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Maturity wall by BDC

An insurer's credit team wants to know how much of each BDC's book comes due by 2028, and in which sectors.

BDCsResearch & ratingsPublic dataBuildable in-house
INPUTBDC schedules of investmentsAI STEPSRead every maturity tag · Bucket by year· Show where it concentratesOUTPUTFair value by maturity year, by managerHUMAN CHECKWhat refinancing risk this really meansfor each name

Today vs automated

TODAY
  1. Open each 10-QAnalyst · manual
  2. Copy maturity datesAnalyst · manual, re-keying
  3. Bucket by year by handHead of research / IR · manual
  4. Email / meeting hand-offAnalyst → Head of research / IR
AUTOMATED
  1. Quarter-end, or a new filing is publishedTrigger: starts on its own
  2. Read every maturity tagAutomated · Data store
  3. Bucket by yearAutomated · LLM
  4. Show where it concentratesAI draft, human review · Reporting template
  5. What refinancing risk this really means for each nameApprove / override · Head of research / IR

AutomatedAI draft, human reviewHuman onlyTools: Filing feeds, Data store, LLM, Reporting template

Estimated valueestimate

12–90 analyst hours a year
$2k–$22k of time, vs an assumed $10k–$40k tool cost

Net: −$38k to $12k a year net of tool cost; at the low end of the assumptions it does not cover the tool cost.

Manual4–8 h per quarterly reviewWith AI0.5–1 h per quarterly review, review included
Assumptions
  • 4–8 analyst hours per quarterly review today; 0.5–1 hours with an agent, including review
  • 4–12 quarterly reviews a year for one team
  • $150–250 per hour loaded cost
  • Tool or build cost $10,000–40,000 a year (in-house)

Estimate, based on the assumptions shown; your numbers will differ. How we estimate

What else it can do for the team

  • Overlay your own book's maturities
  • List names maturing within 18 months
  • Flag maturities with weak marks
  • Draft the refinancing-risk note
  • Track extensions quarter to quarter
How you get thereFour steps from prompting to an agentic workflow; most teams start at step 2.
1 · PromptingAn analyst asks a chat tool about one quarterly review.
Needs: an approved AI tool, a confidentiality policy.
Risk: unchecked answers, data pasted outside policy.
2 · WorkflowA fixed pipeline extracts the same fields into your template every time.
Needs: field definitions, a template, document parsing.
Risk: breaks silently when formats change.
Typical starting point
3 · AgentIt watches the inbox or data room, runs the checks and drafts the output.
Needs: inbox/doc-store access, system write-back, logging.
Risk: acting on a misread; needs review gates.
The automated lane above
4 · Agentic workflowSeveral agents work across the deal or book; people approve exceptions.
Needs: shared data model, permissions, audit trail, exception queue.
Risk: errors compound across steps; needs monitoring.
Solution optionsBuy (3 vendors listed), build or hybrid, with the trade-offs of each.
Buy
The LoanEdge, Lev, Standd
Fastest start; you adapt to the product's data model and pricing.
Build
An LLM API, a document parser, a vector or document store, your data warehouse, and a review queue.
Fits your definitions exactly; you own maintenance and controls.
Hybrid
Vendor extraction feeding your own checks, templates and systems.
Common middle path; two things to integrate and govern.

Listing is not endorsement.

What changes for the team4–8 h → 0.5–1 h per quarterly review (estimate); coverage goes from the names someone had time to pull to the full set, refreshed when sources change.
ROLESAnalysts move from collecting data to writing the view.
CYCLE TIME4–8 h → 0.5–1 h per quarterly review (estimate)
COVERAGEFrom the names someone had time to pull to the full set, refreshed when sources change.
CONTROLSEvery output cites its source; approvals and overrides are logged.
2026$0.7bn2027$2.8bn2028$8.2bn2029$10.8bn2030$12.1bn2031$19.3bn2032$17.7bn2033+$6.5bn
Fair value by maturity year, 10 BDCs combined Source: SEC BDC Data Sets, period ending 2026-06-30. Derived from SEC filings; may contain extraction errors. Not investment advice. BDC by BDC →

Maturity wall demo →

How it works

Full title: The 2027–28 maturity wall, BDC by BDC, and which borrowers can't refinance at today's rates

“Here is how much of each big BDC's book comes due by 2028.”

This card now includes former PCT-026 (Refi or extend? A CRE loan book tested against today's rates, loan by loan).

Scenario

Public: an insurer's credit team wants to know how much of each BDC's book comes due by 2028, and in which sectors.

What the human still decides

What refinancing risk this really means for each name.

Why it matters

PitchBook LCD: more than a third of the top BDCs' book is due by 2028, with software and PIK debt prominent.

What the record shows

Checked 2026-10-15.

Across 10 BDCs' 30 Jun 2026 SOIs, only 8.5% of dated fair value ($6.7bn of $78.1bn) matures in the next 24 months, so the wall is not an aggregate problem. It is concentrated: GSBD has 32.6% ($0.93bn) due within 24 months, BCSF 22.2%, PFLT 20.2% and MSDL 20.0%. The workflow is to find those names and check refinancing paths, not to chart the total.

Try it: prompt and data
From the SOI rows for {quarter}, bucket principal by maturity year (≤2026, 2027, 2028, later) per BDC and by sector. Flag PIK and software rows. Output a table and chart with filing links.

Data

Public inputs only (SEC/EDGAR filings, published methodologies, public signals). Every figure is cited.

Who uses it, vendors and build
Segments
BDCs, Research & ratings
Who uses it
Credit analyst, LP / credit research
Build
Buildable in-house
In-house
Simple aggregation on the SOI pipeline. Estimate: 2–3 days.
Last verified
2026-10-15

Vendors that claim this capability

Tags reflect each vendor's own public claims at the linked page (checked 2026-10-15). Not tested, ranked or endorsed.

Sources and related

Next step

Not investment advice. Names marked SAMPLE are fictional. Found an error? See the corrections log.