Ask any procurement leader how their team spends its time. You'll hear some version of the same answer: "We're constantly firefighting." Press harder and it gets specific. Ninety to ninety-five percent reactive work. Glorified expediters. Place and chase.

Everyone knows manual RFQ management is slow. McKinsey estimates AI can deliver efficiency gains of 20 to 30 percent or more in procurement operations, but to understand where that time goes, you have to measure. Most teams never have. They feel it every day without putting a number on it.

So we did the math.

We broke down the real time cost of managing RFQs by hand, based on patterns we've seen across dozens of manufacturing procurement teams. The short version for a medium-complexity RFQ:

One to two and a half months. Per RFQ. And most buyers are running six to ten of these at once.

Here's how each phase actually plays out.

RFQ Preparation: Before Anything Even Happens

Before you can send an RFQ, you need to build it. Part numbers, quantities, specs, drawings, quality requirements, all assembled into a package suppliers can actually quote against.

You start in your ERP or PLM system, pulling the BOM. Some part numbers are straightforward. Others send you on a scavenger hunt through SharePoint folders and old emails. Tracking down the latest rev of an engineering drawing. Pinging engineering about a material spec. Checking whether a quality requirement changed since last time. We've watched buyers toggle between NetSuite, a shared drive, and three different email threads just to confirm a single part number.

For a simple RFQ with 20 to 30 parts, this prep eats half a day. For a complex sourcing event with 300-plus parts across multiple commodity groups, teams report spending two to three weeks just assembling the package.

Two to three weeks. Before a single supplier even sees it. And almost all of that time is formatting and data gathering, not anything resembling strategy.

Supplier Selection and Distribution

This part is relatively quick, at least. Repeat buys with known suppliers take an hour or two. New commodities where you're researching and qualifying potential sources, add one to three days. Then you customize emails for each supplier, attach the right documents, note supplier-specific requirements. An RFQ going to eight suppliers means eight separate emails, so figure two to four hours just on distribution. It's tedious, but it's not the bottleneck.

The Follow-Up Cycle (Where Your Week Goes to Die)

You've sent the RFQ. Due date is two weeks out. In between? Waiting, then chasing. Suppliers ask clarifying questions. Some come in immediately, others trickle in over a week. Each one needs an answer, and sometimes that answer needs to go back to all suppliers to keep things fair.

Then the due date approaches and some suppliers go quiet. Did they receive the RFQ? Are they working on it? Did it land in the wrong inbox? You send follow-ups. Then follow-ups to the follow-ups.

At companies with large supplier bases, roughly 80% of suppliers need proactive check-ins to stay on track. That's not an indictment of those suppliers. They're busy too. Your RFQ is one of dozens competing for their attention.

The number that should make you angry: individual buyers report spending roughly 20 hours per week on follow-up communications. Half their working time. On emails that all say some version of "did you get my email?" and "any update on the quote?"

For a single RFQ, expect to spend 3 to 8 hours on supplier questions, 5 to 15 hours on follow-up emails and calls, and another 2 to 5 hours extending deadlines and re-chasing. A buyer managing multiple RFQs at once can lose their entire week to this.

Quote Collection and Normalization

Every supplier sends pricing in a different format. PDFs. Excel files. Email body text. Sometimes a phone call where someone reads you numbers and you scribble them down. (We're not making that up.)

One aerospace procurement team told us this step took three full days for a 300-part RFQ with five suppliers. Twenty-four hours of a skilled buyer's time, doing data entry. Someone with 15 years of sourcing experience and an APICS certification, copying numbers between spreadsheets. That's the job now.

For smaller RFQs with 3 to 4 suppliers, you might get through it in half a day. Medium complexity with 5 to 8 suppliers, one to two days.

Analysis and Award

This is the part of the job that actually requires procurement expertise. Total cost of ownership, supplier capability, lead time versus price, negotiating final terms.

And it gets the least time because everything before it took so long.

Teams tell us the same thing over and over: analysis gets rushed because admin work ate the calendar. The work you actually hired a buyer to do gets squeezed into whatever's left. Four to eight hours for analysis and internal review. Two to five days if you're doing real negotiation rounds. A couple more hours to document the award.

This is the thing that genuinely drives us crazy about manual procurement. You've got people who can negotiate, who understand total cost of ownership, who know which suppliers actually deliver on time. And they're spending their days on data entry so there's no time left for any of it.

PO Placement and Confirmation

You'd think this part would be fast. It isn't.

APQC data shows that even top-performing procurement organizations take a median of 8 hours to issue a PO, while others average 11. And that's just the PO itself, not the approvals. Some companies report the approval process alone taking close to a month for large purchases. We talked to one team where a $50K PO needed six signatures. Six. Even routine POs can take four to six weeks from award decision to confirmed order, mostly thanks to internal bureaucracy and back-and-forth with suppliers on final terms.

What Does All That Lost Time Cost in Dollars?

Take a manufacturer with a 10-person procurement team, each buyer managing 8 to 12 active RFQs at various stages. Some teams report cycles running even longer when engineering changes happen mid-process or suppliers need re-quoting. Now translate that time into money.

