Category Archives: Best Practices

How Many Employees Should You Have in Procurement

Those of you who have been around for awhile will know that AQPC, Hackett, and, going way back AMR, and Aberdeen, among others, have been benchmarking and telling us for years how many employees your Procurement Organization should have based on organizational revenue.

Furthermore, those of you who have been paying attention will know that they’ve been telling you for years that the better you are, the less employees you should have.

And you probably believe them. But, THEY ARE WRONG!

Why?

All of these employee count recommendations were based on two fundamental assumptions.

1) You can automate your way to baseline, as every improvement in automation will allow you to shed employees.

2) Baseline is sufficient to maximize Procurement value.

The first assumption is true. As you automate the thunking, more and more tactical processing that requires no actual thinking is offloaded entirely onto the machines, and those resources are no longer needed for those tasks. At this point, you can redeploy them, or you can follow the crowd and reduce the headcount (while remembering that the true wisdom of crowds is that none of us is as dumb as all of us). (We’re not saying that you shouldn’t let the employees go. It all comes down to whether or not they have the skills to be redeployed in a value generating role. But more on that later. We are saying that you should think twice before reducing the headcount target. More on this later.)

The second assumption is false. Baseline is considered to be enough for an average organization to source the top 80% of their spend over the average contract window and sufficiently manage the critical suppliers.

But simply having enough headcount to do baseline sourcing events and manage a few suppliers is not necessarily enough to guarantee value. And that’s what it comes down to. Value.

If the buyers barely have enough time to setup and run the events, but don’t have any time to discover or qualify new suppliers, negotiate beyond initial bids, or work with existing suppliers to identify additional opportunities for cost saving (such as minor design/spec changes) or value creation (such as new value added services), then are they really providing any value (beyond simply adopting a bleeding edge sourcing platform that can automate an entire sourcing event and reducing headcount even further)? No, they aren’t.

Now that inflation is back with a vengeance, in any managed category, savings is out the window. The absolute best case scenario is you keep costs flat, but most of the time the best you will be able to do is reign in increases less than the market average increase (and less than your peers). So if you want, or need, savings, you need to redefine the category, the product, the service, the delivery, the network, etc. That takes a lot of expertise, creativity, focus, and time from true Sourcing professionals … focus and time they won’t have if they have to launch a new sourcing event every week because you are measuring Procurement success based on how low the headcount can go and not how much value Procurement can generate.

Similarly, if all buyers have time to do on the supplier management side is deal with critical issues and the fires that arise because of them, you’ll never get real value out of the relationship, never build the relationship to the point where you co-innovate and jointly take cost out of the supply chain, become a true customer of choice (and not a fake one based on standard contract rhetoric which only guarantees they won’t screw you in pricing more than any other customer), and never discover capabilities in your supply base that you never new existed (… capabilities that may allow you to offer new products and services with a greater profit margin).

Plus, if you’re only tackling the top 70% to 80% of spend and the top 10% to 20% of suppliers, what opportunities for significant spend reduction, or at least control, are you missing. There’s often more overlooked opportunity in the tail than the middle categories. And you’ll never know the true extent of the potential in your supply base if you only ever talk to 1 in 10 suppliers.

The right amount of headcount is the number of professionals that add value and an ROI 3X to 5X their fully burdened FTE cost. the doctor would hazard a guess that the right number is probably 2X what AQPC, Hackett, and others would have you believe. Look to these reports to understand what percentage of tactical headcount can be redeployed with the right automation, not for the right number of strategic headcount to retain. (Based on the current numbers, you should be able to redeploy 80% of your tactical head-count as you go from the bottom to best in class, but you only start redeploying headcount out of Procurement when adding more strategic resources doesn’t increase value at a 3X to 5X ROI.)

Overpriced “AI” You Don’t Need in Source-to-Pay (S2P)

Everyone and their dog is trying to sell you an “AI” solution. Most of which, as we continually lament is “Automated Idiocy” at best (and “Applied Indirection” at worst, see our article on the April Fools joke vendors are playing on you year round that relaunched SI full time). Some vendors, for select capabilities, actually have the first stage of AI, Assisted Intelligence and a few, for very select capabilities, actually have the second stage of AI, “Augmented Intelligence”, but, and this is what they won’t tell you, especially if you’re a mid-market (MM), you probably don’t need it.

In fact, if you don’t yet have complete S2P, we’d wager that you absolutely don’t need it and likely won’t get an ROI from it, at least not with respect to the price tag they try to charge. (Just like spending more than 120K a year on S2P as a MM generally decreases your Return On Investment [ROI].)

