Saturday, June 18, 2022

Der Weltraum wird nie wieder derselbe sein. Und das ist auch gut so.

Bisher waren Satelliten relativ isolierte und isolierte Maschinen im Weltraum, die nur gelegentlich mit Weltraummüll und anderen Satelliten in Kontakt kamen. 


In den kommenden Jahren wird eine neue Generation von Satelliten gestartet werden und riesige Konstellationen bilden, die entlegenen Orten auf der ganzen Welt einen Hochgeschwindigkeits-Internetzugang ermöglichen werden. Immer mehr Satellitenkonstellationen, die aus Netzen von zehn- und hunderttausenden von miteinander verbundenen Satelliten bestehen, werden die untere Erdumlaufbahn (lower earth orbit, oder LEO) besetzen.




Quelle: popularmechanics.com


Das ehrgeizigste dieser Projekte ist Starlink von SpaceX, das bis Mitte der 2020er Jahre 12.000 Satelliten in Betrieb haben will. Wenn Starlink fertiggestellt ist, wird es die größte Satellitenkonstellation der Geschichte sein. Auch das Kuiper-Projekt von Amazon schreitet zügig voran und soll bis 2029 3.236 Satelliten ins All bringen. Und sowohl China als auch Europa arbeiten an ihren eigenen großen Konstellationen.


Diese Konstellationen und ihre Satelliten sind auf verschiedenen Bahnen positioniert, sind ständig mit Basisstationen und Empfängern auf der Erde verbunden, kommunizieren mit den anderen benachbarten Satelliten, sind ständig in Bewegung und manövrieren. 


Die Ausbreitung von Satelliten in der unteren Erdumlaufbahn stellt verglichen mit Netzen der ersten Generation wie Iridium einen Quantensprung dar. Wie man an der Nutzung im Krieg in der Ukraine sehen kann, hat sie bereits jetzt tiefgreifende Auswirkungen auf die Vernetzung und Kommunikationsfähigkeit der Gesellschaft.


All dies ist durch das unermüdliche Streben von SpaceX nach Senkung der Startkosten um Größenordnungen möglich geworden und hat sich in den Trägerraketen Falcon und Starship manifestiert. Dies hat bisher undenkbare Satellitenanwendungen geschaffen, die wiederum eine breite Palette neuer technischer Chancen in riesigem Maßstab hervorbringen.


Per aspera ad astra. 🚀🚀🚀


Space will never be the same. And that’s a good thing.

Until now satellites were relatively isolated and insulated machines, quietly orbiting in space, with only the occasional interaction with space debris and other satellites. 


In the coming years new generations of satellites will be launched forming vast constellations which will provide high-speed internet access to remote locations around the world. These  satellite constellations consist of networks of tens and hundreds of thousands of connected satellites which will occupy lower earth orbit (LEO).



Source: popularmechanics.com


The most ambitious of these projects is SpaceX' Starlink, which aims to deploy 12,000 satellites by the mid-2020s. When complete, it will be the largest satellite constellation in history. Amazon's Kuiper project is also moving ahead quickly with plans to launch 3,236 satellites by 2029. And China and Europe are both having designs for their own large-scale constellations.


These constellations and their satellites are injected into different orbital planes, constantly connecting to base stations and to receivers on the ground surface, communicating with other satellites, and always moving and maneuvering. 


The proliferation of lower earth orbit satellites is a step change compared to first generation networks like Iridium. Their profound impact on society’s connectedness can already be witnessed in the war in the Ukraine.


This all has been made possible by SpaceX's relentless drive to reduce launch cost by orders of magnitude using the Falcon and Starship launch vehicles. In turn, this has created previously unthinkable opportunities for satellites and a wide range of novel engineering opportunities at massive scale. 


Per aspera ad astra. 🚀🚀🚀

Monday, March 15, 2021

The Three SaaS Growth Qualities of Qualtrics

Qualtrics filed its  S-1 on December 28, 2020, and went public on January 28. The filing provides a good opportunity to showcase three key SaaS metrics: Revenue growth, the ‘Magic Number’ as a proxy for sales efficiency, and the ‘rule of 40’ as indicator of how fast-growing SaaS companies balance growth and profitability.

In fact, much has been written about the definitions of various metrics. There is broad consensus in the investment community that GAAP principles are not suitable for SaaS companies, and that a different set of metrics is needed to actually run a SaaS company and to benchmark performance against a peer group of competitors on a quarterly and annual basis. 

It is important to note that no definition is ‘better’ than the other but it rather matters to pick one definition and execute against it. Scale Venture Partners in Silicon Valley has probably most extensively used, benchmarked, and written about SaaS metrics, and they have defined ‘Four Vital Signs of SaaS’


30+% year on year revenue growth





Revenues increased by 39% between 2017 and 2018 in the run-up to the planned 2018 IPO, 47% between 2018 and 2019 in the first year after the SAP acquisition, and 31% between 2019 and 2020 for the first 9 months where the second and third quarter of 2020 were fully affected by the uncertainties brought on by the Coronavirus.

