Most procurement dashboards have two problems. They track too many things, and they define none of them.
Forty metrics on a screen means nobody knows which one matters. And a metric without a written definition means two people can report different numbers for the same thing and both be right. Both problems make the dashboard easy to argue with and hard to act on.
So this guide keeps to fifteen, in five groups. For each: what it is in plain English, how to calculate it, what good looks like where there is a published benchmark worth trusting, and the trap to avoid.
Before you measure anything: three rules
Rule 1: Define it in writing first
Take something that sounds simple: did the supplier deliver on time? McKinsey studied this for the consumer goods industry and found there is no standard definition. Does on time mean the date you asked for, or the date they promised? Within a delivery slot, or any time that day? Is "in full" measured by order, by line, or by case? Different answers produce very different scores from the same deliveries.
Write every definition down, agree it with whoever you report to, and do not change it without saying so.
Rule 2: Agree the baseline with finance before you start
Savings figures cause more arguments than any other procurement number. The Procurist, a practitioner newsletter, puts the problem plainly: "The real challenge is agreeing the baseline upfront with Finance. Otherwise, procurement says it protected millions while Finance simply sees that the budget was respected."
Rule 3: Pair every speed metric with a quality metric
APQC, the benchmarking organisation, makes this point about purchase orders per person: since those measures encourage faster throughput, "it is important to have counterbalancing quality measures to ensure that the drive for speed does not result in increased errors". The same is true of every speed metric below.
Group 1: Money saved
1. Spend under management
What it is: the share of total company spending that procurement actually influences, through a contract, a preferred supplier or a sourcing process.
Formula: managed spend ÷ total addressable spend × 100.
Benchmark: Ardent Partners' 2025 research puts the average at about 71% — the first time it has passed 70% in two decades of their tracking. Each extra dollar brought under management produced 6% to 12% savings in the first contract period.
The trap: defining "managed" generously. A supplier someone once emailed is not managed. Write down exactly what counts.
2. Realised savings, not just negotiated savings
What it is: savings that actually showed up in what you paid, as opposed to savings agreed at the negotiating table.
Formula: (baseline unit price − actual unit price paid) × actual volume bought, summed across contracts.
Why the distinction matters: McKinsey's June 2025 research, covering more than 340,000 transformation initiatives, found the average procurement savings pipeline loses one-third of its value during planning and another 20% during execution. Negotiated savings is the promise. Realised savings is what arrived.
The trap: reporting negotiated savings and calling them savings. Track both, and report the gap.
3. Cost avoidance
What it is: money that would have been spent but was not — a price rise blocked, an unnecessary purchase stopped, a better specification found.
Formula: (price or cost that would have applied − price or cost that did apply) × volume, against a baseline agreed in advance.
Why it matters: The Procurist argues that "cost reduction has a ceiling" while cost avoidance has none, because you are catching bad spend before it is committed. It is often more valuable than savings.
The trap: this is the easiest metric to inflate, so finance distrusts it by default. Report it separately from savings, never added to it, and only against a baseline finance agreed beforehand.
4. Off-contract spend
What it is: spend that went outside agreed contracts or preferred suppliers. Sometimes called maverick spend.
Formula: spend not on contract or with a preferred supplier ÷ total spend in the categories you have contracted × 100.
Benchmark: we do not quote a single percentage, because published figures vary enormously by industry and definition. What is well evidenced is the impact: the Hackett Group's leading procurement teams lose 60% less of their negotiated savings to off-contract buying and non-compliance than their peers. APQC lists the share of purchases made through maverick buying among its most downloaded procurement measures.
The trap: treating it as a discipline problem. High off-contract spend usually means the proper route is too slow or the contract is wrong for what people need.
Group 2: Money kept
5. Payment terms achieved
What it is: how long, on average, you take to pay suppliers, and whether that matches the terms you agreed. At company level this is called days payable outstanding, or DPO.
Formula (company level): accounts payable ÷ cost of goods sold × number of days in the period. For procurement's purposes, also track the share of spend on your standard terms.
Benchmark: The Hackett Group's 2025 working capital survey of the top 1,000 US listed non-financial companies put DPO at 59 days. The same study found $1.7 trillion tied up unnecessarily in working capital — 35% of the total.
The trap: longer is not automatically better. Stretching payment terms on small or fragile suppliers can push them into trouble, which becomes your supply problem. APQC raises exactly this concern about paying smaller suppliers more slowly.