While what is and is not effective and valuable can be situation dependent (just like certain high-priced capabilities can be highly valuable in 10M+ categories but detrimental in 1M categories), there are some capabilities that are almost never valuable, and in this post we will give you some examples, and the reasons therefore, so that you will be able to both analyze whether or not a solution actually has AI AND whether that AI will provide any value.

While there are dozens of capabilities being marketed as AI (which, if implemented using advanced techniques could fall under Level 1 AI), we’ll pick one from three (3) areas as our goal is exposition and not an all-inclusive treatise (that’s a novella, not an article).

Sourcing: Sourcing Automation

What is this? At its simplest, it’s the ability to auto-source a (set of) product(s) or service(s) once the need has been identified or the request approved. It’s useful, but you don’t need AI to accomplish this, just good-old rule-based (workflow) automation. After all, it’s just

  • instantiating a new RFP (which can be done if you have a template tied to the product/service types)
  • distributing it to known, approved suppliers (which is easily done if you have supplier management that tracks approval status and associated products/services)
  • collecting the bids (automated submission management through a portal or provided spreadsheet for upload)
  • selecting the lowest bids and marking it as an approved award (simple analytics)
  • assembling the contracts (with templates, it’s just sucking in the supplier details, product details, and bids using tag-based search and replace)
  • push it into the e-Signature portal (via the API)
  • alert the buyer when the contract is ready for signature (via alerting)

And while very useful for non-strategic and/or low-value categories, no AI is needed. Now, the vendor will counter with multi-round, but guess what, you just implement ceiling, best X, or mandatory response rules before allowing a supplier to progress to the next round and close round one and open round 2 on pre-set dates.

Low bid prediction? i.e. when should the RFX be ended? Guess what, if the platform has anonymized community intelligence, integrates with market data feeds, or supports should-cost modelling (and knows industry average margins), it’s pretty easy to calculate what the low-bid should be (and any bidder that bids lower has likely made an unsustainable bid that should be ignored), and end bidding when you hit that. No AI needed for any of this.

Contract Management: Contract Generation

The ability to auto-assemble a contract is cool, but leading platforms have had it for almost 15 years. How?

  1. A contract template for the category that specifies the clauses that are required, the data that needs to be included, and the meta-data that is needed to assemble the contract correctly.
  2. Default clause templates for each clause, with variants for each geography or industry of interest

That’s it. Then, the system just uses rules to select the template and the clauses and fill in the required supplier, product, and price data from the RFP.

Invoice-to-Pay: Automated Invoice Parsing

Yes, it’s great if you can reduce the number of invoices you need to review from an average of 15% with issues to 1.5%, but let’s face it, you can reduce it to 5% or less with just a little bit of automation, no AI needed.

Almost all invoices are coming in electronic these days, and suppliers that invoice regularly and want to be paid fast will use EDI, XML, or PO-flip through the portal, which means the invoices will come in electronic in an easily parseble format. Missing data / errors will be easily detectable in address, PO field, line items, amounts, etc. when there is an empty field or a mis-match between expected and received data (based on the PO, etc.), etc. and the invoice can be flipped back with notifications of issues for the supplier to correct. Most of the time it will be an honest mistake or oversight and the supplier will happily make the correction to get paid.

The remaining problems will fall into two categories.
1) Those few suppliers that don’t have a solution and have to send PDFs (or images) through e-mail, but those aren’t the suppliers doing massive business (as we’re talking about one time suppliers or consultants for the most part)
2) Those suppliers who don’t accept the requested corrections and have a dispute that needs manual intervention.

With respect to these two categories.
1) An “AI” parsing solution with 80% accuracy is just going to create more manual work, since you will have to correct all the errors anyway (which will be just as much work as entering the data in the first place). (And if the invoice automatically flows through, then it flows through with errors, and that touchless system leads to overspend. Better to touch an extra 3% of invoices and get it right than trust AI that, instead of saving you money, overpays suppliers or sends money to non-existent fraudulent suppliers.)
2) No AI will resolve a dispute. In fact, it will just annoy the h3ck out of the supplier representative and make the dispute worse.

So don’t fall for “AI” in the sales-pitch, even if it isn’t automated idiocy. The vast majority of it you don’t need as good rules-based workflow, configuration, and human ingenuity in the solution still gets the job done (and as the vendors get smarter, the software gets better, and that manually driven best-of-breed software optimized for the process doesn’t make company ending mistakes).

