Skip to main content
milly logo
Pillar Pillar · For Buyers · B07 Financial DD

Financial due diligence for buyers.

The phase where the disciplined buyer separates seller story from verified fact — Quality of Earnings, premium trust audits, hard-market valuation discipline, and the structural protection that prices unverifiable risk into the deal.

There is a phase in every agency acquisition that the disciplined buyer treats as a forensic investigation rather than a checklist exercise: financial due diligence. It is the sixty- to ninety-day window after the Letter of Intent is countersigned, when the buyer's accountants, lawyers, and (increasingly) outside Quality of Earnings forensic teams audit every financial claim the seller made between the teaser and the LOI. The numbers from the management presentation are no longer narrative. Every figure becomes a question, every question demands a document, and every gap between the seller's story and the underlying record either reprices the deal or restructures it.

The posture matters more than the process. A buyer who treats DD as "the part where we check the seller's math" is going to get out-skilled by the sophisticated PE buyer running the same deal in a competing bid. The disciplined posture is forensic: don't buy the seller's story — buy verified facts. Every claim the seller has made about EBITDA quality, customer retention, carrier concentration, balance-sheet integrity, and trust-account compliance gets independent verification, and the verification output gets priced into the Purchase Agreement either as a structural adjustment or as a contingent-payment mechanism that protects the buyer if the verification fails.

This Pillar is the map for that work. It is also the cross-reference point for the rest of the financial-DD cluster — the financial-modeling layer, the risk-assessment layer, and the three procedural deep-dives on asset-vs-stock structure, earnouts and holdbacks, and the comprehensive DD checklist. If you take one thing away, let it be the posture: the buyer who can verify the seller's claims keeps the deal at the LOI price; the buyer who cannot must restructure or walk.

§ 01 · The forensic postureDon't buy the story — buy the facts.

The independent buyer's most consistent strategic error is treating diligence as adversarial. It is not adversarial; it is forensic. The seller has every incentive to present the agency in its best defensible light, and a competent seller's broker will have shaped the management presentation, the IOI memo, and the LOI itself to anchor on the highest defensible multiple. None of that is dishonest — it is the architecture every prepared seller is trained to build. The buyer's job is not to react to it; the buyer's job is to verify it.

The forensic posture has three operating rules. The first: every material claim becomes a request for evidence. A claim of 92% retention is a request for the three-year policy and account retention reports, deduplicated against AMS exports. A claim of $1.1M Normalized EBITDA is a request for the Master Add-Back Schedule plus the underlying payroll registers, vendor invoices, and bank statements. A claim of "no out-of-trust history" is a request for thirty-six months of premium trust reconciliations against the bank statements. The seller who can produce on every request is the seller who deserves the LOI price. The seller who cannot is the seller whose deal needs structural protection.

The second rule: the buyer hires its own verifiers. A buyer relying on the seller's CPA to validate the seller's EBITDA is buying the seller's story dressed in a different font. Quality of Earnings firms exist precisely because the independent verification has to come from a party with no relationship to the seller. The same principle applies to legal review (the buyer's M&A counsel, not the seller's), trust-account audit (the buyer's outside accountant), and the cultural and operational review (the buyer's own integration team, not consultants the seller introduced).

The third rule: structural protection is part of DD output, not a separate negotiation. The asset-vs-stock purchase decision, the earnout sizing, the holdback amount, the seller-note tenure — none of these are conversations to start after diligence ends. They are the protective output of the diligence work. Risks the buyer can verify and price get reflected in the offer; risks the buyer cannot fully verify get reflected in the structure. The disciplined buyer enters the Purchase Agreement drafting phase with a clear map of which categories of risk get structural protection.

Journal axiom · 1 of 3

Diligence is not a test of the agency. It is a test of the seller's verified claims. The buyer's posture is forensic — every material claim becomes a request for evidence, and every gap between claim and evidence either reprices the deal or restructures it.

§ 02 · The three-layer DD architectureModeling, risk, structure.

The financial DD work has a three-layer architecture. Each layer answers a different question and produces a different output, and each is necessary — skipping any of the three is how the unprepared buyer ends up with a deal that needed structural protection it did not get.

Layer one: financial modeling. The output of this layer is a defensible pro-forma income statement built on Normalized, Defensible, Sustainable EBITDA. The construction work is mechanical — three trailing years of P&L recast on a consistent basis, an add-back stack with each item evidenced, a balance sheet audited for the items that materially shift enterprise value (trust account position, working-capital normalization, debt-like items), a cash-flow analysis that distinguishes operating cash flow from financing cash flow, and a financial-ratio review benchmarked against industry data. The deeper treatments of each component live in the financial-modeling layer of this cluster.