Group 3: Speed
6. Requisition-to-purchase-order time
What it is: how long it takes from someone asking to buy something to a purchase order going to the supplier. This is the number the rest of the business actually feels.
Formula: median time from requisition submitted to purchase order issued. Use the median, not the average, so a few stuck requests do not distort it.
Benchmark: Procurify's data across more than 250 mid-market organisations shows about 58 hours for companies of 100 to 500 people and 65 hours for 500 to 2,000. Procurify's guidance is that beyond 72 hours, the waiting itself becomes the bottleneck. The Hackett Group's leading teams run this step 58% faster than their peers.
The trap: measuring only approved requests. Include the ones that were rejected, sent back or abandoned.
7. Invoice processing time
What it is: how long from receiving an invoice to paying or approving it for payment.
Benchmark: Ardent Partners' 2025 research puts the average at 9.2 days. The best 20% of companies take 3.1 days; everyone else takes 17.4.
The trap: faster is not always the aim. The goal is predictable processing, so you can pay on your agreed terms and capture early payment discounts where they are worth having.
8. Sourcing cycle time
What it is: how long a sourcing project takes, from agreeing the need to signing the contract.
Benchmark: the Hackett Group's leading teams run sourcing cycles 24% shorter than their peers. There is no reliable absolute benchmark in days, because a stationery tender and a manufacturing contract are not comparable.
The trap: comparing across categories. Track it by category type, and compare each against its own history.
Group 4: Efficiency
9. Cost per invoice
What it is: the full cost of processing one supplier invoice — people, systems and overhead — not just the software.
Formula: total cost of the invoice-processing activity ÷ number of invoices processed in the period.
Benchmark: Ardent Partners' 2025 research puts the average at $9.40, with the best 20% at $2.78 and everyone else at $12.88. APQC's data, from 1,485 organisations and reported by CFO.com in 2018, gives $2.07 or less for the top quarter, $5.83 at the median and $10 or more for the bottom quarter.
The trap: the two studies define cost slightly differently, so compare yourself against one, not a mix of both.
10. Touchless rate
What it is: the share of invoices processed with no human intervention at all — they match the order and receipt automatically and go straight through.
Benchmark: Ardent Partners puts the average at 32.6%, and 49.2% for the best 20% of companies.
The trap: a high touchless rate with a high error rate is worse than a lower touchless rate done right. Pair it with an exception or error measure.
11. Cost of the procurement function
What it is: what it costs to run procurement, as a share of the spend it manages.
Formula: total procurement operating cost ÷ total spend × 100. APQC also normalises per $1,000 of revenue or per $1 billion of purchases.
Benchmark: the Hackett Group's leading procurement teams run at 19% lower cost as a share of spend than their peers, with 31% fewer staff, while delivering 2.03 times the savings.
The trap: cutting this number by cutting capability. The leaders are cheaper because they automated and redesigned, not because they did less.
12. Catalogue share of routine orders
What it is: the share of routine, low-value orders placed through an approved catalogue rather than raised by hand.
Why it matters: catalogue orders carry the approved supplier and agreed price automatically, so they are fast and compliant at once. Hackett's advisers noted on their podcast that leading teams put 81% more indirect spend through electronic catalogues. Procurify found catalogue adoption of 73.8% among smaller mid-market companies.
The trap: a catalogue full of outdated prices. Measure catalogue accuracy alongside catalogue usage.
Group 5: Suppliers and risk
13. Supplier on-time, in-full delivery (OTIF)
What it is: the share of deliveries that arrived on the agreed date with the full agreed quantity.
Formula: deliveries both on time and complete ÷ total deliveries × 100 — using a definition you have written down, for the reasons in Rule 1.
Benchmark: requirements vary by industry. As a reference point, Walmart has required 98% on-time, in-full delivery from suppliers since September 2020, with a fine of 3% of the cost of goods on shipments that miss.
The trap: penalties change behaviour in odd ways. McKinsey found about 25% of consumer goods deliveries arrived more than two hours early for their slot — suppliers avoiding late penalties by creating a different problem at the unloading dock.
14. Supplier concentration
What it is: how much of your spend sits with your largest few suppliers.
Formula: spend with top five suppliers ÷ total spend × 100.
Benchmark: Procurify found 57% to 59% across mid-market segments and suggests 55% to 65% as a healthy range.
The trap: this is a spend view, not a risk view. A small supplier that is your only source for a critical part matters more than the percentage.
15. Critical suppliers with a current risk check
What it is: of the suppliers you have identified as critical, the share whose financial health and continuity plans have been checked in the last twelve months.
