By Jon W. Hansen | Procurement Insights
There is a number the ProcureTech industry does not discuss.
Two companies. Same founding year — 2006. Same category — procurement technology. Same starting range on the Hansen Fit Score™. Twenty years later, one generates approximately $1.21 billion in annual recurring revenue. The other generates approximately $4–5 million.
The revenue gap is roughly 240 times. The coverage gap — analyst reports, conference keynotes, sponsored research, industry awards — is larger still.
And the implementation success gap runs in the opposite direction entirely.
That is the real gap in ProcureTech. Not capability. Not market presence. Not funding. The gap is in what happens after the contract is signed — and why the conditions that produce implementation success cannot survive the mechanisms the market uses to produce scale.
Two Lines, One Framework
The divergence graphic above applies the Hansen Fit Score™ longitudinally to both AdaptOne and Coupa from their founding year through 2026, including a forward forecast for Coupa based on its current ownership structure and acquisition trajectory.
The two lines begin within a quarter point of each other in 2006. By 2026 they are 3.7 composite points apart — and moving in opposite directions.
AdaptOne: 6.5 → 7.3 → 7.8 → 8.0. Twenty years of continuous improvement in Behavioral Alignment. No acquisitions. No private equity ownership. Stable leadership and a consultative operating model that allowed the platform to evolve alongside client requirements rather than financial exit timelines.
Coupa: 6.3 → 6.8 → 5.0 → 4.6. IPO in 2020. Thoma Bravo acquisition at $8 billion in February 2023. Leagh Turner replacing Rob Bernshteyn as CEO in November 2023. Cirtuo acquisition in May 2025. Scoutbee acquisition in October 2025. Each event represents a structural inflection point, and each inflection point is reflected in the score.
Current structural signals point toward continued downward pressure on behavioral alignment, potentially moving the score toward approximately 4.3.
The HFS™ did not predict these trajectories. It documented the structural conditions that made them inevitable. That is what a diagnostic framework does. That is what the industry has never had.
The Practitioner Who Lived Both
In early 2025, I sat down with Millie at Geosyntec Consultants — an environmental and engineering consulting firm that had been an AdaptOne client from approximately 2019 through 2024, and had recently completed a migration to Coupa.
Millie had not read the HFS™ methodology. She did not know what Behavioral Alignment meant as a scored variable. She was describing her experience as a practitioner who had lived inside both platforms, managed both implementations, and made the decision to transition between them.
What she described — in her own words, unprompted — was one of the clearest practitioner accounts of the divergence the graphic documents numerically.
On how Geosyntec discovered AdaptOne:
“It was actually one of our clients that we registered in that was using AdaptOne — that’s how we discovered them. We were registering in that client’s portal and we’re like, this is easy, this is kind of what we want.”
Word of mouth. Not a conference. Not a sales brochure. A practitioner experiencing the platform as a supplier and recognizing immediately that it worked the way a platform should work. That is what a Behavioral Alignment score of 6.5 looks like in plain language.
On why Geosyntec chose AdaptOne:
“They were completely customizable to what we needed to operate as a business. That’s one of the reasons we didn’t go to one of the big providers at first — we operate in a not-a-unique industry but we don’t manufacture anything. The information we needed was to meet our client requirements. So it becomes: the client requires of us, we require it of our supplier. In other words, the system adapted to you rather than you saying here’s the system, now you got to fit that.”
The system adapted to you. Four words that describe the entire behavioral alignment principle. Not the vendor’s workflow. Not the vendor’s taxonomy. Not the vendor’s preferred implementation sequence. The client’s actual operational reality, reflected back as a working system.
On the implementation experience:
“I feel like it probably took us longer than AdaptOne — and I feel like that’s a common thing. We were the ones that were kind of dragging the design out. We’d see something and we’d be like, oh it does that — can we do this too? And of course AdaptOne says yes. For the most part our deployment went seamlessly. We had done enough testing and process workflow that the testing and implementation was seamless.”
The delay was the client’s enthusiasm, not the vendor’s limitation. The implementation was seamless. These are not promotional quotes from a vendor case study. This is an independent interview with a practitioner recalling her experience without any incentive to be positive.
