Javier Cuadriello
Retrospective · September 2026

In 2001 I wrote my LSE dissertation on why "ASPs" were failing. Here is the 25-year scorecard.

Application Service Providers were the pre-history of SaaS. I interviewed vendors, clients, consultants and journalists across Europe in the summer of 2001 and tried to explain why the model was stalling and whether it had a future. Twenty-five years on, I have gone back through every claim and checked it against what actually happened.

Javier Cuadriello Rodríguez · MSc dissertation, Department of Information Systems, London School of Economics, summer 2001 · supervised by Prof. Robert Galliers · Original PDF

What an ASP was, and why it mattered

An Application Service Provider rented you business software over a wide-area network from a central data centre. You did not install anything; you paid a monthly fee. The idea was born inside the large software vendors in the late 1990s, was pumped by the dotcom boom, and by 2001 was in trouble: the flagship start-ups were collapsing and adoption was far below what the analysts had forecast. IDC had sized the market at $986m worldwide in 2000 and expected $24bn by 2005.

The vision of ASPs is to treat Information Systems and software as a standard commodity, which should be identical for each client, in the same way as conventional mail sent to competing firms is delivered by the same UPS delivery person or water going to different companies comes from the same reservoir.From the introduction, 2001

My argument, in three sentences: the first wave failed because of a handful of wrong assumptions (about customisation, about contracts, about where the money was) that had been hidden inside a tidy acronym; the classic diffusion-of-innovations models could not cope with an innovation that kept mutating while it was being adopted; and the media and other "fashion setters" had created a strong fashion for the word without creating a fashion for the thing, but had also protected the concept from being written off, which would give an improved version a chance.

The number that says most of it

$986m
Worldwide ASP market, 2000 (IDC, as cited in the dissertation)
$24bn
IDC's forecast for 2005. It arrived roughly a decade late.
$299bn
Worldwide SaaS end-user spending, 2025 (Gartner forecast)
$41.5bn
Salesforce revenue, fiscal 2026. Founded 1999, i.e. a first-wave company that survived.
Renting software over the network: market size, 2000 to 2025
US$ billion, worldwide. Analyst figures from different houses and different definitions (ASP, then SaaS); treat as an order-of-magnitude picture, not one series. Hover a bar for the source.
ActualAnalyst forecast at the time
Show as a table
YearDefinitionSourceUS$ bn
2000ASP, actualIDC via Financial Times, 20010.99
2005ASP, forecastIDC via Financial Times, 200124
2010SaaS, actualGartner, 201110
2011SaaS, actualGartner, 201112.1
2024SaaS, actualGartner, 2024250.8
2025SaaS, forecastGartner, 2024299.1

In 2001 the whole ASP market was worth about the same as one large traditional outsourcing contract; eighteen deals of over $1bn each were signed that year. Today the software-rental market is bigger than the entire IT outsourcing industry was then.

The scorecard

I went through the dissertation and pulled out every claim that was specific enough to be checked. Twenty of them. Below is a plain count, not a weighted score: how many turned out right, how many half right, how many wrong, and the things that mattered most which I did not see coming at all.

12
Right, or right in direction
5
Half right: correct diagnosis, wrong cure
3
Wrong
4
Did not see coming

Each card quotes the 2001 text, then says what happened. Sources for the 2026 facts are listed at the end.

1. The concept would outlive the companies

Right
What I wrote in 2001
Fashion setters have been successful in preventing the ASP brand from acquiring a bad reputation as a failed innovation. This may give a newer and improved version of ASP the [chance] to succeed.
There are always innovators […] the first wave will take the hit, the second wave may take advantage of the lessons learned from the first ones.Anonymous senior consultant, global consulting firm, interviewed July 2001
What happened

The flagship pure-play ASP, USinternetworking, filed for Chapter 11 in January 2002; its shares had gone from $57.50 on IPO day in 1999 to $1 by mid-2001. Corio was absorbed by IBM in 2005. But the "newer and improved version" was already alive: Salesforce, founded in 1999 with the "No Software" logo, reported $41.5bn of revenue for fiscal 2026. The model is now simply how business software is sold.

2. Simple, identical-for-everyone services would win first

Right
What I wrote in 2001
The pure, first generation ASPs […] that have succeeded to date are those delivering services such as email, billing, online backup or automatic virus checking. These solutions are easy to implement and use, and one size can indeed fit all.
What happened

Hosted email became Gmail (2004), Google Apps (2006) and Office 365 (2011). Online backup and "automatic virus checking" became the cloud-delivered backup and security industries. Microsoft 365, the direct descendant of the hosted-email ASP, is now one of the largest subscription software businesses in the world.

