SystemCredit Risk & Portfolio Management

Credit Concentration Risk Monitoring

Credit concentration risk monitoring that tests every board limit the moment a loan funds

Limits checked daily, not weeks after the quarter closes.

See one case, screen by screen ↓
demo23sfor the agents to post a funding, re-test all 31 limits, model three ways back and draft the notices
demo42sto read three facility documents and put a non-bank lender in its Call Report category, with the page
target3sfrom a loan funding to every limit it touches re-tested
target31board limits on one map, re-tested on every funding
In short

What is Credit Concentration Risk Monitoring?

Tracking how much a bank has lent to one kind of borrower — an industry, a region, a type of collateral, a category of non-bank lender — against the limits its board has set. The OCC treats obligations above 25% of tier 1 capital plus the allowance as a concentration. Credit Concentration Risk Monitoring keeps all 31 limits on one live map and re-tests them as each loan funds, not once a quarter.

How to choose AI solutions for lending →

Updated

The problem

Why a limit crossed in October shows up in the board pack after the quarter

Concentration reports are rebuilt by hand each quarter. An analyst pulls core extracts into spreadsheets, maps every borrower to a NAICS code and a region, works out which non-bank lender belongs in which Call Report category from its name, and builds the board pack weeks after the quarter closes. A limit crossed early in a quarter is seen only when the next report is built.

Meanwhile each loan is checked against the limit once, at credit committee, weeks before it funds. Between approval and funding other loans in the same industry fund too, and nobody adds them up. That is how trucking goes from 95.9% of its limit to 102.2% with every deal “approved within limits”. Non-bank lenders are harder still: since the December 2024 Call Report, banks with $10 billion or more in assets report them in five categories decided by what the borrower lends against — and a name like “Bluewater Funding II LLC” says none of that.

target4monthsa crossing can wait for the next quarterly report
estimated≈15daysof analyst time to rebuild the report each quarter
typical25%of tier 1 capital plus allowance — where the OCC says a concentration begins
Where a quarter’s concentration report days goestimated
By hand15 days
With the solution2.5 days
  • Pulling core extracts into spreadsheets3 → 0 d
  • Mapping borrowers to NAICS codes and regions4 → 0.5 d
  • Sorting non-bank lenders into Call Report categories3 → 0.5 d
  • Testing every limit and chasing the exceptions2 → 0.5 d
  • Writing the board report and the schedule3 → 1 d

Estimated analyst-days per quarter at a bank this size, by hand and with the solution.

How it works

How a funding moves

Six specialist agents post every funding to its limits, re-test them and model the way back; the Chief Risk Officer approves.

What comes in
Loans fund41,382 loans · fundings, bookings, documents, limits
Agents at work
Exposure aggregatorposts every funding
Then
Industry and geography mapper
Non-bank lender classifier
Then
Limit monitor31 limits
Then
Remediation planner
Report writer
A person decides
Chief Risk Officerapproves the plan
What comes out
Live limit map
Breach case and notice
Board and Call Report
One case, step by step

One loan funds, and a limit is crossed

Monday 12 October at Ellsmere Bank & Trust, an $18.4B bank. Trucking sits at 95.9% of its board limit when a $12.0M equipment loan is released to fund. Here is what happens next, screen by screen, in the working solution.

  1. 01Morning

    The loan book against its board limits

    Rachel Lindqvist · Director, credit portfolio risk

    Every tile is a board limit, sized by the dollars it allows; the fill is what the bank has committed against it. After the 07:00 run: 31 limits, 0 over, 4 near. Trucking (NAICS 484) is amber at 95.9% — $184.6M of a $192.4M limit set at 10% of the $1,924M capital base. The morning’s fundings — Wexler Family Foods, Brookline Dental Partners, Teller Industrial Supply — have already posted to every tile they touch.

    “Each tile is a board limit, sized by the dollars it allows. The fill is what we have committed against it — it rises as each loan funds.”

  2. 0210:14

    Redfield Freight Lines funds, and trucking spills over its border

    Exposure aggregator

    Loan operations releases the wire on Redfield Freight Lines’ $12.0M five-year equipment term loan — 48 sleeper tractors and 60 dry vans, Joplin, Missouri. The trucking tile rises past its border and turns red: 102.2% of the limit, $4.2M over. The same wire takes the Plains region to 93.4% and transportation equipment to 89.1%. Breach case B-2026-017 opens on the spot.