On why AdaptOne people made the difference:
“That is one of the things I value probably the most of working with AdaptOne — just the group of people that they have. Really understanding, taking the time to understand our business, and not just ‘oh yeah we can make it work.’ They really did invest time and dedicate resources to making sure it worked. And that is a differentiator I would say about AdaptOne.”
People who invest time. People who do not simply say yes. People who dedicate resources to making sure it worked. This is what a Behavioral Alignment score of 8.0 produces in practice. And it is precisely what the scaling mechanics of ProcureTech growth cannot preserve.
On why Geosyntec eventually moved to Coupa:
“We’ve moved to Coupa at this point — and some of that is because we had such exponential growth that one of the reasons we moved from AdaptOne was because of just the volume of transactions we’re going through. We’ve gone to one of those — cookie cutter, this is what you get. Which is very difficult.”
Cookie cutter. This is what you get. Four words that describe a Behavioral Alignment score of 4.6 with the same precision that “the system adapted to you” described a score of 8.0. Millie did not know she was describing a scoring framework. She was describing her operational reality. The two descriptions map exactly to the two lines in the divergence graphic.
On what she brought from AdaptOne to the Coupa implementation:
“You cannot forget your suppliers. Their experience in your system when you’re asking them to give you all this data is just as important as our experience. We did learn that from AdaptOne. We took that knowledge into Coupa — okay, we have to be very careful about what we’re asking for to make sure the business actually needs it.”
The practitioner carried the behavioral alignment forward herself. Not the platform. Not the vendor. The practitioner. That is a structural observation worth sitting with: the knowledge that made the AdaptOne implementation successful did not transfer through the platform migration. It transferred through Millie’s professional memory. When she eventually leaves Geosyntec, will it transfer to the next person or persons?.
A Question for Geosyntec — On the Record
Geosyntec went live with Coupa in November 2024. Given that Millie’s interview captured the AdaptOne experience in such specific operational terms, I would like to extend the same independent analytical courtesy to Coupa’s current performance at Geosyntec.
Specifically: how is the Coupa implementation performing at the transactional volumes that drove the migration decision? Has the cookie-cutter model delivered the processing efficiency that justified the transition? And has the supplier experience — which Millie identified as the most important lesson carried forward from AdaptOne — been preserved within Coupa’s standardized framework?
These are not hostile questions. They are the questions any board, any CPO, and any organization currently evaluating a similar migration deserves to have answered by a practitioner who has lived both sides of the decision. If Geosyntec is willing to speak on the record, the analysis will be published with the same independence and the same methodology applied here.
The Scaling Mechanics Problem
Millie’s transition from AdaptOne to Coupa was not a vendor failure story. It was a scaling reality story. Geosyntec was acquired by Blackstone. Transaction volumes moved from manageable to approximately 60,000 invoices per year — past AdaptOne’s structural ceiling of roughly 45,000. The consultative model, the workflow customization, the dedicated resources — none of these scale linearly to that volume. The migration was rational given the constraints.
Scale solves real problems. Platforms operating at Coupa’s size support transaction volumes, ERP integration breadth, and global compliance environments that smaller vendors often cannot. But scale also changes the behavioral conditions under which implementation succeeds — and that tradeoff is rarely measured before the contract is signed.
But here is what the migration reveals about the broader market:
AdaptOne’s excellence is structurally inseparable from its size. The people who invest time understanding your business are people — not algorithms, not templates, not standardized onboarding workflows. They require relationships. Relationships require time. Time does not scale through IPO proceeds or PE acquisition. The mechanisms the ProcureTech market uses to accelerate growth — public offering, private equity, bolt-on M&A, AI acquisition stacking — introduce structural pressures that are fundamentally incompatible with the behavioral alignment model AdaptOne has sustained for twenty years.
Coupa did not abandon behavioral alignment because its leadership stopped caring. It abandoned it because the growth mechanics demanded it. At $100M ARR, you can still afford to invest time understanding your clients’ businesses. At $1.21B ARR, under PE ownership with exit timeline pressure and $8B in acquisition debt to service, the economics of that investment become structurally untenable.
