On average, four private companies valued more than one billion dollars were born per year in the 2000’s. By 2012, there were about thirty such “unicorns”, a term first used by Aileen Lee of Cowboy Ventures, a seed-stage venture fund. Today, Crunchbase lists 261 members of the unicorn club, including 49 which were added in 2016. The number of unicorns is skyrocketing due to the current market conditions and because investors believe that these businesses are going to change the world and, above all, provide them with a large ROI.

After combining data from three different databases[1], and excluding individuals such as Angels, we identified 298 companies from diverse types that have bet on, at least, one unicorn company, three fourth of them having been founded after the 1990s. Unsurprisingly, Private Equity funds (which include both Venture Capital funds and Private Equity funds) represented the largest group, and accounted for 65% of all unicorn investors. Corporate Venture Capital funds came in second at 17% and were followed by banks, insurance companies, governments, incubators, pension funds, angels’ groups, and others. The “unicorn hunter” with the most unicorns in its portfolio was the US-based Tiger Global Management, which held stakes in more than 30 unicorns.

Who are the originators of this new phenomenon? What is the profile of the investors who have contributed to establish these “super-companies” which, for most of them, do not make any dollar of profit?

Geography

More than half of unicorns are based in the United States and more than a quarter of them are in China. The geographic dispersion of investors is relatively similar: two thirds of the investors referenced above are headquartered in the US, followed by China and Hong-Kong (15%), the United Kingdom (3.4%), Germany and Japan (2.0% and 1.7%, respectively).

The significant share of the United States in this ranking can be explained by the history of Venture Capital. Contrary to Europe and Asia, the US did not suffer from massive destruction during World War II: considered as the big winner, the US came out strengthened of the conflict. The unemployment dropped and the country got out of the Great Depression, while the rise of prestigious universities like the MIT, Stanford or Harvard was combined with enormous defense-related government spending during the Cold War to foster the development of innovative projects that required considerable amount of financing.

It was a Harvard professor, Georges Doriot, who created in 1946 the first investment fund to invest in young and risky companies: the American Research and Development Corporation. This marked the birth of the Venture Capital market in the US, and it was nearly 30 years later that the VC industry began to develop in Europe during the 70’s. Around the same time, the creation of the NASDAQ in 1971 created another new mechanism for American technology companies to raise large amounts of capital, which further emphasized the domination of the US in the field of new technologies.

Within the US, two states distinguish themselves: California is first-ranked with 45% of the US investors followed by the state of New York which represents 21% of American unicorn investors. Silicon Valley alone, and notably San Francisco, gathers five of the ten best unicorn hunters.

Role

The financing rounds required to support Unicorns are often extremely large, often in hundreds of millions of dollars if not a billion or more dollars. There are very few investors that can write checks of that size on their own, so the sheer size of these rounds often requires a large number of investors to participate. In most cases, there is only one lead investor for a given round, although there are some cases in which 2–3 investors co-lead a round. Regardless, the number of “follow-on” investors involved in a given round is often much higher than the number of lead investors. The average number of financing rounds led by an individual Unicorn investor is less than 1 out of 3 of all the deals that they’ve invested in.

In addition, there is a low correlation between the frequency of investment (i.e. the number of deals closed by year) and the number of invested unicorns: being an “active” investor does not seem enough to catch the stars!

Sector

The average number of unicorns a given investor is likely to support is lower for industry-focused investors, or other funds with narrow investment focuses, than for general-purpose investors. In fact, three fourths of the unicorn investors have a general-purpose investment strategy. However, most of the unicorns have emerged from a limited number of sectors, namely software and consumer internet, followed by e-commerce, financial services, healthcare and transportation.

To conclude, maximizing your chances to bet on unicorns means to:

  • Be a Private Equity fund with a focus on investing in venture-stage companies
  • Have been founded after 1990
  • Be based in California
  • Be a follower, or “passive”, investor
  • Have a general-purpose investment strategy
  • Invest mostly in USA and China.

[1] Crunchbase, CB Insights and Thomson One Banker

The Grid is becoming smarter, but is that enough for incumbent energy operators and utilities to meet the new challenges they are facing?