    “Truck transportation over its limit · $196.6M against $192.4M · case B-2026-017 opened”

  3. 0323 seconds

    The run on this funding, step by step

    The agents

    The industry mapper confirms NAICS 484121, long-distance truckload, from the 2025 tax return, and places Joplin in the Plains, out of footprint. The aggregator finds that the owner, Dale Redfield, guarantees a $3.1M line to Redfield Logistics LLC, a freight broker — reported with the obligor group, outside the trucking limit. The limit monitor re-tests all 31 limits, the remediation planner models three ways back and the report writer drafts the notices.

    The whole run takes 23 seconds, and each step is shown with what it found.

  4. 04The case

    How 8.93% became 10.22%

    Rachel Lindqvist · Director, credit portfolio risk

    The waterfall starts at the Q3 board report: 8.93% of capital on 30 September. Duval Fleet Logistics’ line increase (+$6.0M), Halsey Tank Lines’ new loan (+$8.4M), scheduled paydowns (−$1.6M), then Redfield (+$12.0M) — 10.22% now, against a limit the board cut from 12% to 10% in April.

    “Each loan fit when credit committee approved it: Redfield, on 23 Sep, took trucking from 8.93% to 9.55%. The three loans funded since were never added up — until the map did it at 10:14.”

  5. 05Ways back

    Three ways back, each with its effect, cost and time

    Remediation planner

    A: sell a $15M participation in Ostrom Freightways’ term loan to Sorrel Creek Bank — 94.4% of the limit, about $0.4M a year of net interest income given up, three weeks. B: a CRO exception to 30 November, when Carrow Line Haul’s $9.6M term loan matures — 97.2%, but over by $4.2M for seven weeks. C: ask the board risk committee on 22 October to raise the limit to 11% — 92.9% of the new limit.

    Projected, not booked — the planner never commits the bank.

  6. 06Approved

    Rachel proposes, the CRO approves from his phone

    Martin Abernathy · Chief Risk Officer

    Rachel picks option A and submits it with a note: Sorrel Creek has the term sheet, and Duval Fleet Logistics’ $28M stays on hold until trucking is back under. Martin Abernathy approves from his phone. The notice to Helen Strand, chair of the board risk committee, goes out when he does — inside the escalation clock of credit policy §7.4: the CRO within 1 business day, the chair within 2, back under by 11 November.

  7. 07Before Wednesday

    Every proposal tested before anyone votes

    Ben Achterberg · Relationship manager, transportation

    Five proposals go to Wednesday’s credit committee, each tested against every limit it touches. With the Ostrom Freightways participation assumed closed, Duval Fleet Logistics’ $28M equipment line would still take truck transportation to 108.9% of its limit; up to $10.8M fits. Corrigan Axle Works’ $35M would breach auto parts. The limit check is written as a note and attached to the credit memo.

    “Breaches a board limit — needs a CRO exception or a smaller amount.”

  8. 08Same map

    Non-bank lenders, in the five Call Report categories

    Kofi Mensah · Credit risk analyst

    Loans to nondepository financial institutions, split into Memorandum items 10.a–10.e by what each borrower lends against — read from its own documents. All non-bank lenders stand at 147.7% of capital against a 150% limit. The register shows the booked code beside the category from the documents: Orchard Hill moved to mortgage credit, Fennwick to business credit, both confirmed by Kofi on 6 October. Bluewater Funding II is still to check.

  9. 0942 seconds

    Bluewater Funding II is a consumer lender

    Non-bank lender classifier

    On Friday the line went from $100M to $250M, still coded business credit. The classifier reads the 148-page credit agreement, Amendment No. 3 and the borrowing base certificate of 30 September: $222.4M of $312.4M eligible receivables — 71.2% — are retail auto installment contracts. That makes it a consumer credit intermediary, and consumer lenders would be 98.4% of their 30% sub-limit. A person confirms before it counts.

    The category is proposed with the passage and the page; it counts in the limits only after a person confirms it.