This means the 80% implementation failure rate — documented across eighteen years and 3,300+ publications in the Procurement Insights archive — is not a technology problem. It is not a vendor competence problem. It is a scaling mechanics problem. The market has never built a reliable pathway from AdaptOne’s HFS™ 8.0 to Coupa’s revenue base without passing through Coupa’s HFS™ 4.3. Not once. Not in any generation of ProcureTech.
That is the real gap. And it has never been formally named until now.
The AMEX/Nipendo Question
The scaling-mechanics problem has a corollary the industry has not examined — and which the 2023 acquisition of Nipendo by American Express raises with unusual clarity.
Nipendo, at the point of acquisition, carried an HFS™ score of approximately 8.7 in our series — the highest we have assessed to date. Its supplier-network intelligence model was genuinely differentiated: behavioral alignment embedded in the platform architecture rather than bolted on as a feature. In framework terms, it was the closest thing to a scalable AdaptOne the market had produced.
American Express acquired Nipendo in early 2023. After integrating elements of the technology into its B2B platform, Amex subsequently shut down the Israeli operation; in that process, Nipendo’s remaining Israeli business was sold to Top Systems for roughly $2 million. What had been a high-scoring independent platform with global ambitions was effectively reduced to absorbed capabilities plus a small residual asset sale.
The standard read is familiar: a large incumbent acquires a niche vendor and the standalone platform disappears through organizational incompatibility — the consolidation tax. The enterprise software industry has seen this pattern repeatedly.
But the scaling-mechanics problem suggests a different question worth asking.
If scaling excellence without dilution is structurally difficult within the current mechanics of ProcureTech growth — and the twenty-year divergence between AdaptOne and Coupa suggests it may be — then the most rational outcome for a high-alignment platform is not necessarily independent scaling. It may instead be absorption into a larger ecosystem once its capabilities become strategically valuable.
American Express operates one of the largest supplier and payment networks in the world. Nipendo’s behavioral-alignment architecture would have had significant internal value within that network. Once integrated into a larger platform, however, the independent product — and the competitive alternative it represented — effectively disappears from the market.
The outcome therefore raises a structural observation. When high-alignment platforms become strategically important, the market’s prevailing scaling mechanics — acquisition, integration, and ecosystem consolidation — may remove them from the independent vendor landscape before they can scale on their own terms.
The HFS™ framework cannot determine corporate intent. What it can document is the structural incentive. And the structural incentive for large incumbents to absorb highly aligned capabilities into their own ecosystems — rather than allow them to scale independently — is real.
That is a question the practitioner market should examine carefully, because the answer matters for every high-scoring independent vendor currently operating below the acquisition radar.
What the Gap Demands
The scaling mechanics problem does not have a technology solution. It does not have an acquisition solution. It does not have an AI solution — though the current wave of AI acquisition stacking suggests the market is attempting one.
It has one solution that the eighteen-year Procurement Insights archive, the DND Canada proof point, and the AdaptOne/Coupa divergence all point to independently: organizational readiness assessed before technology deployment.
Phase 0™ is not a pre-deployment checklist. It is the mechanism that sits between a vendor’s behavioral alignment score and a client’s implementation outcome — the only variable that remains within the client’s control regardless of what the vendor’s scaling mechanics have done to its HFS™ score.
AdaptOne’s clients succeed because the vendor’s behavioral alignment makes Phase 0™ almost implicit — the consultative model does the readiness work as part of the implementation. Coupa’s clients fail at a rate consistent with the broader 80% because the cookie-cutter model assumes organizational readiness rather than assessing it. The gap between those two approaches is not closed by a better AI agent, a more sophisticated sourcing module, or a larger supplier network.
It is closed by asking the questions before signing the contract that no one is currently paid to ask.
Jon W. Hansen is the founder of Hansen Models™ and creator of the Hansen Fit Score™, Phase 0™ organizational readiness diagnostics, and the RAM 2025™ multimodel validation framework. He has published independently across 18 years and 3,300+ documents through Procurement Insights without vendor sponsorship or referral relationships. The HFS™ assessments referenced in this post are part of an ongoing longitudinal series validated through RAM 2025™ multimodel methodology.
The interview with Millie at Geosyntec Consultants was conducted independently and published with her knowledge. It has not been reviewed or approved by AdaptOne or Coupa.
