The Commercial Operating Model That Actually Runs the Business

Your sales team hit quota. Your marketing team generated pipeline. Your finance team reported annual recurring revenue (ARR) growth. And you still missed your earnings before interest, taxes, depreciation and amortization (EBITDA) target by eight points. This is what a broken commercial operating model looks like from the outside: everything works in isolation and nothing works together.

What It Actually Costs

The cost of a fragmented commercial operating model lives in the white space between functions, which means it never shows up cleanly on any single dashboard.

Sales discounts to close deals without finance's approval because the approval process takes three days and the quarter ends Friday. Marketing generates pipeline for segments that product can't serve profitably at the quoted price. Customer success renews accounts at flat pricing because they're compensated on renewal rate, not revenue retention. Each decision is locally rational. Collectively, they're bleeding 8-12 points of EBITDA.

A $45M ARR business leaking 10 points of margin is destroying $4.5M in profit annually. That's not a sales problem or a marketing problem. It's a structural problem baked into how your commercial model routes decisions, authorities, and incentives.

The harder truth: most of that leakage is invisible to your board deck because it appears as "competitive pricing" in one line and "retention investments" in another. Nobody adds those lines together.

The Approach

Fixing a commercial operating model requires three targeted interventions.

Step 1: Build a single commercial scorecard. If your product, marketing, sales, and finance leaders aren't reviewing the same metrics weekly, you don't have an operating model. You have four separate operating models that happen to share a CRM. The scorecard should include pocket price by segment, deal velocity by rep cohort, renewal uplift rate, and contribution margin by customer tier. When these numbers are visible to all four functions simultaneously, misalignment becomes impossible to ignore.

Step 2: Define pricing authority explicitly. Write down who can approve what discount at what deal size, and what the escalation path looks like above that threshold. "Pricing authority" that lives informally in the CRO's head is not pricing authority. It's a pattern of capitulation that your reps have learned to exploit. Most high-growth teams discover during this step that 60-70% of their deals are priced by reps with no formal authority to set the price they quoted.

Step 3: Align compensation to commercial outcomes, not activity. If your customer success (CS) team is compensated on renewal rate while your finance team reports revenue retention, you've created a model where renewing a contract at a 30% price reduction is a good CS outcome and a bad commercial outcome simultaneously. Resolve those contradictions before you fix anything else, because every other change will be gamed back to the incentive.

Where This Breaks

A $52M ARR B2B software company had three consecutive years of 25%+ ARR growth and a commercial operating model that had never been formally designed. Functions had grown, hired, and created their own processes. The CRO owned the number but didn't own pricing. Marketing owned pipeline but not segment qualification. CS owned retention but not expansion revenue.

When the board pushed for a 400bps margin improvement heading into a fundraise, the leadership team discovered they couldn't agree on which deals were profitable. The finance team's cost-to-serve numbers and the sales team's deal profitability numbers diverged by more than $2M on the same customer cohort.

Before: $52M ARR, 3 functions operating on disconnected metrics, 11% EBITDA, $2M+ discrepancy in deal profitability data across finance and sales.

After: Within six months of implementing a unified commercial scorecard and formal pricing authority tiers, average discount rate dropped from 31% to 19%, EBITDA moved to 18%, and the fundraise closed at a higher multiple than the prior round.

The root cause wasn't bad people or bad products. It was a commercial structure that had never caught up with company scale.

Next Actions This Week

Pull your last 90 days of closed deals and calculate two numbers: average discount by deal size and average time-to-approval for deals requiring sign-off above the rep's authority level.

If average discount varies by more than 15 percentage points across deal sizes of similar profile, your pricing authority structure is broken. If time-to-approval exceeds 24 hours, your approval process is creating the discount pressure it was designed to prevent.

Assess Your Commercial Health to map your commercial operating model gaps and identify the highest-impact fixes.

For the go-to-market (GTM) alignment layer of this problem, read The Failure Case of Go-to-Market Alignment. For what happens when the model breaks down at the comp level, see The Failure Case of Sales Compensation Alignment.