This compares to 17% revenue growth at Medallia and 20% revenue growth at Surveymonkey, Qualtrics’ two main competitors, based on data from the BVP Nasdaq Emerging Cloud Index.

The share of international revenues steadily increased from 23% in 2018 to 26% in 2019 and to 28% in the first nine months of 2020. 


Magic Number >1 is a proxy for sales efficiency





For a recurring revenue business, the most intuitive way to measure the ‘Magic Number’ is by dividing the New ARR for the quarter by the fully-loaded Sales & Marketing spend for the previous quarter. A Magic Number greater than 1x tends to be a compelling business investment, and a sample of public SaaS company benchmarks can be found here. 

Public companies don’t report ARR, but Scale has found a nifty way to approximate new ARR by multiplying the intra-quarter difference in GAAP subscription revenue by 4 to annualize it.

Qualtrics’ has generated steady annualized ARR growth of about $35 million in each quarter. The net retention rate (NRR) has consistently been above 120% in each of the past eight quarters.

Applying this math to Qualtrics results in a Magic Number of 1.0 in 2019, and 0.9 for the last seven quarters. 

There are lots of reasons why this metric is way too simple, and some important assumptions have to be made around the revenue accounting* and the sales and marketing expenses**. But as Scale Venture notes: ‘However the Magic Number has one redeeming virtue that in our view outweighs all the negatives. Because it is a GAAP based number it is freely available for all public companies and it is comparable between companies’.


Rule of 40





SaaS management teams are often driving towards either rapid growth or increased profitability, and the Rule of 40 has become a construct for framing the balance of these two phenomena. The Rule of 40 (‘Ro40’ or ‘efficiency score’) states that, at scale, a company's revenue growth rate plus profitability margin should be equal to or greater than 40%.

A ten-year look at the data shows that the Ro40 has remained quite consistent among public SaaS companies, suggesting that the measure is a useful barometer of the balance between a business' expansion and profitability, and by extension, the general sustainability of company performance over longer intervals of time.

In 2019 Qualtrics clocked 47% revenue growth at a negative -4% FCF margin to yield a 43% efficiency score. This was slightly down from 2018 50% efficiency score based on 39% revenue growth and 11% FCF margin. During the first nine months of 2020 revenue growth slowed to 31% and the FCF margin dropped to -13% to yield a 18% efficiency score. 
Medallia is sporting a 14% efficiency score and 17% and SurveyMonkey 34% based on data from the BVP Nasdaq Emerging Cloud Index .

_______________________________________________________________________

* Qualtrics’ professional services were included in the Magic Number calculation. They are comprised of research services, implementation services, and engineering services. They are non-recurring and account for approximately 25% of total revenues. Qualtrics’ professional services typically increase proportionally to subscription revenues and account for approximately a quarter of total revenues, but took a downturn in 2020.

** Sales & marketing expenses: Qualtrics had significant stock based compensation expenses and amortization expenses in 2019 and 2020 which have been stripped out. Sales & marketing expenses generally increase sequentially primarily due to headcount growth in connection with the expansion of the business, and small bumps in those expenses have been smoothed out.

2020 Was a Great Year For SaaS Valuations And Exits. For Pre-Seed And Seed Stage Companies, Not So Much.

 2019 had seen more than half a dozen IPOs in B2B SaaS such as Medallia, Cloudflare, Dynatrace, Slack, Fastly, Zoom and Pagerduty. And while the markets ended on an historically all time high, the stock price of most of these companies had performed far worse than any index by year end. The outlook for 2020 was cloudy. 

Credit: BVP Nasdaq Emerging Cloud Index


It all turned out completely different, and 2020 ended on yet another all time high: The Dow Jones ended up 10.6% (from 28868.8 to 30606.5), the Nasdaq up 41.8% (from 9092 to 12,888), and the BP/Nasdaq Emerging Cloud Index EMCLOUD more than doubled at 105.5% (from 1231.6 to 2530.88).

The Coronavirus struck and on March 12 the financial markets had the worst drop since 1987. IPOs seemed to be off for the rest of the year. There was talk of down rounds, ratchets and other potions from the poison cabinet of venture deal terms.

Yet the markets also quickly adjusted to where things were headed: Zoom became worth more than Uber on March 19. And Zoom wasn’t the only beneficiary. Services like Peloton and Doordash saw massive increases in usage and customers.