  10. 10Before the 30th

    The board report and a corrected Call Report schedule

    Report writer

    The October concentration report for the board risk committee on 22 October is drafted in five parts — position, breaches, near a limit, reporting, trend — with citations to the limits, the case and the schedule, and reviewed by Rachel. Beside it, the Q3 schedule of loans to non-bank lenders, as booked and corrected: Orchard Hill $74.5M from 10.e to 10.a, Fennwick $31.8M from 10.d to 10.b, the 9.a total unchanged at $1,626.9M. It goes to Janet Pruitt before the 30 October filing.

Who it’s for

Built for everyone who owns a limit.

The same breach, seen by the five people who carry it — what their quarter looked like, and what it looks like now.

RL
Rachel LindqvistDirector, credit portfolio risk
Proposes plans, confirms categories
Before
Finds out the bank crossed a limit when she builds the quarterly report, weeks later — after three weeks of rebuilding it.
Now
Sees the crossing the second the loan funds, with the cause, the run and three ways back already on the case.
MA
Martin AbernathyChief Risk Officer
Approves plans and exceptions
Before
Learns the bank crossed a line at the next quarterly report, with no way back worked out.
Now
Gets the breach on the day, with the recommended way back, its cost and its date — and approves from his phone.
KM
Kofi MensahCredit risk analyst
Confirms categories
Before
Spends half of quarter-end deciding what a borrower is from its name.
Now
Confirms a category the agents have already read from the borrowing base, with the passage and the page in front of him.
JP
Janet PruittRegulatory reporting
Call Report
Before
Learns a facility moved category after the Call Report is filed.
Now
Receives the corrected schedule of loans to non-bank lenders, with the documents behind each move, before the 30th.
BA
Ben AchterbergRelationship manager, transportation
Sees checks on his deals
Before
Each deal fit when committee approved it — and the limit was crossed anyway.
Now
Sees before committee how much of a deal fits today, and what it would do to every limit it touches.
Built on the engine

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

Six specialist agents post every funding to its limits, re-test them and model the way back; the Chief Risk Officer approves.

Exposure aggregator

Posts every funding, booking and paydown from the core as it happens, adds related and contingent exposure per obligor group, and ties to the general ledger nightly.

  • Never edits core data
  • Reports ledger differences above $1M
Industry and geography mapper

Assigns NAICS industries from the borrower’s tax return and financial statements, places each borrower in a region, and marks borrowers whose costs depend on imports.

  • Keeps the relationship manager’s code beside its own and flags differences
  • Never overrides a relationship manager’s code without review
Non-bank lender classifier

Reads a non-bank lender’s borrowing base, credit agreement or offering memo and puts it in one of the five Call Report categories, with the reason and the page.

  • Never finalises a category — a person confirms
  • Cites the page for every figure
  • Re-checks on every amendment or new borrowing base
Limit monitor

Re-tests every limit a funding touches within seconds, runs all 31 limits each morning at 07:00, opens breach cases and tests proposals before credit committee.

  • Never waives, raises or changes a limit
Remediation planner

Models the ways back under a breached limit — participations, paydowns, exceptions, limit changes — with the effect on every limit, the income given up and the time each takes, and recommends one.

  • Never commits the bank to a sale or a change
Report writer

Drafts breach notices, the board concentration report and the Call Report schedule of loans to non-bank lenders.

  • Never files or sends without a person
  • Only confirmed categories count
Chief Risk Officer

Approves every plan and exception. The agents propose; a named person decides.

Ask in plain words

Ask about any limit, loan or report

Rachel and her team can ask about a limit, a borrower or a report in plain words — or tell it what to change.

Why did trucking go over its limit?

Four loans, each fine on its own. Trucking was $171.8M — 8.93% of capital at the Q3 report. Duval Fleet Logistics drew a +$6.0M increase on 2 Oct, Halsey Tank Lines funded $8.4M on 7 Oct, and paydowns took off $1.6M — 95.9% of the 10% limit this morning. At 10:14 Redfield Freight Lines’ $12.0M equipment loan funded: $196.6M, 10.22%, over by $4.2M. Committee approved Redfield on 23 Sep, when it took trucking only to 9.55%.

Which limits are within 10% of breach?

