The CFO's case for faster quoting.

A CFO at a $60M custom plastics manufacturer in North Carolina ran the numbers for us last month. Quoting speed turned out to be the single largest variable affecting her working capital position. Bigger than DSO improvements. Bigger than inventory turns. Bigger than payment terms with her top suppliers.

She hadn't been measuring it. Most CFOs aren't. Quoting is in the sales bucket on the org chart, so it lives outside the finance review. That's the gap. Here's the case.

The cash conversion math

Quote-to-cash velocity has four components. Time to quote. Time to acceptance. Time to invoice. Time to payment. Most CFOs focus on the last one, because DSO is the metric they own.

Time to quote sits at the front of the cycle and compounds through every downstream step. A quote that takes four days instead of four hours pushes acceptance, fulfillment, invoicing, and payment back by the same amount. On 200 quotes a month at $15,000 average value, four days of front-end delay translates to roughly $400,000 in additional working capital tied up at any given time.

That's working capital you could be deploying elsewhere. Or capital you wouldn't need to borrow against. Or margin you wouldn't lose to a credit line. For a mid-market manufacturer running tight on cash, that's not a minor number.

The win rate effect

The harder argument is the win rate one. CFOs don't traditionally think of win rate as a financial variable. They should.

If your shop closes 32% of inbound RFQs and an operational change moves that to 38%, you didn't just close more deals. You changed the unit economics of every dollar you spend acquiring leads.

Run the math at $60M topline. If your sales cost is 8% of revenue, that's $4.8M to maintain the current pipeline. Move close rate from 32% to 38% with no change in lead volume and you're now doing $71M in topline against the same sales spend. Effective customer acquisition cost drops by roughly 16%. Same headcount, same marketing budget, more business closed.

This is the part that gets lost when quoting lives in the sales org. The CFO who reviews CAC efficiency quarterly doesn't typically connect that metric to quote turnaround. The two are tightly linked, but the link isn't visible from the finance side of the org.

The pricing power that comes free

Buyers who get fast quotes price-anchor differently. Research on B2B buyer behavior consistently shows that response speed is interpreted as a proxy for organizational competence. Buyers who get a quote back the same day infer reliability, on-time delivery, and lower risk of surprises downstream.

Manufacturers who respond quickly can hold pricing 2 to 4% higher without losing the business. On a $60M topline at 22% gross margin, that's an additional $1.2M to $2.4M in annual gross margin, none of it requiring new customers, new products, or new capacity.

For a CFO, that's a high-return operational change. The investment is process and tooling. The return is structural margin.

The DSO connection people miss

Quoting speed affects DSO in two ways. The obvious way is calendar time. Faster quote, faster acceptance, faster invoice, faster payment.

The less obvious way is dispute rate. Slow quotes correlate with disputed invoices, because the version of the quote that gets entered into the ERP and ultimately invoiced is often a stale version of what the customer actually agreed to. The customer agreed to revision 4 with the 12% volume discount; the order entry person picked up revision 2 with the standard discount; the invoice goes out wrong; AR plays email tag for three weeks before the dispute resolves.

Research on manufacturing AR cycles indicates that disputed invoices take an average of 16 days longer to collect than clean invoices. At $60M topline, if 8% of invoices have a dispute, that's $4.8M sitting 16 days longer than it should be. Roughly $210,000 in working capital tied up by something that isn't actually a credit problem. It's a quote-versioning problem masquerading as an AR problem.

The case to make in the next finance review

Pull the last 60 closed RFQs from your CRM. For each one, note three timestamps. When the RFQ arrived. When the quote went out. When the order was won or lost.

You'll get three buckets.

Bucket 1: Quote turnaround under 24 hours. Look at the close rate and the average margin on these. You'll find both numbers are higher than your shop average.

Bucket 2: Quote turnaround 1 to 4 days. This is most shops' middle. Close rate is roughly normal. Margin is roughly normal.

Bucket 3: Quote turnaround over 4 days. Close rate is materially lower. The wins that happen here tend to come on tight margins, because the customers willing to wait are the ones shopping hardest on price.

Then take Bucket 3 and ask the operations team how many of those would have moved to Bucket 1 with a 4-hour SLA. The answer is usually most of them.

That's the case. Quoting speed is a financial lever. It compounds through working capital, close rate, CAC efficiency, pricing power, and DSO. Operations isn't making this argument because operations doesn't speak in those terms. The CFO has to walk it back to the bottom-line numbers.

The good news is the numbers usually justify the project before you finish the analysis.