Layer two: risk assessment. The output of this layer is a priced risk map. Quality of Earnings clears the EBITDA number; revenue-concentration analysis identifies whether the agency's value is concentrated in two or three accounts that could leave; carrier-mix analysis identifies whether the agency depends on a single carrier whose appointment terminates on change-of-control; trust-account integrity confirms the agency does not carry fiduciary liability into the close; hard-market exposure analysis tests whether the trailing earnings reflect carrier discipline that will reverse in a softer pricing environment. The deeper treatments live in the risk-assessment layer of this cluster.

Layer three: structural protection. The output of this layer is the Purchase Agreement that prices the verified risk into either the structure or the consideration. The asset-vs-stock decision shifts which liabilities transfer at close (and which require explicit indemnification carve-outs). The earnout sizing prices the portion of the purchase consideration that depends on post-close performance the buyer cannot verify pre-close. The holdback amount escrows the protection against the specific risks the diligence work flagged but could not fully price. The seller-note tenure aligns the seller's ongoing financial interest with the agency's retention performance during the integration window.

Figure 1 Source: Milly buyer-side content cluster · three-layer DD framework
The three-layer financial DD architecture.Each layer produces a distinct output that feeds the next; skipping any layer leaves unbounded risk in the Purchase Agreement.
Layer 1 — Financial modeling (pro-forma, EBITDA, balance sheet, cash flow, ratios)Normalized EBITDA
Layer 2 — Risk assessment (QoE, concentration, trust audit, hard-market test)Priced risk map
Layer 3 — Structural protection (asset/stock, earnout, holdback, seller note)Defensible PA

§ 03 · Quality of EarningsThe buyer's gold standard.

The Quality of Earnings report is the single highest-leverage artifact in the buyer's DD toolkit, and the disciplined buyer commissions one on every agency acquisition above the smallest tuck-in size. A QoE is a forensic financial review conducted by an outside firm — frequently a Big Four transaction advisory practice or a specialized insurance-agency accounting firm — that interrogates every add-back, every revenue accrual, every working-capital assumption, and every reconciliation between the tax-return P&L and the management financials.

The QoE's output is a Normalized, Defensible, Sustainable EBITDA number. Normalized means non-operating, owner-specific, and non-recurring items are removed (the owner's above-market compensation is added back; the non-business vehicle is removed; the one-time legal settlement is removed). Defensible means every add-back ties to an evidenced document the QoE team can audit. Sustainable means the EBITDA reflects a run-rate that the agency can reasonably produce in the trailing twelve months without the one-time tailwinds (hard-market carrier increases, a single-year retention bump from a churn-prevention initiative, a producer who is about to retire).

The Normalized, Defensible, Sustainable EBITDA number anchors three downstream decisions. It is the number the buyer's offer is built on; the offer multiple applied to the QoE-cleared EBITDA produces the enterprise value. It is the number the lender will underwrite the acquisition loan against; SBA and bank lenders increasingly require a third-party QoE for agency acquisitions above $2M in enterprise value. And it is the number the buyer's Investment Committee or capital partners will evaluate; an IC memo that anchors on un-QoE'd EBITDA is an IC memo with an asterisk.

The buyer-side decision is not "should we commission a QoE." It is "which firm, on what timeline." A QoE for a $5M-revenue agency typically costs $35,000 to $60,000 and takes three to five weeks. The cost is meaningful — but it is also a fraction of the typical retrade conversation the un-QoE'd buyer ends up running on the close call. The disciplined buyer commissions the QoE in week one of the LOI window, gives the QoE team direct VDR access, and treats the QoE's report as the single source of truth for the EBITDA conversation with the seller.

§ 04 · The premium trust auditThe highest-stakes single item.

If financial DD has a one-line summary of where the catastrophic-tail risk lives, it is the premium trust account. Independent insurance agencies operate on a fiduciary mechanism: client premium payments are held in a segregated trust account, separate from agency operating capital, until the premium gets remitted to the carrier. The trust position — the cash in the account minus the obligations owed to carriers — is supposed to be balanced or positive. An agency that runs an out-of-trust position is using client funds to finance its own operations, and the regulatory penalties are severe.

The acquiring buyer's exposure is direct and uninsurable. A buyer who acquires an agency without a clean premium trust audit can inherit a six- or seven-figure shortfall the moment the close occurs. The carrier's claim survives the close. The state department of insurance's regulatory action survives the close. There is no E&O policy that retroactively papers over an inherited trust deficit, and the seller's representations and warranties in the Purchase Agreement only matter to the extent the seller has the assets to make the buyer whole — which a seller in financial distress often does not.

