SystemCommercial Real Estate & Construction

Construction Loan Monitoring

Construction loan monitoring that projects every loan's interest reserve and contingency to the finish

A reserve shortfall seen ten months before the money runs out.

See one case, screen by screen ↓
demo10monthswarning before the interest reserve runs dry, on the Harrow Yard loan
demo24daysbefore the next draw, the actions approved and the notice signed
demo72sfor six agents to re-forecast the loan from five new documents
target100%of construction loans re-forecast within an hour of a new signal
In short

What is Construction Loan Monitoring?

Software that tracks each construction loan between draws: progress against plan, the budget and cost to complete, whether the loan stays in balance, the interest reserve and the lease-up. Construction Loan Monitoring adds six agents that read every site report, schedule update, change-order log and leasing report as it lands and re-forecast the loan to its finish.

How to choose AI solutions for lending →

Updated

The problem

Why a construction loan goes out of balance before anyone sees it

A construction loan is safe while the money left in it can finish the building and the interest reserve can carry the debt until the property pays its own way. Both move between draws. The consultant's site report shows the job falling behind, the contractor's schedule update moves completion, pending change orders pile up against the contingency, pre-leasing lags the plan and the rate curve moves.

Those signals land in emails and PDFs, and the draw-time balancing test sees none of them, because a pending change order or a slipping schedule is not yet in the approved budget. Administrators track dozens of projects in spreadsheets and inspector emails, the credit team hears last, and by the time the next draw shows the overrun the contingency is spent and the options have narrowed.

typical76%of construction schedules finish later than their baseline
demo$1.15Mof pending change orders against $1.03M of contingency — not in today's draw test
demo4monthsof interest the reserve cannot carry before the building is 90% leased
Where a loan's monitoring hours go each monthestimated
By hand11.5 days
With the solution2.8 days
  • Re-keying site reports and schedule updates3 → 0.3 d
  • Pricing pending change orders and claims2 → 0.5 d
  • Projecting the interest reserve and lease-up2 → 0.3 d
  • Running the balance and covenant tests1.5 → 0.3 d
  • Writing the loan's part of the committee report2 → 0.5 d
  • Deciding and signing the actions1 → 1 d

Estimated split for one construction loan in a month, by hand and with the solution.

How it works

How a signal moves

Six specialist agents re-forecast every loan when a signal lands; the portfolio manager decides and signs.

What comes in
Signals in37 this week · site reports, schedules, change orders, leasing
Agents at work
Site and schedule readerpercent complete, dates
Then
Change order and cost watcher
Lease-up and sales tracker
Interest reserve forecaster
Then
Balance and covenant tester
Then
Risk and action drafterscore + actions
A person decides
Portfolio managerdecides and signs
What comes out
S-curve to the finish
Balancing notice
Portfolio report
One case, step by step

One loan, from a new site report to a signed balancing notice

Harrow Yard Apartments, 248 units in Charlotte, passed its Draw 16 balancing test on 18 September. Five documents later, here is what happens on Monday 12 October, screen by screen, in the working solution.

  1. 01Monday morning

    Thirty-one loans, ranked by how far the reserve falls short

    Owen Pryce · CRE construction portfolio manager

    Owen opens the S-curves. The rail ranks his 31 construction loans by how far the interest reserve falls short of each project's finish, and Harrow Yard is first. Its curve has bent below plan: 61.4% built against a plan of 68.0%, 6.6 points and $3.34M of work not in place. The gap by trade puts drywall on Levels 3–5 ($1.50M) and the main switchgear ($0.74M) furthest behind.

    The agents' forecast: “Interest reserve hits $0 in Aug 2027 · 4 months before the finish · 90% leased Dec 2027.”

  2. 021 min 12 s

    Re-forecast from the five new documents

    The six agents

    Since Draw 16, site report 17, schedule update rev 9, pending change orders 11–13, Ashgrove's letter and Fernhill's leasing report have landed. The agents read each one, re-price the budget, project interest to 90% occupancy, run eight tests and re-score the loan from 55 to 84 — each step shown with what it found and how long it took.