Four limits are at 90% or more: all non-bank lenders at 98.5% of the limit, motor vehicle parts manufacturing at 96.0%, truck transportation at 95.9% and trade-exposed borrowers at 94.7%. Two of Wednesday’s proposals would breach one: Corrigan Axle Works (auto parts) and Duval Fleet Logistics (trucking).

What does selling $15M of Ostrom Freightways do?

It takes trucking from $196.6M to $181.6M — 9.44% of capital, 94.4% of the limit and $10.8M of room. It also takes transportation equipment from 89.1% to 85.2% of its limit. It gives up about $0.4M a year of net interest income and takes about 3 weeks. Waiting for Carrow Line Haul’s $9.6M to pay off on 30 Nov gets only to 97.2%, and leaves the bank over for 7 weeks.

Correct the Q3 Call Report for the three moved facilities

Done. Drawn at 30 Sep: 10.a mortgage credit $487.1M, 10.b business credit $484.5M, 10.d consumer credit $261.8M, 10.e other $91.8M. Bluewater Funding II $86.2M moves 10.b → 10.d, Orchard Hill $74.5M 10.e → 10.a and Fennwick $31.8M 10.d → 10.b. The total, $1,626.9M, does not change. I sent it to Janet Pruitt with the documents behind each move, 18 days before the 30 Oct filing.

Every screen

The working solution, as it ships.

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

The loan book against its limitsEvery board limit as a tile, filled by what is committed against it, with the morning’s fundings in the rail.
A limit crossed, liveRedfield Freight Lines funds at 10:14 and trucking spills over its border at 102.2% — the breach case opens in the rail.
The run on a fundingPosted, mapped, related exposure added, 31 limits re-tested, three ways back modelled and the notices drafted — 23 seconds.
The breach caseHow 8.93% became 10.22%, loan by loan, with the decision and the escalation clock.
Ways back, approvedThree options with their effect on the limit, cost and time; Rachel proposes, the CRO approves.
Notice and activityThe notice to the board risk committee chair and every step of the case, agents and people, on the record.
Every limit31 limits by industry, geography, collateral, non-bank lenders and portfolio — use of the limit, room and eight quarters of trend.
Industries and trade-exposed borrowersCommercial exposure by NAICS, the way examiners report it, and borrowers whose imports are 30% or more of cost of goods.
Non-bank lendersThe five Call Report categories against their sub-limits, and each facility’s booked code beside the category from its documents.
The facility checkThe borrowing base read, the more-than-50% test applied, the passages cited — waiting for a person to confirm.
Before credit committeeEach proposal tested against every limit it touches, with how much fits today and a note for the credit memo.
Board report and Call ReportThe October concentration report with citations, the corrected Q3 schedule and every concentration above 25% of capital.
Your limits and rulesCapital base, how exposure is measured, testing on every funding, the near-limit warning and the board limits.
Governance

Built for examiners: tied out, confirmed, approved, on the record.

Every number ties to the coreExposure is posted from the core as each loan is booked, funded or paid down, and tied to the general ledger every night; a difference above $1M is reported.
Every category cites its pageA non-bank lender’s category comes with the figures and the passage it rests on — the borrowing base, credit agreement or offering memo, with the page.
A person confirms before it countsA category counts in the limits and the Call Report only after a credit risk analyst or the director confirms it. To keep a booked code, the reviewer says why.
The CRO approves every planThe director of credit portfolio risk proposes a way back; the Chief Risk Officer approves every plan and exception, and limit changes go to the board risk committee.
Breaches escalate on the clockA breach reaches the CRO within 1 business day and the board risk committee chair within 2, and must be back under the limit — or covered by an approved exception — within 30 days.
Agents never decide for the bankThe agents never change a limit, commit the bank or file a report. Every funding, test, classification and approval is on the activity trail, and limit changes are versioned.
Configuration

Your risk appetite, your thresholds

The limits come from your board-approved risk appetite statement; everything else that differs between banks is a setting.

