Skip to main content

Industry research

Financial services

Originate qualified mid-market borrowers, check bankability for better loan pricing, and benchmark operating cost across banking, insurance and credit.

Discuss your project
See our work ↓Outcomes in this sector ↓See a sample output ↓Common questions ↓

Industry context

Scope and topics in this sector.

Research scope
Commercial and private-credit lenders, buyout funds, asset owners, banks and insurers
Topics investigated
Mid-market borrower qualification, loan bankability, pre-LOI target diligence and portfolio covenant monitoring

Recent work · anonymized

Proof from delivered work in this sector.

  1. 01

    Qualifying 16 mid-market borrowers for lower loan spreads

    The challenge
    A lender needed to evaluate 16 industrial, agricultural and solar borrowers for lower-spread credit facilities, but most failed desktop screens.
    What we did
    Built a 4-point bankability and traceability rubric separating actual operational circularity (scrap recovery, water recycling, mill logs) from simple project-company disclosure gaps.
    The result
    25–50 bps of loan spread compression unlocked by giving borrowers a clear checklist and showing that modest scrap-recovery gains outweighed net profit at thin-margin manufacturers.
  2. 02

    Isolating claims and distribution drag inside a large insurer

    The challenge
    Consolidated expense ratios made an insurance carrier appear in line with peers, masking margin compression in its group benefits and wealth distribution lines.
    What we did
    Reconciled statutory filings and segmented footnotes across domestic and international peers to compare claims automation, adviser productivity and policy administration cost.
    The result
    $20M+ cost and retention gap isolated in group benefits and wealth distribution, and ranked where the carrier's technology spend should go first.
  3. 03

    Qualifying off-market industrial borrowers for a credit mandate

    The challenge
    A credit team wanted to deploy capital into mid-market manufacturers expanding for defence and infrastructure demand without relying on brokered auctions.
    What we did
    Cross-referenced machining certifications, environmental permits, export licences and UCC equipment filings to rank unlisted operators on capacity utilization and debt serviceability.
    The result
    Delivered a conviction borrower shortlist with per-company credit briefs and margin-sensitivity hooks for direct origination.

Commercial & operational plays

Outcomes we deliver in this sector.

Mid-market industrial and dual-use borrower origination

Screen private manufacturers and regional operators on equipment capacity, contract backlog and credit signals to originate senior-debt and capex-financing borrowers.

Scorecard and shortlist

Borrower traceability and bankability checks

Audit trace-to-source material loops, facility capex plans and off-take contracts so borrowers qualify for lower loan spreads.

Risk against your framework

Pre-LOI commercial and financial red-flag diligence

Stress-test seller market-growth claims, customer concentration, loss ratios and implied equity valuation bridges before committing deal exclusivity.

Company diagnostic

Quarterly loan-book and portfolio covenant watches

Track borrower disclosures, peer restatements, input-cost indices and regulatory shifts across named holdings on your credit-committee calendar.

Quarterly monitoring read

Illustrative deliverable

What the analysis looks like in this sector.

Borrower qualification & division cost benchmark · Credit & insuranceIllustrative
Illustrative mid-market borrower bankability and carrier expense-ratio diagnostic
Diagnostic streamBaselinePeer top quartileSpread or EBITDA leverConfidence
Group benefits & claims processing cost18%14%$22Mhigh
Borrower traceability & scrap-loop check65%90%25 bpshigh
Borrower alloy-index margin cushion11%15%320 bpsmedium
Distribution advisor productivity$1.2M$1.8M$15Mest.medium
Illustrative institution and borrower book; accounting definitions and loss-ratio reserves are reconciled across peers.

Your next decision

What does your team need to know?

Sharpen your competitive positioning

Benchmark channel mix, aftermarket capture, digital conversion and pricing architecture against top-quartile peers.

Your question
Where do competitors capture higher margins or win rate, and where can our offer stand apart?
What we investigate
Product and channel mix, wholesale-to-direct economics, aftermarket attachment, customer segments and published pricing.
What you receive
A competitor and channel-economics matrix with the commercial positioning gaps it exposes.

Peer benchmark

Understand why performance differs from peers

Turn a broad performance concern into specific value-creation questions for management.

Your question
Where do we lead or lag comparable businesses, and what might explain the gap?
What we investigate
Growth, profitability, productivity and business mix, with differences in definitions and disclosure flagged.
What you receive
A performance diagnostic, comparable peer benchmarks and a prioritized list of improvement hypotheses to test with management.

Peer benchmark

Pressure-test an investment thesis

Surface overstated market growth, customer concentration, backlog decay and implied valuation gaps before exclusivity.

Your question
Do the seller's market-size claims, margin bridge and backlog hold up against independent peer and end-market evidence?
What we investigate
Independent market growth vs. seller CIM claims, unit economics, customer retention, warranty exposure and implied equity valuation bridges.
What you receive
A pre-LOI red-flag assessment and valuation feasibility bridge with a prioritized commercial diligence agenda.

Company diagnostic

Review what changed across a portfolio

Track peer restatements, commodity should-cost indices, covenant signals and regulatory triggers across your holdings on a set cadence.

Your question
What has changed across our holdings, supplier indices or peer benchmarks since the last review cycle?
What we investigate
Named portfolio holdings, peer financial filings, commodity and mill cost indices, and credit or risk triggers on your review calendar.
What you receive
A dated quarterly monitoring read and re-indexed benchmark pack with follow-up priorities for your committee.

Quarterly monitoring read

Capabilities

The capabilities behind these questions.

  1. Find

    Which ones should we go after first?

    Originate off-market roll-up targets, win-ready defence programs and qualified borrowers.

    You getScorecard and shortlist

  2. Diagnose

    Where is the value, or the risk?

    Quantify trapped working capital, SKU and supplier markups, SG&A bloat and asset-level cost exposure.

    Company diagnosticPeer benchmarkRisk against your framework

    You getDiagnostic and peer benchmark

  3. Monitor

    What changed since the last review?

    Re-index supplier should-costs, track peer watchlists and flag portfolio covenant shifts.

    You getQuarterly monitoring read

Outcome programs in financial services

Pre-LOI Diligence & Valuation BridgesAsset Economics & Portfolio CoverageAll six outcomes

Common questions

Before we start.

Can you map assessments to our internal credit or underwriting rubric?

Yes. We encode your exact scoring thresholds, covenant definitions or taxonomy criteria into the workbook so every borrower or holding is evaluated on your committee's methodology.

How do you evaluate private mid-market borrowers with limited public filings?

We triangulate statutory subsidiary accounts, equipment-lien registries, environmental and municipal permits, customer contract awards, trade shipments and benchmark unit economics—and flag every inferred cell.

How does quarterly portfolio monitoring work after the initial baseline?

Once the baseline workbook is approved, we re-run the peer filings, commodity indices and credit triggers ahead of each quarterly review and deliver a dated change read highlighting only what moved.

Start with one question

Bring us the question behind your next decision.

Tell us what you’re investigating and when you need an answer. We’ll discuss the scope, inputs and research that would help.

Discuss your project