    “Balance and covenant tester ran 8 tests · In balance today · forecast out of balance $613,000 at completion.”

  3. 03To the finish

    The money, burning down on the same time axis

    Interest reserve forecaster

    Under the S-curve, the interest reserve ($1,835,000 left) and the contingency ($1,026,000 left) run solid to today and dotted to the finish. The reserve hits $0 in August 2027; the finish — 90% leased — is December 2027. The four months between are hatched: $210,000 of interest with nothing to pay it. The contingency runs out in March 2027, $403,000 over with the delay claim.

    “short $613,000 at the finish” — while today's test still passes.

  4. 04Try it

    What moves the zero

    Owen Pryce · CRE construction portfolio manager

    Owen sets leasing to 18 a month. The dotted line redraws: the reserve now hits $0 in July 2027, seven months before 90% leased, and the loan is short $793,000. Completion (rev 9, +30 or +60 days) and Term SOFR (3.60% forward or +50 bp) move it the same way. He sets it back to the forecast — the published numbers stay the agents'.

  5. 05Line by line

    Cost to complete, and why the draw test cannot see it

    Change order and cost watcher

    Left in the loan: $25,713,000, equal to the budget remaining — so the loan is in balance today. The forecast cost to complete is $26,326,000. The bridge shows why: pending change orders +$1,148K, the contingency that absorbs them −$1,026K, the delay claim +$281K and interest to 90% occupied +$210K. PCO 11, the switchgear and copper feeders at $612,000, follows a supplier letter citing metals tariffs.

    “Today’s draw test compares the left-in-loan bar with the approved budget only — the four steps in between are not in it yet.”

  6. 06The critical path

    Baseline against rev 9, milestone by milestone

    Site and schedule reader

    Substantial completion moves from 15 January to 26 March 2027, 70 days late, with 96 days of margin to the 30 June outside date in §5.2. The critical path runs through the switchgear, due 9 February, then permanent power, the elevators and the TCO. The consultant's percentages stay the consultant's; every date cites its page.

    Ben Arkwright, site report 17: “Rev 9’s 26 March completion is achievable only if the switchgear date holds; it shows no float on that path.”

  7. 07Every assumption shown

    The reserve, month by month to 90% occupied

    Interest reserve forecaster

    The calculator shows the assumptions: completion 26 March 2027, 46 units leased at completion against a plan of 72, 22 leases a month against a plan of 26, Term SOFR 3.60% plus 2.85% = 6.45%. Net operating income starts in April; the reserve runs dry in August; the building reaches 90% occupied — 223 of 248 units — in December.

    “The forecaster uses 22 a month — the three comparable buildings average 22.0; the closing plan assumed 26.”

  8. 08Drafted

    Four actions and a balancing notice, every figure sourced

    Risk and action drafter

    The drafter recommends a balancing notice to Pell Street Partners for $613,000 under §7.3, a recovery schedule from Ashgrove by 23 October with the $281,000 claim held, the watch list at risk rating 4 → 5 (Special Mention), and an extension test set for 14 January 2028. The notice sets out the shortfall in three parts and says Draw 17 will be funded as usual while they talk.

    “drafted by the assistant · sent only when you sign”

  9. 09Signed

    The portfolio manager approves, with the meaning recorded

    Owen Pryce · CRE construction portfolio manager

    Owen reviews the four actions and signs. The signature carries its meaning — “I have reviewed the forecast and its sources and approve these actions”. The rating change goes to the Chief Credit Officer, and nothing reaches the borrower until Marcus Delaney sends it.

  10. 1024 days before Draw 17

    The CCO approves the rating, ten months early

    Lydia Fernsby · Chief Credit Officer

    Lydia approves risk rating 5 (Special Mention), and Harrow Yard goes on the watch list. The decision panel records it: $613,000 forecast out of balance, 24 days before Draw 17 on 5 November, 10 months before the reserve runs dry. The monthly portfolio report for Thursday's credit committee picks up the new rating and the signed notice.