3. Vertical specialists would do well

Right
What I wrote in 2001
Others have done well by focusing on tight vertical markets where they have specialist knowledge.
What happened

"Vertical SaaS" became a category of its own: life sciences, construction, restaurants, dental practices, each with a multi-billion-dollar cloud vendor. The most satisfying data point is personal. One of my 2001 interviewees was the deputy head of the technical department at Edicom, a Valencia company then providing EDI as a service. Edicom today describes itself as a SaaS platform for e-invoicing and tax compliance, with over 1,000 staff, 18,000 clients and projects in more than 85 countries.

4. The delivery model had to be separated from the software it delivered

Right
What I wrote in 2001
It is easy to mistake the adoption attributes of the ASP concept with the attributes of the applications it delivers. […] The complexity in the ASP concept was very well encapsulated in the ASP acronym […] It is then a 'black box' of 'black boxes'.
What happened

The industry unbundled the black box into layers with their own names and their own economics: infrastructure (IaaS), platform (PaaS) and application (SaaS). Gartner now forecasts each separately; in 2025, $212bn, $209bn and $299bn respectively. The thing I struggled to name in 2001 because it was "mixed with the technology it delivers" is now three markets.

5. Innovations mutate while they diffuse, and the S-curve cannot cope

Right
What I wrote in 2001
Classical models do not generally consider how an innovation could be changed, modified or adapted through more innovation over the original to make it conform to the needs of the real world. There is an underlying assumption that an innovation is a fixed non-evolving entity.
By using the terms ASPs 1.0 and 2.0 I am falling into the same mistake I am pointing to.
What happened

ASP became "on-demand", then "software as a service" (a term the Software & Information Industry Association had only just coined to tidy up the ASP/AIP/BSP/SSP alphabet soup), then "cloud" (2006 onwards), then "platform", and in 2026 is being repackaged again as "agentic". Nobody tracks the adoption of "the ASP innovation" any more because the thing being adopted kept changing its name and its shape, which is exactly what Figure 1 of the dissertation tried to draw. I also note, with some embarrassment, that I was using "2.0" as a version label for a concept three years before "Web 2.0" made it fashionable.

6. The brand was at a crossroads: rename, or say "only the first ones were bad"

Right
What I wrote in 2001
When dealing with the new forms of ASPs fashion setters had the choice of discarding the ASP 'brand' to distance the evolved forms of the concept from a failed first wave. Alternatively, it could have been made clear that something has changed and keep the existing brand. It seems that a compromise solution is being applied […] MAP (Managed Applications Providers) or MSP (Managed Service Provider) […] and some evolutions have adopted the term ASP 2.0.
What happened

The market chose the rename. "ASP" was quietly retired within two or three years and "SaaS" took its place; "MSP" survived, but for infrastructure management. The mechanism I described (the concept escapes the reputation of the companies by changing its name) is the one that operated.

7. A recession would help, not hurt

Right
What I wrote in 2001
ASPs still promise lower IT expenses as well as making it simpler to estimate a company's IT expenditure more accurately. This is very appealing in times where cost reductions are necessary. Therefore, ASPs and integrators believe that economic recession could be a catalytic start for people looking at ASPs in more detail.
What happened

The 2001 to 2003 downturn killed the venture-funded ASPs but did not kill demand. The 2008 to 2009 recession was the moment SaaS went mainstream in large enterprises: no capital expenditure, predictable subscription cost, and a way to cut the internal IT budget. "Opex, not capex" became the standard CFO argument.

8. Cross-border contracts, national law and culture would be a brake

Right
What I wrote in 2001
It seems difficult to craft contracts for cross-national deals, which must consider different regional modes of operations, country laws and culture. This has limited the growth of ASP in the profitable large company market which has pan-continental or global operations.
What happened

This became data residency, GDPR (2018), the Schrems II ruling (2020) and the sovereign-cloud industry. Gartner expects sovereign cloud infrastructure spending alone to reach $80bn in 2026. Every hyperscaler now runs country-specific regions and legal entities precisely because of the problem in that paragraph. I thought it was a contracting nuisance; it turned into a geopolitical market.

9. Large companies hosting for their own partner networks would compete with pure ASPs

Right, more than I knew
What I wrote in 2001
Many of these large companies are hosting several applications themselves for internal use but also for their networks of partners and suppliers embracing some of the ASP ideas and competing with pure ASPs.
What happened

The largest cloud business in the world came out of a retailer. Amazon Web Services launched S3 and EC2 in 2006 by selling the infrastructure Amazon had built for itself and its marketplace sellers. Azure passed $100bn of revenue in Microsoft's fiscal 2026. The "water from the same reservoir" metaphor came true, but for computing rather than for applications, and it was delivered by companies that were not ASPs at all.