Yes Mid-Markets, 120K is More Than Enough for Source-to-Pay!

the doctor is sure that by now you have certain (mega-)suite vendors whispering in your ear that you really need their full 1 Million+ (annual subscription) S2P solution to maximize efficiency and savings (and that the doctor was crazy*0 when he told you that you should be able to get a sufficient Source-to-Pay solution for 120K a year), which, while possibly true stated that way, you don’t need to spend nearly that much to maximize your ROI.

But how do you maximize ROI without necessarily maximizing savings and/or efficiency? Simple! The same way you optimize profit by optimizing COGS vs. increasing volume. Just like every $1 of savings goes straight to the bottom line vs only $0.10 of revenue, every dollar you don’t spend on a technology solution goes straight to the bottom line vs. only squeezing out an extra 1% on savings.*1

But the best way to see this is to, gasp, do some math! Let’s take three mid-markets at 250M, 500M, and 750M. We’ll use industry averages for COGS (with 33% salaries & contractors; 2% utilities; 5% rental; and 20% amortization/depreciation) and assume 40% external spend. Depending on the industry, external costs can go to 50% or more, but not much in the Mid-Market (MM). We’ll assume an average 5% savings potential and 80% spend addressability over 3 years (as some existing contracts will be long term and not addressable in the short term, and some tail spend will just be too small / one time to ever bother with). We’ll assume that a base solution can achieve 80% of that savings potential, or 4% over three years (if there is sufficient manpower to address all the relevant categories [semi]-strategically).

 

Size 250M 500M 750M
Addressability (80% of 40%) 80M 160M 240M
Savings Potential @ 4% 3.2M 6.4M 9.6M
3 Year Cost 360K 360K 360K
ROI 8.8 17.6 26.4
Savings Potential @ 5% 4M 8M 12M
3 Year Cost 3M 3M 3M
ROI 1.4 2.7 4.0

 

Now, what type of ROI would you like to see if you are a 250M MM? A 1.4X ROI or a 8.8X ROI? the doctor knows what type of ROI he’d like to see! Also, if the mega-suite provider cuts the price in half, it only doubles the ROI to 3.2X. Barely acceptable, and you need the manpower to identify the full savings potential and everything to go perfectly to realize it. (What’s the probability that this will hold true continuously for three [3] years? Zero Percent. 0%)

Unless you have a (very) large category over 10M (where the savings potential on that category is 500K), the reality is that the 80% solution you will get by an average across-the-board solution / self-assembled platform-powered BoB suite will provide you an ROI that far outshines what the oversized, overpriced solutions will do for you as a mid-sized business. (Those suites are only needed for 1B+ enterprises where there are 50M to 100M+ categories where an extra 1% makes a huge difference.)

the doctor loves sourcing optimization, but it typically won’t find that much savings beyond what you can find with good spend analysis on RFP data in a category < 5M. (It might take a few hours of spend analysis, but you will get 80% of the savings with intelligence. If the vendor includes an affordable optimization module (2K/month; likely with model size caps), then you should use it on every category, if just to get a baseline, as you will get a good ROI from the module with continuous use, but if they want 10K/month and you are a 250M business, you likely won’t get enough of a return, especially since most of your categories aren’t that large or complex. Note that if you are a 1B+ multi-national enterprise, the story is the exact opposite. You absolutely need it and in your well managed categories, you won’t identify enough savings without it.)

For most categories, all you need to do in sourcing is 3-5 bids, side by side unit cost and total landed cost (TLC) comparisons, supplier award selection with RFP (spend) analysis, contract cutting to capture the price, configured POs in the eProcurement system to capture the contracted price, and line-item match on the invoice to the PO to make sure you’re paying what you should be. This is two-decade old tech now, but more than sufficient, when properly implemented and enforced, to capture 80% of the “savings” (or cost avoidance) in a category. Procurement savings come more from the proper implementation of a process than from technology that enables that process. What technology does is make it easy to do the process efficiently and effectively because it can guide you through the process, prevent you from missing steps or making mistakes, provide you the insight you need to make the best decisions, and even train you on best practices you aren’t familiar with. And allow you to repeat the process many more times on many more categories in a much shorter timeframe than if you were trying to do it all by hand.

Plus, the technology will allow you to do more with less, so you can minimize the need to expand the Procurement team as the company grows. Remember, good people cost $$$. In fact, a fully burdened high-end resource will cost as much as you pay for the tech, if you are paying the right price. This means that the tech will not only provide you an ROI on measurable cost reductions, but a measurable cost avoidance as you grow as you will not need to add as many people to a Procurement department that will become more efficient over time (as more and more tactical tasks get automated, freeing up the team to focus on value-add tasks). (Remember, tech never replaces the people you need, it just makes them many times more efficient so that you only need one or two high performing individuals for a function vs ten for one that is poorly managed; allowing you to add those ten resources elsewhere to produce more product or grow the business further. However, remember that Procurement does more than one function, so you may still need those 10 people for contract management, supplier development, additional strategic sourcing events, etc. but you won’t need them processing paperwork.)