Record new levels were reached in late July, and with it talk of IPOs came back. And it wasn’t only IPOs: The direct listings pioneered by Spotify and Slack saw wider use and a previously scarcely known financing vehicle called SPAC suddenly became the next new thing. Going public again was an option for high growth SaaS companies and by the end of September unicorn SaaS companies such as Asana, Snowflake, Unity, JFrog and Palantir were publicly traded entities. On the flipside, multiples of slower growth SaaS companies suffered. As the year came to an end it was off to the races as retail investors piled into the most attractive stocks and the  forward revenue multiples seemed like an anachronistic benchmark. 

The US unicorn population continued to increase and the total value of these unicorns hit record highs. Venture growth investments reached an all time high in 2020 and later stage deal sizes surged. Simple math showed that providing private growth funding to private unicorns was attractive at even elevated valuation levels. 

The picture was quite different at the early venture stages.Seed stage deals declined in terms of US$ and number of deals. Taking the  Band of Angels as a proxy for pre-seed and seed investing, the number of investments in 2020 decreased by a third. Seed stage deal sizes remained fairly constant at a median seed stage deal of $3 million compared to $0.8 million at the end of 2014. These large seed stage deals have led to a proliferation of seed funds and the emergence of pre-seed funds. According to Pitchbook, there were 1,162 venture funds focused on Seed in 2019 and only 126 focused on Pre-seed. 


Will the success of the 2020 exits trickle down to pre-seed investing in 2021?

The largest SaaS exits for German startups and investors in 2020

The attractiveness of an ecosystem is driven by the investors ability to achieve liquidity for their investments, and for stock owning employees to get a return on the risk of joining a startup. In the majority of the cases this is through M&A, and in some cases through going public in the form of IPOs, SPACs, or direct listings. 


Source: pxhere.com


Here are the largest 2020 SaaS exits of German companies and for German investors. 

  • $1.5 billion: The valuation of Estonian based Pipedrive after Vista Equity Partners acquired a majority stake. Berlin based Paua Ventures was the Series A investor in this leading CRM provider.

  • €700 million: transaction value of the Thinkproject acquisition by private equity firm EQT. Thinkproject is a Munich based provider of Construction Intelligence Software and was founded in 2000. TA Associates invested in a prior private equity round in 2017 and now sold a majority stake to EQT.

  • $500 million: Instana was acquired by IBM in November for an estimated $400 million purchase price plus a $100 million earn out. Instana provides Application Performance Management with a special focus on observability. Instana was founded in Germany in 2015, and Target Partners was a Series A investor.

  • $360 million: Avira was acquired by Norton Lifelock in December. Avira had just been acquired by Investcorp for $180 million in April. This provider of antivirus software is based in Tettnang, Germany.

  • €200 million: Exasol, an analytics database provider based in Nuremberg, went public on the Frankfurt stock exchange in May. Mountain Partners was an early investor. More on Exasol here.

  • €136.5 million: Ubimax, an AR solutions provider for wearables, was acquired by Teamviewer in July. Westcott LLC and Fielmann Ventures were the main investors.

There are several large IPO candidates in the pipeline for 2021: UiPath where Munich based Earlybird was the first investor, and Munich based Celonis where Accel and 83North were early investors.

Wann wird es in Deutschland zehn SaaS Einhornstartups geben?

In den USA gibt es heute hunderte von B2B SaaS Unternehmen mit mehr als 100 Millionen US-Dollar Umsatz. Der BVP Nasdaq Emerging Cloud Index führt mehr als 50 Unternehmen mit einem Wert von über einer Milliarde US-Dollar auf, und es sind hundert weitere private Einhörner in der Pipeline. Wie steht es um die deutschen SaaS-Unternehmen?


Quelle: Pixabay


Teamviewer war das erste SaaS Einhorn, das 2019 an die Börse ging, und wird jetzt mit einer Marktkapitalisierung von 8,9 Milliarden Euro gehandelt. Noch beeindruckender ist, dass eine EBITDA-Marge von 55% und eine Umsatzrendite von 15% im dritten Quartal 2020 zusammen einen Effizienzwert von 70% ergeben, der weit über der Bessemer Regel von 40 und dem Mittelwert von 35% aller in den USA gelisteten SaaS-Unternehmen liegt. Teamviewer beweist mit dem Kauf von Ubimax auch die Bedeutung von börsennotierten Unternehmen für das Ökosystem.

In Deutschland gibt es drei privat finanzierte SaaS-Einhörner: Celonis, Sennder und Contentful. Tricentis aus Österreich muss hinzugefügt werden, wenn der Geltungsbereich auf alle deutschsprachigen Länder ausgedehnt wird.

Weitere sieben private SaaS Unternehmen haben einen Wert zwischen 300 und 500 Millionen US-Dollar (die vollständige Liste der zehn besten SaaS-Unternehmen ist hier zu finden).