Who it’s for

Built for everyone who carries a construction loan.

The same loan, seen by the four people at the bank who own it — what their month looked like, and what it looks like now.

OP
Owen PryceCRE construction portfolio manager
Portfolio manager
Before
“By the time a draw shows me the overrun, the contingency is already gone.” Re-keys site reports, schedules and change-order logs into a spreadsheet per loan.
Now
Starts the week on his 31 loans ranked by how far each interest reserve falls short of its finish, each with its S-curve, its forecast, its sources and the recommended actions waiting for his decision.
LF
Lydia FernsbyChief Credit Officer
Approver
Before
“I want the bad news in October, not at the February draw.” Owns risk ratings, the watch list and the credit committee, and hears about a troubled loan when it no longer balances at a draw.
Now
Sees every loan re-scored after each signal on the risk board, and approves rating changes with the forecast and its sources in front of her.
MD
Marcus DelaneySVP, construction lending
Lending officer
Before
“Give me the number before I call the sponsor.” Owns the sponsor relationships, and needs the shortfall broken down before he picks up the phone.
Now
Calls Nina Castellanos with a signed notice that breaks the $613,000 into change orders, the delay claim and interest — each figure cited.
TG
Tasha GreerConstruction loan administrator
Administrator
Before
“The budget only knows what's been approved.” Runs monthly draws against a budget that cannot see pending change orders.
Now
Sees each budget line's remaining, pending and forecast amounts, and tracks Ashgrove's recovery schedule on the draw calendar.
Built on the engine

6 agents. Each with one job, and hard limits.

Six specialist agents re-forecast every loan when a signal lands; the portfolio manager decides and signs.

Site and schedule reader

Reads the consultant's site reports and the contractor's schedule updates: the certified percent complete against plan, every milestone's baseline and current date, the critical path and the consultant's opinion.

  • Never alters a percentage the consultant certified
  • Cites the page for every date
Change order and cost watcher

Reads pending change orders, contractor letters and construction cost indices, adds every pending change order and delay claim at the claimed amount, and forecasts each budget line to completion.

  • Never approves or rejects a change order
  • Applies cost indices only to scopes not yet bought
Interest reserve forecaster

Projects draws, interest on the Term SOFR forward curve plus the spread, net operating income in lease-up, the month the reserve runs dry and the interest still needed to stabilisation.

  • Never changes the loan terms or the rate
  • Shows every assumption
Lease-up and sales tracker

Reads leasing and sales reports against the business plan and pre-leasing covenants: absorption, concessions and comparable lease-ups nearby.

  • Never contacts tenants, buyers or prospects
Balance and covenant tester

Runs the in-balance forecast, the contingency minimum and the completion, leasing, maturity and extension tests, and reports pass, close or fail with the figure.

  • Never declares a default
  • Thresholds come from Settings
Risk and action drafter

Scores each loan from schedule, budget, reserve, leasing and maturity, raises the alert, drafts the recommended actions and the borrower notice, and writes the monthly portfolio report.

  • Never sends anything
  • Never changes a risk rating — it recommends; a person approves and sends
Portfolio manager

Approves actions; the CCO approves ratings. The agents propose; a named person decides.

Ask in plain words

Ask about any loan, in plain words

Ask about any loan, forecast or reserve — or tell it what to draft. Answers cite the site report, schedule, letter or leasing report behind the figures.

Why is Harrow Yard forecast out of balance?

Today the $25,713,000 left in the loan equals the budget remaining, so it is in balance. Four things since Draw 16 are not in the budget yet: pending change orders 11–13 (+$1,148,000), the contingency that absorbs them (−$1,026,000), Ashgrove's 70-day delay claim (+$281,000) and interest the reserve cannot carry to 90% occupancy (+$210,000). Cost to complete is $26,326,000, so the loan is forecast $613,000 short at completion.

What if leasing gets back to the plan, 26 a month?