10. The big software vendors would get there, with the balance sheet to survive trial and error

Right
What I wrote in 2001
Some software vendors, including Oracle and Microsoft, still see the ASP model as their primary software distribution route in the future. […] IBM can afford to take this risk and have a larger trial and error experimentation process while the model is perfected than any start-up company.
What happened

Microsoft Cloud revenue was $59.3bn in the single quarter to June 2026. Oracle rebuilt its entire application suite for the cloud and bought NetSuite, one of the original 1998 ASPs, for $9.3bn in 2016. SAP now sells S/4HANA primarily as a cloud subscription. It took them a decade longer than the ASP believers expected, and it took several failed attempts each (Microsoft's original .NET "Hailstorm" services were cancelled in 2002), but the trial-and-error argument was the right one.

11. Finance would sustain the fashion to protect its investments

Right
What I wrote in 2001
Another factor identified in this research is the power of investment banks in setting up and sometimes artificially maintaining fashions. Investment banks will sometimes use their position as opinion leaders to protect their investments in companies selling innovative solutions.
What happened

For twenty years the venture and public-market "SaaS playbook" (ARR, net revenue retention, the Rule of 40, cloud indices) was the most powerful fashion-setting machine in enterprise software. The same machine ran in reverse in early 2026, when a Jefferies trader coined "SaaSpocalypse" and a leading SaaS index fell 25.7% in the first quarter on fears that AI agents would replace per-seat software. Abrahamson's counter-bandwagon, which I cited in the literature review, arrived on schedule.

12. Professional associations would not matter

Right
What I wrote in 2001
The role of professional organisations seems to be initially ignored by all of the interviewees in the ASP case and never mentioned when answering an open question about factors of adoption of ASPs. […] In the case of ASPs professional organisations are eclipsed by the media.
What happened

The ASP Industry Consortium, founded by 25 technology companies in May 1999, was folded into CompTIA in 2001 and has left almost no trace. What actually created the confidence and de facto standards I said professional bodies could have provided came from elsewhere: analyst rankings, open-source communities, developer conventions (REST APIs, OAuth) and audit regimes (SOC 2, ISO 27001).

Half right: the diagnosis was correct, the cure was not

13. One-to-many had "proven flawed" because clients demanded customisation

Half right
What I wrote in 2001
The original ASP model of one-to-many solutions has proven flawed due to the higher than expected levels of customisation that the client required and demanded. ASPs were not prepared for this, and the technical infrastructure and software packages required to provide this customisation were not available. […] ASPs are currently changing their original model […] moving from the multi-user idea to a multi-customer approach.
What happened

The diagnosis was right: first-wave ASPs were hosting single-tenant copies of client-server packages such as SAP, Siebel and Oracle 11i, and every customisation was a separate server to maintain. But the cure my interviewees were describing (retreat from one-to-many towards bespoke hosting) was the wrong direction. The winners doubled down on one-to-many: a single multi-tenant code base where every customer's "customisation" is configuration and metadata, plus APIs and an app marketplace (Salesforce's AppExchange, 2005) for everything else. One size did fit all, once the software was rebuilt so that it could.

14. The SLA was "the major overall problem", and a win-win SLA might never exist

Half right
What I wrote in 2001
The service level agreement (SLA) has been identified in this research as the major social problem and the major overall problem in the diffusion of the ASP innovation. […] It seems unclear at this stage of ASP development if a good model of SLA that provides a win-win situation for both the client and the service provider can indeed be created.
What happened

It was a real blocker in 2001 and it did get solved, but not the way I recommended. Following the outsourcing literature, I argued SLAs should be tailored to each client. The market went the opposite way: standard, published, take-it-or-leave-it terms (99.9% availability, service credits, a public status page, a SOC 2 report) that the customer accepts by clicking. The "political problem of mixed and opposed interests" was dissolved by standardisation rather than negotiated away. Only the very largest customers still negotiate, and even they start from the vendor's paper.

15. Selling simple applications to SMEs could not make enough money; large clients were needed

Half right
What I wrote in 2001
It has proven very difficult to make enough money from selling simple applications to SMEs. Larger clients would be needed to make these services profitable and achieve important economies of scale. […] ASPs that cannot penetrate large companies will have difficulties to survive.
What happened

Half of this is exactly what happened: Salesforce, Workday and ServiceNow all became large by moving upmarket into the Fortune 500. The other half is wrong. The SME long tail became one of the most profitable segments in software once the cost of selling to it collapsed to almost nothing: self-service sign-up, free tiers, product-led growth. Shopify, Xero, Intuit and Zoho are businesses built on the customers my interviewees said could not be served profitably. The assumption that failed was not about SMEs' willingness to pay but about the cost of a sales call.