A fully loaded procurement professional at a manufacturer costs somewhere around $80,000 per year (salary plus benefits plus overhead). If that buyer spends 60% of their time on admin work, which is what teams consistently tell us, that's roughly $48,000 per person per year going to manual processes. The Hackett Group found that world-class procurement organizations operate at 21% lower cost than their peers. The gap is almost entirely about automation.

For a 10-person team, you're looking at something close to half a million dollars per year in capacity burned on admin. Those buyers aren't slacking. They're working hard. But they're doing work a system could handle while their actual expertise sits on the bench.

The indirect costs are harder to quantify. They're also probably bigger.

Every extra week in your RFQ cycle is a week where you could be locking in better pricing or qualifying alternative suppliers. We've talked to teams who lost preferred pricing because their approval process dragged. One buyer told us a competitor got the allocation they wanted because that competitor's procurement cycle was two weeks shorter. That's not an operational annoyance. That's lost revenue.

Manual data entry introduces mistakes. A wrong price in a comparison spreadsheet could mean awarding business to the wrong supplier. A missed follow-up could mean a supplier drops your RFQ entirely, reducing competition and costing you negotiating power.

When PO cycles stretch too long, production schedules slip. Grounding penalties, expedited shipping, line downtime. A single delay caused by late parts can cost more than a buyer's annual salary.

And people quit. Buyers who spend most of their time on admin drudgery burn out and leave. Replacing a procurement professional costs 50% to 200% of their annual salary when you factor in recruiting, onboarding, and lost institutional knowledge. Nobody sticks around to copy-paste data for a living. That half-million-dollar estimate? It's the floor, not the ceiling.

Where Does a Procurement Buyer's Week Actually Go?

We've asked enough buyers to see the pattern. Email follow-ups eat 15 to 20 hours, roughly 40% to 50% of the week. Data entry and spreadsheet work take another 8 to 12. Internal meetings, 4 to 6 hours. That leaves maybe 4 to 8 hours for actual sourcing and negotiation.

Ten to twenty percent of the week. On the work that actually requires a buyer's expertise. The rest is copy-paste and "just circling back."

And the follow-ups and data entry that dominate the calendar? They're the two things easiest to automate. Nobody went into procurement to copy numbers from PDFs into spreadsheets. But that's the job for most buyers.

Two Changes That Actually Move the Needle

Forget the 47-step digital transformation roadmap. The biggest wins come from the two biggest time sinks: follow-up automation and quote data extraction.

Automated follow-ups can give buyers back 15+ hours per week. Instead of manually tracking which suppliers haven't responded and writing individual chase emails, a system handles the cadence on its own. The buyer steps in when a supplier actually needs a human, like answering a technical question or escalating a deadline issue. The rest just runs.

Automated quote extraction kills the data entry problem. Instead of spending two to three days building a comparison spreadsheet by hand, quotes get parsed and normalized automatically regardless of format (yes, even the supplier who sends pricing as a table inside an email body). The buyer goes straight to analysis.

Together, those two changes can flip a buyer's time from 70% administrative to 70% strategic. The Hackett Group reports that GenAI adoption can boost procurement staff productivity by 25% or more. For a 10-person team, that's like adding two or three buyers who actually do sourcing work. Without hiring anyone.

The Real Cost Isn't the Hours

Look, the time study numbers are bad. But the real cost of manual RFQ management isn't the hours on follow-ups and data entry. It's the sourcing decisions that never get made because nobody had time. The supplier relationships that go stale because every buyer is too buried in email to think strategically. And it's the production delays that happen because the procurement cycle took a month longer than it needed to, plus the better deals you never even got to explore because your team was doing data entry instead of negotiating.

If you can automate the 60% of procurement work that's purely administrative, you get your team back. That's not a theory. It's arithmetic.

We built Lumari around the time sinks in this study: follow-ups, quote extraction, status tracking, supplier communication. If your buyers are spending half their week on "just circling back" emails, we should talk.

Sources

1. McKinsey & Company, "Redefining procurement performance in the era of agentic AI" - https://www.mckinsey.com/capabilities/operations/our-insights/redefining-procurement-performance-in-the-era-of-agentic-ai

2. APQC via Supply & Demand Chain Executive, "Top Performers in Procurement Achieve Cycle Time Efficiency" - https://www.sdcexec.com/sourcing-procurement/article/11647230/apqc-top-performers-in-procurement-achieve-cycle-time-efficiency

3. The Hackett Group, "World-Class Procurement Organizations See 21 Percent Lower Labor Costs" - https://www.thehackettgroup.com/hackett-world-class-procurement-organizations-see-21-percent-lower-labor-costs-while-digital-transformation-continues-to-raise-the-bar-on-procurement-performance/

4. The Hackett Group, "Procurement Leaders Say AI Will Transform Their Jobs" - https://www.thehackettgroup.com/the-hackett-group-procurement-leaders-say-ai-will-transform-their-jobs/