SettingDefaultChoose from
Capital base every limit is a share ofTier 1 capital plus allowance — $1,924MTaken from the Call Report draft · 30 Sep 2026
Measure exposure onCommitments (drawn + undrawn)Commitments · Drawn balances · Commitments, consumer pools on drawn
Test limits on every fundingOn — and all 31 again at 07:00On · Off
Near-limit warningFrom 90% of a limit75% to 95%, in steps of 5
Which documents decide a non-bank lender’s categoryBorrowing base, then credit agreement, then offering memoThat order · Credit agreement only · Offering memo only
Who confirms a categoryCredit risk analyst or directorCredit risk analyst or director · Director only
Trade-exposed borrowerImports ≥ 30% of cost of goods20% · 30% · 40% of cost of goods
Breach to the CRO · to the board chair · back under1 business day · 2 business days · 30 daysCRO: same day or within 1 business day · chair: within 1 or 2 business days, or at the next meeting · 30, 60 or 90 days
Connections

Works with the systems you already run

Your core loan systemfundings, bookings, amendments and paydowns as they happen
General ledgerthe nightly tie-out of every total
Borrower and fund documentscredit agreements, borrowing bases, offering memos, tax returns, financials
Risk appetite statementthe board-approved limits and credit policy
Call ReportSchedule RC-C item 9.a and Memoranda 10.a–10.e
Credit committeelimit checks attached to each credit memo
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.

target
3s
from a loan funding to every limit it touches re-tested
Quarterly reportup to 4 months
With agents≈ 3 seconds
target
31
board limits on one map, re-tested on every funding
31 of 31 limits
industry, region, collateral, non-bank
typical
25%
of tier 1 capital plus allowance — where the OCC says a concentration begins
25% of capital
OCC, Concentrations of Credit

“demo” = seen in the working solution, on its sample bank data · “target” = the design goal, measured in the live solution · “estimated” = our estimate · “typical” = the published rule (OCC, Comptroller’s Handbook, Concentrations of Credit — a concentration is above 25% of tier 1 capital plus the allowance). Call Report categories: FFIEC 031/041 instructions, Schedule RC-C item 9.a and Memoranda 10.a–10.e (12-24). People, the bank, borrowers and funds named on this page are fictional — characters and sample data in the working solution.

Questions

What risk teams ask us.

What is credit concentration risk monitoring?

Tracking how much a bank has lent to one kind of borrower — an industry, a region, a type of collateral, a category of non-bank lender — against the limits its board has set. The OCC treats obligations above 25% of tier 1 capital plus the allowance as a concentration. Credit Concentration Risk Monitoring keeps all 31 limits on one live map and re-tests them as each loan funds, not once a quarter.

How does it catch a breach the day it happens?

Every funding, booking and paydown from the core is posted to each limit it touches, and the limit monitor re-tests those limits within seconds; all limits are tested again at 07:00. A crossing opens a breach case with its cause, the run log and modelled ways back, and starts the escalation clock.

How does it classify loans to nondepository financial institutions for the Call Report?

The non-bank lender classifier reads the borrower’s borrowing base, credit agreement and offering memo and applies the Call Report test: the category of the assets that are more than 50% of the borrower’s assets or lending. It gives the category, its confidence and the passage with its page. A credit risk analyst or the director confirms before it counts.

Does it measure on commitments or drawn balances?

On commitments — drawn plus undrawn — by default, because a line can be drawn in a day. Drawn balances, or commitments with consumer pools on drawn, are settings.

Can it test a deal before credit committee?

Yes. Every proposal is tested against every limit it touches before the committee votes, showing the use of each limit today and with the deal, how much fits, and a note that is attached to the credit memo.

Do people stay in control?

Yes. The agents never change a limit, commit the bank, or file or send a report. The director proposes a plan, the Chief Risk Officer approves every plan and exception, the board risk committee approves limit changes, and a person confirms every non-bank category.

Does it cover commercial real estate concentration?

No — commercial real estate is tested in CRE Concentration and Stress Testing. This solution covers industries, out-of-footprint regions, collateral, trade-exposed borrowers, leveraged loans, shared national credits and non-bank lenders.

How long does it take to go live?

The Agentic Solution Engine builds and deploys it from your requirements — your risk appetite statement, credit policy, report template and a sample of your loan book — and it goes live once every quality gate has passed. We will walk you through it on your own limits first.

See it on
your loan book.

We’ll run Credit Concentration Risk Monitoring against your own limits and a sample of your loan book.