The audit is mechanical but non-negotiable. The buyer's outside accountant reconciles the trust account bank statements (thirty-six months minimum, with the most recent twelve months audited in detail) against the policy-level obligations reported by the agency's management system. Any discrepancy between the cash position and the obligation position is investigated; legitimate timing differences (premium received but not yet remitted, claims paid but not yet billed back) are documented separately from any structural shortfall. The audit output is a clean trust-position attestation that gets attached to the Purchase Agreement as an exhibit and that carries forward as the baseline against which post-close trust integrity is measured.

The audit's cost is small relative to the catastrophic-tail risk it protects against — typically $5,000 to $15,000 in outside accounting fees. The cost of skipping the audit on the wrong deal is the entire enterprise value of the agency, plus regulatory exposure, plus the buyer's reputation in the marketplace for future deals. Buyers who run the trust audit on every deal develop a useful side-effect: they become the buyers sellers want to work with on subsequent deals, because the trust-audit infrastructure signals operational seriousness to a seller's broker.

Journal axiom · 2 of 3

There is no insurance product that retroactively covers a buyer who acquired an agency with a premium trust deficit. The audit is mandatory on every deal; the cost is small; the catastrophic-tail risk of skipping it is the entire enterprise value.

§ 05 · Hard-market valuation disciplineThe 2022 to 2026 anomaly.

Every agency acquisition completed in the trailing twenty-four months carries an analytical question the disciplined buyer has to surface explicitly: how much of the agency's recent earnings growth is operational, and how much is the residual tailwind from the 2022 to 2026 hard-market pricing cycle? Property carriers raised commercial premiums by 20% to 40% over that window in many lines; the agency's commission revenue grew at the same pace without any operational change. An agency that grew commission revenue from $4M to $5.2M between 2023 and 2025 on a flat policy count did not improve operationally — it caught a pricing tailwind that is now in the process of reversing as carrier discipline relaxes.

The valuation implication is direct: the trailing-twelve-month EBITDA the seller is presenting is not the run-rate EBITDA that justifies an 8× to 10× market multiple. A buyer who applies the market multiple to the hard-market peak earnings is paying a kill-zone multiple on un-defensible peak earnings — exactly the structural error PE-backed roll-ups have been making in the 2024 to 2026 window, and exactly the error the disciplined independent buyer cannot afford.

The discipline has two operational rules. The first: normalize for cycle, not just for owner. The Master Add-Back Schedule a seller produces is going to normalize for owner-specific items (above-market comp, non-business vehicles, family member ghost-employees), but it will not normalize for cycle exposure. The buyer's QoE team has to surface the cycle component explicitly — typically by recasting two of the trailing three years on a cycle-adjusted rate-per-policy basis and reporting the gap as a normalization adjustment.

The second rule: price the cycle reversal into the structure, not the multiple. The seller will not accept a multiple compression to the cycle-adjusted EBITDA — and structurally they should not, because they are entitled to the value of the actual cash flow during their tenure. The disciplined buyer prices the cycle exposure into an earnout: the base purchase consideration anchors on the cycle-adjusted EBITDA, and the earnout participation captures upside if the actual post-close earnings hold above the cycle-adjusted baseline. This protects the buyer from a 20% to 30% post-close earnings compression as the cycle softens, without forcing the seller to accept a structural undervaluation of the recent tailwind.

§ 06 · Deal structure as DD outputStructure prices the unverified.

Risks the buyer can fully verify get reflected in the offer multiple; risks the buyer cannot fully verify get reflected in the deal structure. This is the single most important pivot in the buyer-side this cluster, because it is also where most first-time independent buyers leak the most enterprise value. The first-time buyer treats deal structure as a separate post-DD negotiation; the disciplined buyer treats deal structure as the protective output of DD itself.

The three structural levers each protect against a specific class of risk. The asset-vs-stock purchase decision shifts which historical liabilities transfer at close. An asset purchase keeps the historical legal entity's liabilities (E&O claims tied to pre-close producer actions, employment claims from former staff, contractual disputes with vendors) on the selling entity, while the buyer's new entity acquires the producing book. A stock purchase transfers the entire entity, including unknown historical liabilities; it is structurally cheaper to execute but exposes the buyer to a long tail of legacy claims. The deeper treatment lives in purchase agreements.

The earnout structure prices the portion of the purchase consideration that depends on post-close performance the buyer cannot verify pre-close. Retention earnouts (the seller earns participation only if a defined retention metric holds for twelve to twenty-four months post-close) protect against book quality the buyer suspects but cannot fully verify. EBITDA-anchored earnouts (the seller earns participation only if the agency hits a defined EBITDA target in years one and two) protect against cycle reversal and post-close integration friction. The earnout's binding exhibit — the Sample Calculation Template — maps the seller's cash-basis financials to the buyer's GAAP accounting, eliminating the mechanical post-close surprise where the first quarterly recast produces an EBITDA different from the cash-basis number the deal was signed against.