With 46 leased at completion, the reserve still hits zero in Aug 2027, but 90% occupancy comes in Nov 2027 instead of Dec 2027. The interest it cannot carry falls from $210,000 to $83,000, and the forecast gap from $613,000 to $486,000. The three nearby lease-ups average 22.0 a month, so I would not plan on 26. The scenario is not saved.

Which loans need a decision this week?

Three are high and one is close: Harrow Yard (forecast short $613,000, reserve dry Aug 2027), Saluda Point (reserve short $412,000 before 90% occupancy, Draw 20 on 20 Oct), Kiln Street Lofts (contingency 2.1%, forecast short $710,000) and Wrenfield (58% leased, covenant 70% by 31 Dec).

Draft the balancing notice to Pell Street Partners

Drafted. It cites section 7.3 of the loan agreement — a deposit within 10 business days of the bank's written notice — and sets out the $613,000 in three parts: change orders over the contingency $122,000, the delay claim $281,000 and interest to 90% occupancy $210,000. It asks for a meeting before 23 October and for Ashgrove's recovery schedule. Nothing is sent until you sign and Marcus sends it.

Every screen

The working solution, as it ships.

13 screens from the working solution, on its sample data. Pick one to see it large.

S-curvesEvery loan ranked by how far the reserve falls short of its finish; the selected loan's S-curve, the agents' forecast and the gap by trade.
The reserve to the finishInterest reserve and contingency burning down on the same time axis, dotted to the finish, with the uncovered months and the shortfall marked.
What moves the zeroLeasing pace, completion and Term SOFR as buttons: the dotted line, the zero date and the shortfall move as you try each one.
Risk boardEvery loan re-forecast when a signal lands and ranked by forecast risk, with what changed since Friday.
The loan monitorIn balance today, the forecast at completion, the reserve run-out and complete vs plan — with the agents' re-forecast step by step and the signals since the last draw.
Cost to completeEvery budget line with disbursed, remaining, pending and forecast; the in-balance bridge; the change orders against the contingency.
ScheduleBaseline against the latest update, milestone by milestone, with the critical path and the outside completion date.
Interest reserve and lease-upThe reserve month by month to 90% occupied, with every assumption shown and adjustable.
Actions and the noticeRecommended actions with their figures and sources, and the balancing notice drafted under the loan agreement.
Approve and signThe portfolio manager approves the actions; the meaning of the signature is recorded with it.
ApprovedBoth approvals on the decision panel and the activity trail, with the days before the next draw and the months before the reserve runs dry.
Monthly portfolio reportThe construction portfolio report for the credit committee, written from the forecasts, every figure linked to its loan.
SettingsThe forecast date, rate basis, contingency minimum, alert thresholds, risk bands, signals read and approvers.
Governance

Built for credit: sourced, signed, on the record.

Every figure names its sourceEach forecast figure links to the site report, schedule update, change-order log, letter or leasing report it came from, at the page or passage.
The consultant's numbers stay the consultant'sPercent complete is the figure the consultant certified. The agents compare it with plan; they never change it.
A named person signsThe portfolio manager approves the actions and signs the notice, with the meaning of the signature recorded. A risk rating change needs the Chief Credit Officer's approval.
Only a person contacts the borrowerSponsor contact is made by the relationship officer, never by the agents. A signed notice waits for the lending officer to send it.
Forecasts, not determinationsThe agents never change loan terms, the rate or a risk rating, never approve a change order and never declare a default. They recommend; a person decides every action.
Every step on the recordEach agent step, each upload and each approval is on the loan's activity trail with who, what and when. Changes to the thresholds are versioned and on the audit trail.
Configuration

Your credit policy, not ours

The thresholds every loan is forecast and tested against are settings, versioned and on the audit trail.