Why it matters: RapidRatings found only 15% of enterprises fully use supplier financial health data in setting payment terms, and 30% do not use it at all. Meanwhile 82% had a material supplier disruption in the previous year.
The trap: counting a questionnaire returned as a risk checked. The check should involve evidence, not just the supplier's own answers.
The dashboard on one page
| Group | Metric | Published reference point |
|---|---|---|
| Money saved | 1. Spend under management | About 71% average (Ardent, 2025) |
| Money saved | 2. Realised vs negotiated savings | Pipelines lose ⅓ in planning, 20% in execution (McKinsey, 2025) |
| Money saved | 3. Cost avoidance | No benchmark — agree baseline with finance |
| Money saved | 4. Off-contract spend | Leaders lose 60% less savings to it (Hackett, 2025) |
| Money kept | 5. Payment terms / DPO | 59 days, top 1,000 US companies (Hackett, 2025) |
| Speed | 6. Requisition-to-PO time | 58–65 hours, mid-market (Procurify, 2026) |
| Speed | 7. Invoice processing time | 9.2 days average; 3.1 best 20% (Ardent, 2025) |
| Speed | 8. Sourcing cycle time | Leaders 24% shorter (Hackett, 2025) |
| Efficiency | 9. Cost per invoice | $9.40 average; $2.78 best 20% (Ardent, 2025) |
| Efficiency | 10. Touchless rate | 32.6% average; 49.2% best 20% (Ardent, 2025) |
| Efficiency | 11. Cost of procurement | Leaders 19% lower as share of spend (Hackett, 2025) |
| Efficiency | 12. Catalogue share | 73.8% adoption, smaller mid-market (Procurify, 2026) |
| Suppliers | 13. Supplier OTIF | Walmart requires 98% (since 2020) |
| Suppliers | 14. Supplier concentration | 55–65% top five (Procurify guidance) |
| Suppliers | 15. Critical suppliers risk-checked | Only 15% fully use financial health data (RapidRatings, 2026) |
The number that is not on the list
There is one more measure worth having, and it is the simplest: ask the business what it thinks. In Deloitte's 2025 survey of more than 250 chief procurement officers, 84% of the leading organisations met or beat their plan for internal stakeholder satisfaction. Among the rest it was 59%.
Joseph Richardson, a long-time procurement leader, made the point on the Art of Procurement podcast that value "is a relative term" — what matters to one stakeholder may not matter to another. A short survey twice a year, asking the people who use procurement whether it helps them, tells you things no system metric can.
How to report it
- Monthly, internally: the speed and efficiency metrics, so problems get fixed quickly.
- Quarterly, to leadership: one page covering all five groups, with the trend, not just the latest number.
- Once a year: re-check every definition and baseline with finance, and retire any metric nobody acted on.
That last step matters. A metric nobody acted on for a year is not a metric. It is decoration.
Common questions
What are the most important procurement KPIs?
Fifteen cover most needs, in five groups. Money saved: spend under management, realised savings, cost avoidance and off-contract spend. Money kept: payment terms achieved. Speed: requisition-to-PO time, invoice processing time and sourcing cycle time. Efficiency: cost per invoice, touchless rate, cost of the procurement function and catalogue share. Suppliers and risk: on-time-in-full delivery, supplier concentration and critical suppliers with a current risk check.
What is a good spend under management percentage?
Ardent Partners' 2025 research puts the average at about 71%, the first time it has passed 70% in two decades of tracking. More important than the percentage is defining managed consistently: spend under a contract, with a preferred supplier or through a sourcing process. Ardent found each extra dollar brought under management produced 6% to 12% savings in the first contract period.
What is the difference between negotiated and realised savings?
Negotiated savings are agreed at the table. Realised savings are what actually showed up in prices paid, multiplied by volumes actually bought. McKinsey's June 2025 research found the average procurement savings pipeline loses one-third of its value in planning and another 20% in execution, so the gap between the two is usually large. Track both and report the difference.
How much should it cost to process an invoice?
Ardent Partners' 2025 research puts the average all-in cost at $9.40, with the best 20% of companies at $2.78 and everyone else at $12.88. APQC data from 1,485 organisations, reported in 2018, gives $2.07 or less for the top quarter and $5.83 at the median. The two define cost slightly differently, so compare yourself against one study consistently.
What is a good requisition-to-purchase-order cycle time?
Procurify's data across more than 250 mid-market organisations shows about 58 hours for companies of 100 to 500 people and 65 hours for those of 500 to 2,000. Procurify suggests that beyond 72 hours, the waiting itself becomes the bottleneck. Measure the median rather than the average, and include rejected and abandoned requests.