The holdback and seller-note design protects against the specific contingent risks DD flagged but could not fully price. Holdbacks (typically 5% to 15% of purchase consideration, escrowed for twelve to twenty-four months) protect against trust-account deficits surfacing post-close, undisclosed legal exposure, and material misrepresentation in the seller's representations and warranties. Seller notes (typically 10% to 25% of purchase consideration, amortizing over three to five years at a below-market rate) align the seller's ongoing financial interest with the agency's retention performance during the integration window — and they provide a setoff mechanism if a post-close indemnification claim survives the holdback period.

The disciplined buyer enters the Purchase Agreement drafting phase with a clear map of which DD findings get priced into the offer, which get priced into the earnout, which get escrowed in the holdback, and which require an explicit indemnification carve-out in the representations and warranties. The map is the DD output, not the negotiation input.

§ 07 · The ethical retradeRepricing on evidence, not leverage.

The retrade conversation is the most ethically loaded moment of the deal, and the disciplined buyer's posture is precise: retrade only on evidence, never on leverage. A retrade that surfaces because the QoE found an EBITDA add-back the seller cannot document is a legitimate repricing — the LOI was conditioned on the seller's representations, the representations did not survive verification, and the price has to adjust. A retrade that surfaces because the buyer noticed the seller has fewer alternative bidders than initially disclosed is leverage, not evidence — and the marketplace memory of leverage-based retrades follows the buyer into every subsequent deal a broker sources.

The ethical retrade has three operating principles. The first: the LOI anchors the price; DD findings anchor the adjustment. A buyer who countersigns an LOI at 8× EBITDA does not get to retrade to 7× on the basis that "the market has softened" — that is a renegotiation, not a retrade. The buyer who finds that the QoE-cleared EBITDA is $950K instead of the LOI-anchored $1.0M gets to adjust the price by 5% on the basis of evidence, and the seller's broker will accept the adjustment because the evidence is concrete.

The second principle: structure first, multiple second. A finding that the agency has a single account representing 18% of revenue is not a reason to compress the multiple from 8× to 7×; it is a reason to add a 15% retention-anchored holdback escrowed for twenty-four months. The compression is mechanical and treats the seller as a counterparty; the structural adjustment treats the seller as a partner in pricing risk. The seller's broker will defend the structural adjustment to the seller far more readily than the multiple compression, and the deal closes at the LOI multiple with the structural protection the buyer needed.

The third principle: document the retrade in writing. Every adjustment to the LOI price gets a paragraph in the Purchase Agreement — the DD finding that produced the adjustment, the methodology of the recalculation, and the seller's acknowledgement in the recital. The paragraph protects the buyer if the adjustment is later disputed in a post-close indemnification claim, and it protects the seller from a future buyer in the marketplace claiming the precedent. The cost of writing the paragraph is twenty minutes of counsel time; the cost of skipping it is the reputational and legal exposure that comes from informal repricing.

Journal axiom · 3 of 3

Retrade only on evidence, never on leverage. The LOI anchors the price; DD findings anchor the adjustment. Structure protects what verification could not, and the documentation protects both sides from the next deal that follows.

The pre-LOI buyer checklist

Before you countersign the LOI — before you commit the diligence team and the lender, even — walk through this checklist. If every box is ticked, the LOI window is set up to close at the LOI price. If not, the items left open are the items that will produce the retrade conversation.

  • Quality of Earnings commissioned from an outside firm; QoE team has direct VDR access; engagement letter executed in week one of the LOI window
  • Premium trust account reconciliation engaged; thirty-six months of bank statements requested; agency's management system policy-obligation export staged
  • Cycle-adjusted EBITDA bridge built; the trailing-twelve-month EBITDA recast against cycle-adjusted rate-per-policy to surface the hard-market component
  • Concentration analysis run on both customer side (top-10 accounts as percent of revenue) and carrier side (top-3 carrier appointments as percent of revenue with change-of-control terms identified)
  • Asset-vs-stock decision documented based on the legal-liability inventory; indemnification carve-outs drafted with M&A counsel for the categories that survive close
  • Earnout sizing, holdback amount, and seller-note tenure mapped to the DD findings; the Sample Calculation Template drafted as binding exhibit to the Purchase Agreement

Getting this list to all-green takes most disciplined buyers the full ninety days of the LOI window. The buyer who tries to close in forty-five days is the buyer leaving structural protection on the table. The buyer who builds the list cleanly is the buyer the seller's broker rebooks for the next deal.

§ · §

Continue the pillar path

From the buyer theme

One piece every other Tuesday.

The next long-form piece in your inbox the morning it goes live. No marketing. Unsubscribe in one click.

Anonymous by default · One click to unsubscribe