So don’t overpay for S2P tech. You absolutely need S2P tech, but overpriced tech won’t get you the ROI!

*0 they may be right, I may be crazy … but it just may be a lunatic you’re looking for …

*1 An extra savings of 10% on a maximum savings of 10% leads to a maximum additional savings of 1% overall on a single category. In inflationary times, which we are now back to, you’ll never find more than 10% slack in the TCO of any category. In fact, you’ll do good to find 5%, which means going from average capability to advanced capability will only shave an extra 0.5% off of the total category spend on average.

Don’t think that these inflationary times are going away anytime soon. Supply chains are at their shakiest thanks to both the pandemic and the repercussions thereof, the rapid increase in climate change which has led to a rapid increase in natural disasters, the increased geopolitical destabilization around the globe, and the rebelling workforce, many of whom have gone from living barely above the actual poverty line (relative to where they live) to below it. Now add that to the flat and recessionary economic conditions in most major GDP players, and we won’t be seeing good times ahead for quite a while.

It Doesn’t Matter Where You Start, You End with BoB in SXM!

In a recent article, we asked in the battle of Suite vs. BoB (Best-of-Breed), which do you choose, and ended up with the answer of neither, but potentially both, because, as indicated in our article we asked in our post on Where’s the Procurement Management Platform, you need a true platform (that enables the creation of a true source-to-pay plus ecosystem for the various workflows and processes that need to be managed).

As a result, we indicated you could start where you wanted, provided:

  • you could conceivably manage it (if you don’t have any reasonably modern e-Procurement applications, expecting you can dive into more than a couple, learn them, and incorporate them in your daily processes in a short-time frame is completely unrealistic, so you shouldn’t buy from a suite vendor unless you can activate modules over time as you are ready for them)
  • the vendor offers, and publicly publishes, a complete Open API that, at a minimum, can be used to import and export all data the platform supports and should support the execution of core functions (so that you can script in a related module a date/time-based import/refresh process, re-execution of a core function/calculation, and retrieval of updated results)
  • the vendor offers the necessary quick-start services (you need to be able to get going quickly — if it requires a 3 to 6 month onboarding process, you’re dead in the water before you begin from both a first year ROI and adoption perspective)

But where do you end up? It depends. On what:

  • the module (Spend Analysis, Sourcing, Contract Management, Supplier Management, e-Procurement, e-Invoicing/AP, etc.)
  • the organization’s biggest need for workflow/process management
  • the organization’s biggest savings/cost avoidance/value creation opportunities

And for some modules, like e-Procurement, standard sourcing (no optimization/automation), AP (accounts payable), it’s quite hard to make the case for one over the other for an average organization (as it’s not how many features, functions, bells, and whistles, but which of those will actually add value to the organization acquiring the solution).

But for others, it’s crystal clear. And the clearest case is Supplier Management. Why? As per our recent article in our Source-to-Pay+ Series, Supplier Management is a CORNED QUIP Mash, and there’s no way that a suite, which is typically only average across-the-board, is going to be deep enough for the key functionalities needed by an organization (and the majority only address SIM reasonably well, with limited SRM-related capabilities). In fact, you’re not even going to find a single BoB provider that provides leading functionality in more than a few areas of what supplier management can encompass (especially if an organization needs quality, enablement/innovation, orchestration, or other specific direct or service support requirements, etc.). (So do you think you’re finding a suite that does everything? Not a chance!)

So you can start with a suite (that serves as a foundation for comprehensive SIM), or even a module from a BoB provider (that likely provides baseline Supplier Information Management as a Sourcing/CLM/Analytics add-on), but if you are serious about improving supplier performance (quality, compliance, cost of service), you will eventually progress to one (or, for extensive, different, Supplier Management needs, multiple) BoB solutions.

Five Best Practices for Buyers (when searching for software solutions)

Building on our piece on five easy mistakes source to pay tech buyers can avoid, here’s a piece on five (5) best practices to get the buy right. We’re even throwing in a bonus practice since we dove deep into the critical sixth mistake most tech buyers make in source to pay (who need to realize that No Tech Should Be Forever).