16. Established vendors and consultancies would matter more than start-ups

Half right
What I wrote in 2001
The most important effect will be that software providers and consultants with outsourcing capabilities will have an even bigger role in the development of ASPs. […] Small companies cannot offer this kind of experiment particularly after the dotcom burst and the scarce venture capitalist money to unproven businesses.
What happened

The incumbents did take a very large share of the eventual market, and the big consultancies became the implementation partners of every major SaaS vendor rather than its victims. But the category was defined by start-ups: Salesforce, NetSuite, WebEx, Concur, Workday, ServiceNow, Shopify, Zoom. Venture money did not stay scarce for long. I over-weighted the network advantage of large firms and under-weighted how quickly a start-up with a better architecture could build its own network.

17. Microsoft's .NET would take ASP ideas to the masses "regardless of whether it is successful"

Half right
What I wrote in 2001
Microsoft's .NET initiative regardless of whether it is successful or not, will take some of the ASP ideas to the masses. […] The failure or success of the .NET initiative will provide some first hand exposure to ASP related concepts to decision makers (through home use for example) and this may influence their opinions when taking corporate decisions.
What happened

.NET as a consumer web-services platform failed (the "Hailstorm" services were dropped in 2002). But the mechanism was right: decision makers learned to trust software-over-the-network at home first, through Hotmail, Gmail, iTunes and later Dropbox, and carried that comfort into the office. Microsoft eventually delivered the vision through Office 365 (2011), a decade later than the sentence implied, and today counts over 30 million paid Microsoft 365 Copilot seats.

Wrong

18. There was no prestige in it: "a company will not gain or lose prestige for outsourcing its IT"

Wrong
What I wrote in 2001
Traditional IT outsourcing and in principle ASPs do not generally carry any connotations of prestige. A company will not gain or lose prestige for outsourcing its IT operation. […] This seems to be an important limiting factor in the adoption of ASPs by imitation forces.
What happened

Within a decade, "cloud-first" was a badge that CIOs put on conference slides and boards put in annual reports. Netflix's public migration to AWS between 2008 and 2016 did for cloud what I said Kodak had done for outsourcing in 1989: it "authenticated the marketplace". Salesforce's entire early marketing was built on making the alternative look old-fashioned. Imitation and prestige turned out to be among the strongest forces in the whole story, and I had written them off.

19. The failure was mostly a business and social problem; technology was a footnote

Wrong
What I wrote in 2001
Technical problems with data conversion and data transfer, problems with more or less serious security glitches and software bugs are all sources of complexity. However, this research clearly identifies the three main sources of initially ignored complexities in ASPs as being the most important problems affecting the diffusion of the model.
What happened

The three problems I named (customisation, contracts, revenue) were real, but the things that actually unlocked the market were technical and I barely mentioned them: broadband replacing dial-up and leased lines, the browser becoming a real application interface (AJAX, 2005), multi-tenant metadata-driven architectures, virtualisation and commodity data centres. In 2001 "bandwidth" appeared once, in my interview questionnaire. Seen from an information-systems department, everything looked like a social phenomenon. Some of it was engineering.

20. "ASPs are more of an evolution of IT outsourcing than a revolution"

Wrong
What I wrote in 2001
ASPs are more of an evolution of IT outsourcing rather than a revolution, [which] gives this innovation a smaller public profile.
What happened

This was the consensus in 2001 and it was the framing mistake of the whole industry, including me. ASPs were bolted onto the outsourcing story (Kodak, EDS, ten-year contracts, a retained IT department). What SaaS turned out to be was a change in how software is built, priced and bought, not a change in who runs the servers. The lineage that mattered was not Kodak-to-IBM in 1989; it was the web.

What I did not see coming at all

A. The pricing model would be the innovation

Not foreseen

The dissertation treats price as a detail of the SLA. In fact the subscription per seat per month, later joined by free tiers and usage-based pricing, was the mechanism that changed the buyer (from CIO to department head to individual user), the sales motion (from a relationship to a credit card) and the vendor's economics (from a licence sale to a lifetime value). The 2026 argument about whether AI agents break per-seat pricing is an argument about this, and I had no vocabulary for it in 2001.

B. The delivery model would become a platform

Not foreseen

I saw ASPs as a channel for someone else's software. Nobody I interviewed imagined that the hosted application would expose APIs, run third-party code and host a marketplace, and that the ecosystem would be the moat. Salesforce launched AppExchange in 2005 and its platform in 2007; by then "ASP" was a historical term.