How do you measure cost avoidance so finance trusts it?
Agree the baseline with finance before the work, report cost avoidance separately from savings and never add the two together, and document what would have happened without the intervention. It is often more valuable than savings but also the easiest number to inflate, which is why finance distrusts it unless the method was agreed in advance.
What is OTIF and how should it be defined?
On-time, in-full: the share of deliveries arriving on the agreed date with the full agreed quantity. McKinsey found there is no standard definition — on time could mean the date requested or the date promised, and in full could be measured by order, line or case. Write your definition down before measuring. For reference, Walmart has required 98% OTIF from suppliers since September 2020.
How many KPIs should a procurement dashboard have?
Few enough to fit on one page, usually twelve to fifteen. More than that and nobody knows which matters. Report speed and efficiency metrics monthly inside the team, all five groups quarterly to leadership with the trend, and once a year retire any metric nobody acted on.
Is a longer payment term always better?
No. Longer terms improve your cash position, and the Hackett Group's 2025 survey put average DPO at 59 days among the top 1,000 US listed non-financial companies. But stretching terms on small or financially fragile suppliers can push them into difficulty, which becomes your supply problem. Set terms with each supplier's financial health in view.
Should procurement measure stakeholder satisfaction?
Yes, and it is the simplest measure to run. Deloitte's 2025 survey found 84% of leading procurement organisations met or beat their stakeholder satisfaction plan against 59% of the rest. A short survey twice a year asking the people who use procurement whether it helps them reveals problems no system metric shows.
Sources
- Ardent Partners, The Metrics that Matter in 2025 (Part One) — CPO Rising, 20 October 2025. Spend under management about 71%; 6–12% savings per additional dollar under management.
- Ardent Partners, AP Metrics That Matter in 2025, Cost per invoice $9.40 (p.18), $2.78 vs $12.88 (p.25); cycle time 9.2 days (p.16), 3.1 vs 17.4 (p.27); touchless 32.6% (p.19), 49.2% (p.28).
- APQC via CFO.com, Metric of the Month: Accounts Payable Cost, 5 February 2018, 1,485 organisations. $2.07 or less (top 25%), $5.83 median, $10+ (bottom 25%).
- APQC, How Do You Benchmark Procurement?, Most downloaded procurement measures (Sept 2024 – Feb 2025); counterbalancing speed with quality; the caution on slowing payments to smaller suppliers.
- The Hackett Group, 2025 Digital World Class Procurement research, 14 July 2025. 19% lower cost as share of spend; 31% fewer FTEs; 2.03× savings; 60% less savings lost; 58% shorter requisition-to-PO; 24% shorter sourcing cycles.
- The Hackett Group, Digital World Class Procurement: Latest Benchmark Metrics and Key Findings (podcast transcript), 22 October 2024. 81% more indirect spend through electronic catalogues.
- The Hackett Group, 2025 Working Capital Survey, 18 August 2025, top 1,000 US listed non-financial companies. DPO 59 days; $1.7 trillion trapped, 35% of gross working capital.
- McKinsey & Company, Aim higher and move faster for successful procurement-led transformation, June 2025. Savings pipeline leakage: one-third in planning, 20% in execution.
- McKinsey & Company, Defining 'on-time, in-full' in the consumer sector, 13 June 2019, with the Trading Partner Alliance. No standard OTIF definition; about 25% of deliveries arrive more than two hours early.
- Talk Business & Politics, Walmart demands all suppliers comply with 98% on-time in-full shipment rule, 3 September 2020. 98% OTIF from 15 September 2020; 3% cost-of-goods fine.
- Procurify, 2026 Mid-Market Procurement Benchmark Report, 250+ organisations, 2023–2025 data. Requisition-to-PO 58h and 65h; 72-hour guidance; top-five concentration and 55–65% range; catalogue adoption.
- The Procurist, The Savings Procurement Never Gets Paid For, The baseline-with-finance quote; cost reduction has a ceiling.
- RapidRatings, Annual Risk Report 2026, 2 March 2026. 15% fully integrate financial health data; 30% not at all; 82% material disruption.
- Deloitte, 2025 Global Chief Procurement Officer Survey, Stakeholder satisfaction met or exceeded plan: 84% leaders vs 59% followers.
- Art of Procurement, Episode 171 transcript — with Joseph Richardson, Value as a relative term; ranking stakeholders by importance.
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