#1 Understand your core pain points

Don’t buy based on hype, buy based on need. Any good salesperson can spin you a good yarn on how much that sourcing solution will save, how that SRM will get your suppliers in line, and how that tail-spend solution will prevent your spend from going into a tail-spin. But there’s no guarantees that any of those solutions will solve your current problems, which might require e-Procurement or Spend Analysis.

Review your source-to-pay processes and determine where your pain points are. Is it in quote collection or analysis? Adequate supplier discovery, identification, or certification? Contract negotiation, implementation, or obligation management? Purchase orders and approvals? Invoice verification and matching? Opportunity identification? Supplier proliferation? If you don’t know where the majority of time is being spent and how much of that time is fighting fires, doing unnecessary tactical work, or taking too long to do something that should be quick, then you’re letting someone else identify your problems, which might turnout to be problems relatively small in the grand scheme of things.

#2 Understand which pain points can be best alleviated with technology vs. those that can be best alleviated with process improvements.

Technology can’t solve all of your ills. (And it especially can’t solve all of your ills if it is based on Automated Idiocy. Remember, that’s what the “AI” they are selling you is.) It’s important that you understand what technology can and can’t do before you look for a solution. This will help you identify honest providers offering honest wares and vapourware vendors selling silicon snake oil.

Consider the above pain points. If it’s quote collection, a good RFP system will help. If it’s quote analysis, maybe, maybe not. It may be the complexity of the ask, and not the complexity of the process, that’s the problem. If it’s supplier discovery, you will likely need a discovery platform or a large supplier network; if it’s supplier identification, possibly just a better process of identifying which suppliers you’re already using who can solve a new problem for you. Supplier certification, that requires manual review and sometimes tech can’t help at all. When it comes to contract negotiation, while platforms can shuttle contract drafts back and forth, negotiation is between people. Implementation and obligation management, that’s the kicker, and more than what you can accomplish with just an electronic filing cabinet, which is what many “contract management” systems are. Purchase orders are as much a process problem as a technology problem, most AP systems can generate them. Approvals, process problem to identify it, but often a technology problem to ensure that the process is followed. Invoice verification — manual approval is required but m-way invoice matching can help with the process by identifying the corresponding purchase order, any payments made to date, any credits accrued to date, any approvals required, and so on. Opportunity identification? Well, all of the pain points you identified represent opportunities, but beyond that, you’ll likely need spend analysis. Supplier proliferation — that’s a process and management issue. All the SRM does is track the suppliers.

If you don’t understand what the pain points are that tech can actually solve, you’ll never select the right tech.

#3 Identify your top 3 pain points that can be addressed with technology and the corresponding source-to-pay module(s) you need to address those pain points.

Once you’ve identified the pain points, whittled down to the subset of pain points that can be best addressed by technology, and then identified the three (3) that will have the biggest impact if addressed, you can continue with your quest for tech.

#4 Compile an appropriate shortlist of vendors.

Once you know what you want to address with tech, and why, you can start the process of identifying an appropriate short-list of vendors. This is not just three to five vendor names given to you, or three to five vendor names that come up first in a Google search — it’s three to five vendors that are confirmed to offer a module that will address the same (sub)set of problems you are looking to address.

This is not three to five vendors that claim to offer the same technology, as many vendors will purposely use, and sometimes abuse, the same terminology in an effort to sell completely different products. For example, sourcing, procurement, and purchasing are sometimes used to mean the same thing by three vendors, and sometimes mean completely different things by three vendors. There are vendors that call their sourcing systems procurement, purchasing vendors which just offer catalogs, and so on. You have to research their offerings carefully to determine whether or not they truly offer a solution to what you are looking for.

#5 Determine what you need in a partner before you start evaluating vendors and the RFPs they submit.

You don’t just need a vendor that can provide technology, you need a vendor that can provide a solution and work with you, offering as little or as much as you need in the way of training, implementation, integration, and services. You need a venture that will match your culture, get along with your team and make sure you are successful with their product. You need to identify everything that makes a good vendor before you start the evaluation, otherwise you will grade just on the tech, and the tech is not enough. (It’s a necessary part of the solution, but not a sufficient part on its own.) All supply chain problems have a human element. Never forget that.

#6: Bonus Get help with the shortlist and the RFP.

If you’re not familiar with the technology, the vendors, or the terminology, it can be difficult to determine which vendors might actually be able to solve your problems and what vendors will just bamboozle you into thinking they can* when you send them the RFP. Get help from someone who is an expert in the technology, the vendors, and the true capabilities the vendors offer.

* Not necessarily on purpose; a misunderstanding caused by different usages of terminology (see point #4) can cause a vendor to believe they have the perfect solution for you.