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Procurement Insights
The Real Gap in ProcureTech Implementation Success
Posted on March 13, 2026
0
By Jon W. Hansen | Procurement Insights
There is a number the ProcureTech industry does not discuss.
Two companies. Same founding year — 2006. Same category — procurement technology. Same starting range on the Hansen Fit Score™. Twenty years later, one generates approximately $1.21 billion in annual recurring revenue. The other generates approximately $4–5 million.
The revenue gap is roughly 240 times. The coverage gap — analyst reports, conference keynotes, sponsored research, industry awards — is larger still.
And the implementation success gap runs in the opposite direction entirely.
That is the real gap in ProcureTech. Not capability. Not market presence. Not funding. The gap is in what happens after the contract is signed — and why the conditions that produce implementation success cannot survive the mechanisms the market uses to produce scale.
Two Lines, One Framework
The divergence graphic above applies the Hansen Fit Score™ longitudinally to both AdaptOne and Coupa from their founding year through 2026, including a forward forecast for Coupa based on its current ownership structure and acquisition trajectory.
The two lines begin within a quarter point of each other in 2006. By 2026 they are 3.7 composite points apart — and moving in opposite directions.
AdaptOne: 6.5 → 7.3 → 7.8 → 8.0. Twenty years of continuous improvement in Behavioral Alignment. No acquisitions. No private equity ownership. Stable leadership and a consultative operating model that allowed the platform to evolve alongside client requirements rather than financial exit timelines.
Coupa: 6.3 → 6.8 → 5.0 → 4.6. IPO in 2020. Thoma Bravo acquisition at $8 billion in February 2023. Leagh Turner replacing Rob Bernshteyn as CEO in November 2023. Cirtuo acquisition in May 2025. Scoutbee acquisition in October 2025. Each event represents a structural inflection point, and each inflection point is reflected in the score.
Current structural signals point toward continued downward pressure on behavioral alignment, potentially moving the score toward approximately 4.3.
The HFS™ did not predict these trajectories. It documented the structural conditions that made them inevitable. That is what a diagnostic framework does. That is what the industry has never had.
The Practitioner Who Lived Both
In early 2025, I sat down with Millie at Geosyntec Consultants — an environmental and engineering consulting firm that had been an AdaptOne client from approximately 2019 through 2024, and had recently completed a migration to Coupa.
Millie had not read the HFS™ methodology. She did not know what Behavioral Alignment meant as a scored variable. She was describing her experience as a practitioner who had lived inside both platforms, managed both implementations, and made the decision to transition between them.
What she described — in her own words, unprompted — was one of the clearest practitioner accounts of the divergence the graphic documents numerically.
On how Geosyntec discovered AdaptOne:
“It was actually one of our clients that we registered in that was using AdaptOne — that’s how we discovered them. We were registering in that client’s portal and we’re like, this is easy, this is kind of what we want.”
Word of mouth. Not a conference. Not a sales brochure. A practitioner experiencing the platform as a supplier and recognizing immediately that it worked the way a platform should work. That is what a Behavioral Alignment score of 6.5 looks like in plain language.
On why Geosyntec chose AdaptOne:
“They were completely customizable to what we needed to operate as a business. That’s one of the reasons we didn’t go to one of the big providers at first — we operate in a not-a-unique industry but we don’t manufacture anything. The information we needed was to meet our client requirements. So it becomes: the client requires of us, we require it of our supplier. In other words, the system adapted to you rather than you saying here’s the system, now you got to fit that.”
The system adapted to you. Four words that describe the entire behavioral alignment principle. Not the vendor’s workflow. Not the vendor’s taxonomy. Not the vendor’s preferred implementation sequence. The client’s actual operational reality, reflected back as a working system.
On the implementation experience:
“I feel like it probably took us longer than AdaptOne — and I feel like that’s a common thing. We were the ones that were kind of dragging the design out. We’d see something and we’d be like, oh it does that — can we do this too? And of course AdaptOne says yes. For the most part our deployment went seamlessly. We had done enough testing and process workflow that the testing and implementation was seamless.”
The delay was the client’s enthusiasm, not the vendor’s limitation. The implementation was seamless. These are not promotional quotes from a vendor case study. This is an independent interview with a practitioner recalling her experience without any incentive to be positive.
