class and submarket.

    e.g. Occupancy 61% vs. 84% submarket avg.
    LOW
Next step

Stop working the same list.

Data platforms give you records. CRMs give you contacts. Nurture tools keep you busy. APIP gives you sellers, with the reason they will sell.

HI → AI = PI · Human Intelligence into Artificial Intelligence equals Property Intelligence