Thinkproject, ein in München ansässiger und im Jahre 2000 gegründeter Anbieter von Construction Intelligence Software im Bau- und Ingenieurwesen, verkaufte eine Mehrheitsbeteiligung an die Private-Equity-Gesellschaft EQT zu einem geschätzten Transaktionswert von 700 Millionen Euro.

Exasol, ein Unternehmen für Analytics-Datenbanken aus Nürnerg, wurde ebenfalls im Jahr 2000 gegründet. Exasol ging im Mai mit einer Marktkapitalisierung von 200 Millionen Euro an die Börse und notierte zum Jahresende bei 647 Millionen Euro. Exasol erzielte 2019 einen Umsatz von 21,6 Millionen Euro und verzeichnete im dritten Quartal 2020 ein 35% Wachstum der jährlich wiederkehrenden Umsätze (ARR) gegenüber dem Vorjahr. Dieses Wachstum liegt aber weit unter den beobachteten 75% für Einhörner dieser Umsatzgröße. Da das EBITDA leicht negativ ist, lag der geschätzte Effizienzwert wahrscheinlich bei 30% und damit deutlich unter der ‘Rule of 40’.

Alle Startups in der Einhornpipeline haben in letzter Zeit beträchtliches Wachstumskapital aufgebracht, und es ist unwahrscheinlich, dass sie mit mehr Kapital kurzfristig noch schneller wachsen könnten. Wie ein Blick auf B2C-Startups zeigt stehen im Markt jedenfalls ausreichend Mittel für weiteres Wachstum zur Verfügung: B2C Fintech N26 schloss eine Series D in Höhe von 570 Millionen US-Dollar ab, und das E-Scooter-Startup Tier Mobility eine Series C in Höhe von 250 Millionen US-Dollar. Zudem wurde im Bundestag im November ein neuer Zukunftsfonds in Höhe von 10 Milliarden Euro beschlossen, um Startups in den nächsten zehn Jahren zu unterstützen.

SaaS-Einhörner haben in der Vergangenheit durchschnittlich 8,5 Jahre gebraucht, um von 1 auf 100 Millionen US-Dollar ARR zu wachsen. Wenn man sich die jetzige Einhornpipeline unter diesem Gesichtspunkt anschaut wird es also mindestens drei Jahre dauern bis es in Deutschland 10 SaaS Einhörner gibt, und auch nur wenn man annimmt, dass jedes Startup perfekt exekutiert.

There were four SaaS Unicorns in Germany in 2020 - how long will it take to get to 10?

There are 100+ B2B SaaS companies in the US today. The BVP Nasdaq Emerging Cloud Index lists more than 50 companies with valuations in excess of $1 billion, and there are many more private unicorns in the pipeline. How do German SaaS companies compare?

Image: Pixabay


Teamviewer was the first SaaS unicorn to go public in 2019 and are now trading at a €8.9 billion market cap. Even more impressive, a 55% EBITDA margin and 15% revenue CAGR in Q3/2020 combine to a 70%  Efficiency Score, far exceeding the Bessemer rule of 40 and the median score of 35% across all US listed SaaS companies. Teamviewer also shows the importance of publicly traded companies for the ecosystem when they acquired Ubimax.


There are three privately funded SaaS unicorns in Germany: Celonis, Sennder and Contentful. Tricentis from Austria needs to be added if the scope is extended to all German speaking countries.


Another seven private SaaS companies are valued at between $300 million and $500 million (the complete list of the top ten SaaS companies can be found here).


Thinkproject, a Munich based provider of Construction intelligence software founded in 2000, sold a majority stake to private equity firm EQT at an estimated €700 million transaction value.


Exasol, an analytics database company from Nuremberg, was also founded in 2000. Exasol went public at a market cap of €200 million in May and ended up trading at €647 million (close to $800 million) at year end. Exasol generated €21.6 million in revenues in 2019 and posted a 35% year-on-year ARR growth in Q3/2020. This growth is far less than the observed 75% for unicorns at that revenue mark. Since EBITDA is slightly negative the estimated Efficiency Score was likely around 30%, significantly below the rule of 40.  


It seems unlikely that the startups in the pipeline can grow even faster. All of them raised significant growth capital recently, and there is ample funding available in the market as recent funding rounds for B2C startups demonstrate. B2C fintech N26 raised a $570 million Series D and e-scooter startup Tier Mobility a $250 million Series C. And in November a new €10 billion (around $12 billion) state fund was announced to back German startups over the next ten years, with a view to attracting an additional €20 billion in private VC investment. 


In the past decade it has taken SaaS unicorns an average of 8.5 years to grow from $1 million to $100 million in ARR. It will take at least three years for there to be 10 SaaS unicorns in Germany assuming that every single startup in the pipeline executes flawlessly.