On why AdaptOne people made the difference:
“That is one of the things I value probably the most of working with AdaptOne — just the group of people that they have. Really understanding, taking the time to understand our business, and not just ‘oh yeah we can make it work.’ They really did invest time and dedicate resources to making sure it worked. And that is a differentiator I would say about AdaptOne.”
People who invest time. People who do not simply say yes. People who dedicate resources to making sure it worked. This is what a Behavioral Alignment score of 8.0 produces in practice. And it is precisely what the scaling mechanics of ProcureTech growth cannot preserve.
On why Geosyntec eventually moved to Coupa:
“We’ve moved to Coupa at this point — and some of that is because we had such exponential growth that one of the reasons we moved from AdaptOne was because of just the volume of transactions we’re going through. We’ve gone to one of those — cookie cutter, this is what you get. Which is very difficult.”
Cookie cutter. This is what you get. Four words that describe a Behavioral Alignment score of 4.6 with the same precision that “the system adapted to you” described a score of 8.0. Millie did not know she was describing a scoring framework. She was describing her operational reality. The two descriptions map exactly to the two lines in the divergence graphic.
On what she brought from AdaptOne to the Coupa implementation:
“You cannot forget your suppliers. Their experience in your system when you’re asking them to give you all this data is just as important as our experience. We did learn that from AdaptOne. We took that knowledge into Coupa — okay, we have to be very careful about what we’re asking for to make sure the business actually needs it.”
The practitioner carried the behavioral alignment forward herself. Not the platform. Not the vendor. The practitioner. That is a structural observation worth sitting with: the knowledge that made the AdaptOne implementation successful did not transfer through the platform migration. It transferred through Millie’s professional memory. When she eventually leaves Geosyntec, will it transfer to the next person or persons?.
A Question for Geosyntec — On the Record
Geosyntec went live with Coupa in November 2024. Given that Millie’s interview captured the AdaptOne experience in such specific operational terms, I would like to extend the same independent analytical courtesy to Coupa’s current performance at Geosyntec.
Specifically: how is the Coupa implementation performing at the transactional volumes that drove the migration decision? Has the cookie-cutter model delivered the processing efficiency that justified the transition? And has the supplier experience — which Millie identified as the most important lesson carried forward from AdaptOne — been preserved within Coupa’s standardized framework?
These are not hostile questions. They are the questions any board, any CPO, and any organization currently evaluating a similar migration deserves to have answered by a practitioner who has lived both sides of the decision. If Geosyntec is willing to speak on the record, the analysis will be published with the same independence and the same methodology applied here.
The Scaling Mechanics Problem
Millie’s transition from AdaptOne to Coupa was not a vendor failure story. It was a scaling reality story. Geosyntec was acquired by Blackstone. Transaction volumes moved from manageable to approximately 60,000 invoices per year — past AdaptOne’s structural ceiling of roughly 45,000. The consultative model, the workflow customization, the dedicated resources — none of these scale linearly to that volume. The migration was rational given the constraints.
Scale solves real problems. Platforms operating at Coupa’s size support transaction volumes, ERP integration breadth, and global compliance environments that smaller vendors often cannot. But scale also changes the behavioral conditions under which implementation succeeds — and that tradeoff is rarely measured before the contract is signed.
But here is what the migration reveals about the broader market:
AdaptOne’s excellence is structurally inseparable from its size. The people who invest time understanding your business are people — not algorithms, not templates, not standardized onboarding workflows. They require relationships. Relationships require time. Time does not scale through IPO proceeds or PE acquisition. The mechanisms the ProcureTech market uses to accelerate growth — public offering, private equity, bolt-on M&A, AI acquisition stacking — introduce structural pressures that are fundamentally incompatible with the behavioral alignment model AdaptOne has sustained for twenty years.
Coupa did not abandon behavioral alignment because its leadership stopped caring. It abandoned it because the growth mechanics demanded it. At $100M ARR, you can still afford to invest time understanding your clients’ businesses. At $1.21B ARR, under PE ownership with exit timeline pressure and $8B in acquisition debt to service, the economics of that investment become structurally untenable.