C. Infrastructure itself would be rented, by the hour

Not foreseen

The "water from the reservoir" metaphor was about applications. The reservoir turned out to be computing itself. Every SaaS company after about 2008 was built on somebody else's rented infrastructure, which removed the capital cost that had killed the first-wave ASPs, who had all built their own data centres. Gartner's 2025 figure for IaaS alone is $212bn.

D. Users, not managers, would pull the model into companies

Not foreseen

My "user-focused perspective" meant managers actively searching for innovations. The actual users turned out to be employees signing up for Dropbox, Slack and Zoom with a personal email address and presenting IT with a fait accompli. Bottom-up adoption, not the boundary-spanning manager, was the diffusion channel that Rogers' framework and my interviewees both missed.

The 2026 twist: the same three mistakes are back

I am finishing this in the middle of a new fashion cycle. In December 2024 Microsoft's CEO said that SaaS applications as we know them would "collapse" in the agent era; in early 2026 software stocks sold off hard on the idea that AI agents would replace the applications businesses pay for per seat. Salesforce, the surviving first-wave ASP, now reports $800m of annual recurring revenue for its agent product and calls its unit of sale an "agentic work unit". The word has changed again.

Reading the 2001 text against 2026, the pattern is uncomfortable. The three hidden assumptions that sank the first ASPs are exactly the ones being made about agents: that the client will accept a standard, one-to-many agent without heavy customisation to its own data and processes; that a workable contract can be written for a service whose behaviour is not fully specified (the SLA problem, now a liability problem); and that the revenue model, per seat or per outcome, will pay for the infrastructure.

The dissertation's conclusion was that fashion setters had bought the ASP concept time to fix itself, and that an improved version would probably succeed once it had. I would make the same call about agents today, with the same caveat I wrote then: "whether new unexpected issues will emerge from upcoming innovations […] is uncertain at this stage."

What I would tell the 2001 version of me

You had the shape of it. The concept would survive its first companies, the simple things would go first, the specialists would do fine, the regulators would notice, and the big vendors would eventually get there. Three corrections. First, when the diagnosis is "clients want customisation", do not conclude that one-to-many is dead; conclude that the software has to be rebuilt so that customisation is configuration. Second, when a contract looks impossible to negotiate, ask whether it needs to be negotiated at all. Third, spend less time on the fashion setters and more time on the bandwidth.

And one observation I made in 2001 that I would leave exactly as it was: "Even this dissertation can be considered an opinion shaping tool and it was clearly treated as such by the ASP vendors that have been interviewed." Nothing about that has changed either.

Sources for the 2026 facts

  1. Cuadriello Rodríguez, J. (2001). Analysis of the Slow Adoption of Application Service Providers. MSc dissertation, Department of Information Systems, LSE. All 2001 quotations are from this text; IDC figures via Moran, N. (2001), Financial Times.
  2. Gartner press release, 19 November 2024: Worldwide public cloud end-user spending to total $723bn in 2025 (SaaS $299.1bn, IaaS $211.9bn, PaaS $208.6bn).
  3. Gartner press release, 9 February 2026: Sovereign cloud IaaS spending to total $80bn in 2026.
  4. Gartner via Channel Insider, July 2011: Worldwide SaaS revenue $10bn in 2010, $12.1bn in 2011.
  5. Salesforce, 25 February 2026: Fourth quarter and fiscal 2026 results (revenue $41.5bn; Agentforce ARR $800m).
  6. Microsoft, 29 July 2026: Fourth quarter fiscal 2026 results (Microsoft Cloud $59.3bn in the quarter; Azure over $100bn in the year; 30m+ Copilot seats).
  7. Wikipedia: USinternetworking (IPO April 1999, Chapter 11 January 2002, acquired by AT&T 2006).
  8. Webopedia: ASP Industry Consortium (founded May 1999, integrated into CompTIA 2001).
  9. WalkMe / SaaS Addict: origin of the term SaaS in the SIIA paper "Software as a Service: Strategic Backgrounder".
  10. McKinsey, May 2007: Delivering software as a service (why first-generation ASPs failed; multi-tenancy and bandwidth as enablers).
  11. Edicom: About us (founded 1995, Valencia; 1,000+ staff; 18,000+ clients; 85+ countries). Techwave Hungary: company history (HostLogic, SAP hosting since 2000, part of Techwave since 2016).
  12. Long Angle, Q1 2026: Software vs AI: the SaaSpocalypse examined (SEG SaaS Index down 25.7% year to date at 31 March 2026; Nadella's December 2024 remarks).