Smart grids are energy networks that can automatically monitor energy flows and adjust to changes in energy supply and demand accordingly. We all see nowadays a wide-spread use of the words “smart grid” or “edge grid”, also outside the energy community strictly speaking. Also, huge investments are expected: analysts and think tanks are debating about the latest projections — recent World Economic Forum report speaks about $2.4 trillion value created by innovation in the electricity industry over the next decade. So how did we get to that point?

Solar and Wind

About 10 years ago, the cost of electricity generated by sun rays hitting polysilicon crystals was approximately $500/MWh. Today the same electricity costs about $50/MWh (and in some cases less[1]), and the cost of wind energy has followed a similar path. The sharp reduction in the cost of the renewable generation has strengthened its position as a credible alternative to traditional sources (especially gas and coal). Even after the end of generous incentives programs, the result today is that most of the new installed capacity, at least in developed countries, is Renewable (see this nice article about “solar singularity” by Greentech Media).

That wouldn’t impact the grid that much, if not for one main reason: intermittency. Solar and Wind are not “dispatching sources”, or in other words are not “programmable”: you cannot say to the Sun <<shine!>> and to the Wind <<blow!>>. The immediate result of that intermittency is that the electricity grid now doesn’t know in advance where the energy will be produced, or how much, and that’s an enormous challenge for grid operators.

Distribution of energy generation

Not only energy generation has become cheaper through renewables, but it has also become increasingly distributed on a scale that never existed before. Now, in some countries, the electricity needed to run a washing machine or watch TV can be produced on your roof at the same cost (or cheaper in some cases) than the electricity you can buy from the grid.

While this is convenient for the clients it adds a second challenge for the grid and the operators: we are moving from a network structured around centralized production plants to a network of many disparate sources.

Energy storage

Historically, there has not been any obvious ways to accumulate energy produced. As a result, massive quantity of renewable electricity enters the grid, outnumbering the demand (especially at night, when wind blows the most and the demand is the lowest). As the value of electricity is typically set by tradeoff between demand and supply, negative prices are being observed with increasing frequency, or energy is exported from countries with excess of renewable production (Germany for instance) at very cheap prices. Fortunately, also thanks to the massive volume expected from automotive applications, Li-ion batteries are now less than $230/kWh (McKinsey study, 2017[2]) compared to $1000/kWh 5 years ago. Now renewable asset owners have increasingly the choice of trading the electricity they produce (i.e. deciding whether to store, consume or sell), again adding another challenge to grid operators and incumbents: the energy produced will not necessarily be entering the grid immediately as we have the option to store it within batteries.

Major new dynamics such as A/ affordable renewable generation, increasingly distributed on a large scale, B/new energy exchanges and trading opportunities, C/ hard time to predict demand and offer and their topography, are creating massive challenges to incumbents. Is the “smart grid” enough to cope with all that?

Smart meters were only the start

Historically, utilities have generated and monitored quite some data from their production assets, the substations at both low and mid/high voltage level, and to some extent at the point of consumption. But now, many scattered production assets belong to customers, and monitoring only traditional assets is not enough. Hence why, for a few years now, utilities have seen the interest to deploy “smart” meters to learn more about customers’ behavior, both from demand and production points of view.

While smart meters are considered entering the mass market (see chart above) many more connected devices are beginning to be deployed by early adopters. The new devices are no longer limited to consumption-related devices, with rooftop solar and behind-the-meter battery storage both generating “production” related data. Information is increasingly more accessible and transparent to any player, even outside the traditional energy value chain, including end users and consumers.

Utilities are finally learning that it is not just about being able to deploy and read smart meters. In fact, the complexity that has stacked up on the energy ecosystem is far greater to be dealt with only with smart meters.

Utilities are expected to respond with massive IoT and data-related investments

In 2017, IDC predicts[3] that utility investments into smart grid technologies will represent $56Bn of the $66Bn IoT investments they are expected to make this year. Three major use cases are likely to drive such investments[4]: smart meters, distributed generation and demand response. The investments will be mostly directed at solving short term pain points utilities are facing and will try to leverage as much as possible the data generated.