This means the 80% implementation failure rate — documented across eighteen years and 3,300+ publications in the Procurement Insights archive — is not a technology problem. It is not a vendor competence problem. It is a scaling mechanics problem. The market has never built a reliable pathway from AdaptOne’s HFS™ 8.0 to Coupa’s revenue base without passing through Coupa’s HFS™ 4.3. Not once. Not in any generation of ProcureTech.
That is the real gap. And it has never been formally named until now.
The AMEX/Nipendo Question
The scaling-mechanics problem has a corollary the industry has not examined — and which the 2023 acquisition of Nipendo by American Express raises with unusual clarity.
Nipendo, at the point of acquisition, carried an HFS™ score of approximately 8.7 in our series — the highest we have assessed to date. Its supplier-network intelligence model was genuinely differentiated: behavioral alignment embedded in the platform architecture rather than bolted on as a feature. In framework terms, it was the closest thing to a scalable AdaptOne the market had produced.
American Express acquired Nipendo in early 2023. After integrating elements of the technology into its B2B platform, Amex subsequently shut down the Israeli operation; in that process, Nipendo’s remaining Israeli business was sold to Top Systems for roughly $2 million. What had been a high-scoring independent platform with global ambitions was effectively reduced to absorbed capabilities plus a small residual asset sale.
The standard read is familiar: a large incumbent acquires a niche vendor and the standalone platform disappears through organizational incompatibility — the consolidation tax. The enterprise software industry has seen this pattern repeatedly.
But the scaling-mechanics problem suggests a different question worth asking.
If scaling excellence without dilution is structurally difficult within the current mechanics of ProcureTech growth — and the twenty-year divergence between AdaptOne and Coupa suggests it may be — then the most rational outcome for a high-alignment platform is not necessarily independent scaling. It may instead be absorption into a larger ecosystem once its capabilities become strategically valuable.
American Express operates one of the largest supplier and payment networks in the world. Nipendo’s behavioral-alignment architecture would have had significant internal value within that network. Once integrated into a larger platform, however, the independent product — and the competitive alternative it represented — effectively disappears from the market.
The outcome therefore raises a structural observation. When high-alignment platforms become strategically important, the market’s prevailing scaling mechanics — acquisition, integration, and ecosystem consolidation — may remove them from the independent vendor landscape before they can scale on their own terms.
The HFS™ framework cannot determine corporate intent. What it can document is the structural incentive. And the structural incentive for large incumbents to absorb highly aligned capabilities into their own ecosystems — rather than allow them to scale independently — is real.
That is a question the practitioner market should examine carefully, because the answer matters for every high-scoring independent vendor currently operating below the acquisition radar.
What the Gap Demands
The scaling mechanics problem does not have a technology solution. It does not have an acquisition solution. It does not have an AI solution — though the current wave of AI acquisition stacking suggests the market is attempting one.
It has one solution that the eighteen-year Procurement Insights archive, the DND Canada proof point, and the AdaptOne/Coupa divergence all point to independently: organizational readiness assessed before technology deployment.
Phase 0™ is not a pre-deployment checklist. It is the mechanism that sits between a vendor’s behavioral alignment score and a client’s implementation outcome — the only variable that remains within the client’s control regardless of what the vendor’s scaling mechanics have done to its HFS™ score.
AdaptOne’s clients succeed because the vendor’s behavioral alignment makes Phase 0™ almost implicit — the consultative model does the readiness work as part of the implementation. Coupa’s clients fail at a rate consistent with the broader 80% because the cookie-cutter model assumes organizational readiness rather than assessing it. The gap between those two approaches is not closed by a better AI agent, a more sophisticated sourcing module, or a larger supplier network.
It is closed by asking the questions before signing the contract that no one is currently paid to ask.
Jon W. Hansen is the founder of Hansen Models™ and creator of the Hansen Fit Score™, Phase 0™ organizational readiness diagnostics, and the RAM 2025™ multimodel validation framework. He has published independently across 18 years and 3,300+ documents through Procurement Insights without vendor sponsorship or referral relationships. The HFS™ assessments referenced in this post are part of an ongoing longitudinal series validated through RAM 2025™ multimodel methodology.
The interview with Millie at Geosyntec Consultants was conducted independently and published with her knowledge. It has not been reviewed or approved by AdaptOne or Coupa.
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