SettingDefaultChoose from
Forecast to — the date the interest reserve must reach90% occupancy (stabilisation)90% occupancy (stabilisation) · Substantial completion + 6 months · Loan maturity
Rate basis for interest after todayTerm SOFR forward curveTerm SOFR forward curve · Today's rate held flat · Forward curve + 100 bp stress
Pending change orders · contractor delay claimsCounted in the cost to complete · at the claimed amount until settledOn · Off, each
Contingency minimum, of hard cost still to be built5%2% to 10%, in one-point steps
Alert when substantial completion moves by more than30 days14 · 30 · 45 · 60 days
Alert when the reserve will not reach the forecast date plus60 days30 · 60 · 90 days
Alert when leases or sales trail the plan by15%10 · 15 · 25%
Who approves actions and notices · rating changesPortfolio manager · Chief Credit OfficerPortfolio manager · Portfolio manager + lending officer — ratings: Lydia Fernsby, Chief Credit Officer · Credit committee
Connections

Works with the documents your loans already produce

Loan agreement and approved budgetbudget revision, schedule at closing, loan terms
Consultant site reportscertified percent complete and notes, monthly
Schedule updates and change-order logsfrom the borrower portal, as uploaded
Leasing and sales reportsweekly from the leasing agent or builder
Construction cost indicesproducer price index for construction inputs
Rate curve and draw historyTerm SOFR forward curve, the interest reserve balance
What it changes

The difference, in numbers.

Every figure is labelled: a target the solution is built to, an estimate, a typical published result, or a proven one.

estimated
10months
warning before the interest reserve hits zero, in the hero case
Reserve hits $0Aug 2027
SeenOct 2026
target
100%
of construction loans re-forecast within an hour of a new signal
31 of 31 loans
on every signal
typical
76%
of construction schedules finish later than their baseline
76 of 100 schedules
70,000+ schedules studied

“demo” = seen in the working solution, on its sample portfolio · “target” = the design goal, measured in the live solution · “estimated” = our estimate · “typical” = published figures (State of Construction Scheduling 2025 — 76% of 70,000+ schedules finished later than baseline). People, companies, banks and projects named on this page are fictional — characters and sample data in the working solution.

Questions

What construction lenders ask us.

What is construction loan monitoring software?

Software that tracks each construction loan between draws: progress against plan, the budget and cost to complete, whether the loan stays in balance, the interest reserve and the lease-up. Construction Loan Monitoring adds six agents that read every site report, schedule update, change-order log and leasing report as it lands and re-forecast the loan to its finish.

How does it forecast the interest reserve?

The interest reserve forecaster projects draws, interest on the Term SOFR forward curve plus the loan's spread, and net operating income as units lease, month by month to the date the reserve must reach — 90% occupancy by default. It reports the month the reserve runs dry and the interest it cannot carry, and shows every assumption.

How does it know a loan will go out of balance before the next draw?

It counts what the draw-time test cannot see yet: pending change orders and contractor delay claims at the claimed amount, and the interest the reserve cannot carry to stabilisation. In the working solution, Harrow Yard is in balance today and forecast $613,000 short at completion.

Does it change our loan terms, ratings or the consultant's numbers?

No. The agents never change loan terms, the rate, a risk rating or a percentage the consultant certified, never approve a change order and never declare a default. They forecast and recommend.

Do people stay in control?

Yes. The portfolio manager approves the actions and signs any borrower notice, a risk rating change needs the Chief Credit Officer's approval, and only the relationship officer contacts the sponsor. Every agent step and every approval is on the activity trail.

Which documents does it read?

The loan agreement and approved budget, the consultant's site reports, the contractor's schedule updates and change-order logs, leasing and sales reports, construction cost indices and the rate curve. The signals read are switched on or off in Settings.

Can we set our own thresholds and approvers?

Yes. The forecast date, rate basis, contingency minimum, schedule-slip, reserve-runway and leasing alerts, risk bands and approvers are all settings, and every change is versioned and on the audit trail.

How long does it take to go live?

The Agentic Solution Engine builds and deploys it from your requirements — your credit policy, loan agreements, budgets and a sample of site reports and draws — and it goes live once every quality gate has passed. We will walk you through it on your own loans first.

See it on
your construction loans.

We'll run Construction Loan Monitoring on a sample of your own loans, site reports and draws.