Having said that, many difficult questions remain: who is to finance the capital investments needed to maintain and upgrade the grid now that the value of the energy in transit is decreasing? What is the right balance between operational cost savings, system stability and reliability on the one hand, and revenue and margin improvement on the other hand?

One thing however is clear: whoever doesn’t take advantage of the massive data generated will be left behind. A 2016 Bain & Co study suggested a doubling or tripling the average number of variables taken into consideration to build a model predicting power outages, for instance, will improve the accuracy of events predicted by 2–3X. In turn, this will reduce the cost and the negative impact on customers from dealing with such outages by an equivalent proportion. If you consider more data in dealing with your business problems, you will have a quantifiable positive impact on your ROI. And the smarter you are about getting value out of data, the higher will be your ROI.

Troubles ahead for incumbents and role of innovative startup companies

As massive new investments from utilities and incumbents are focusing on deploying sensors (including smart meters) everywhere and supporting renewable generation capacity, we see a fundamental flaw in this approach: it doesn’t consider the customers’ needs as the main focus.

Failing to address customer centricity could be life threatening for utilities and incumbent players in the future. On the one hand, they enjoy increasing limited barrier at the entry and on the other hand, customers have a deeper awareness about the choices they have. To understand customers’ needs better, utilities and incumbent operators must master data analytics and switch their approach from looking inward to outward. This is no small task, but the good news is that many startups can offer inspiration.

Inspiring startups

Startup companies are disrupting the entire energy value chain. Some are taking advantage of new revenue streams available from flexibility options[5], such as KiwiPowerUpsideEnergy in the UK, or Restore in Belgium. Others are playing a pivotal role to build a new form of “collaborative” or “social” utility such as Sonnen or Lumenaza in Germany where individuals are exchanging the energy produced by their local distributed energy asset (solar PV especially). Finally, “independent energy retailers” are focusing on serving the final customer. Examples include FirstUtility in the UK, Lichtblick in Germany, or DirectEnergie and Ekwateur (an Aster portfolio company) in France. These companies are experiencing dramatic growth and are beginning to have a visible impact on major utilities’ market shares and, in turn, their P&Ls.

However, startup companies are also supporting incumbents to become smarter “customer oriented” players. Some are focusing purely on making data available, for instance to make it simple for utilities to publish data. This can include making it available through APIs as well as building applications which leverage the data. One such company in Aster’s portfolio is Opendatasoft. Others like Germany-based Thermondo are revolutionizing the sales process based on pure automation and data driven insights. They are currently focused on heating systems but plan to add solar PV soon, Other startups, such as Enbala in the US , Greencom Networks and Younicos (recently sold to Aggreko for $52m) in Germany, are positioned as providers of solutions that help utilities to tap into new revenues opportunities generate by an optimized electricity grid (Transactive Energy paradigm[6]).

Conclusion

We predict challenging times for incumbent players for the foreseeable future. However, some are learning the hard way and are taking action sooner through investing or partnering directly or indirectly with startups.

In the future, markets will be far more open and liberalized, the cost of producing electricity from renewables could possibly approach zero, and the value of existing traditional assets will need to be mostly written off. The survivors, whether incumbents or new entrants, will be the ones that master customer relationships and deliver valuable services through a deep understanding of customer’s needs. This will go mostly through mastering data collection and analytics.

In the meantime, the smart grid must serve new needs. The role of delivering high power to energy intense industries, integrating new utility-scale distributed generation facilities, and as well as complementing self-consumption for commercial and especially residential users will all need to be accomplished simultaneously.

Utilities and incumbent players will need to increase internal efficiency to face times of increasingly volatile supply and demand patterns with far more intelligence than they seem to have today. The reward will be substantial for those that are able to accomplish that and could probably make utilities survive for the next decade — maybe, until radical new paradigm changes might appear such as for instance the energy blockchain.

[1] https://www.lazard.com/perspective/levelized-cost-of-energy-analysis-100/

[2] This is in fact an average, as stationary batteries tend to be more expensive (in the range of 300$/kWh) while mobile application batteries are in general cheaper (around $150/kWh) : http://www.mckinsey.com/global-themes/digital-disruption/harnessing-automation-for-a-future-that-works

[3]http://www.businesswire.com/news/home/20170614005185/en/Worldwide-Spending-Internet-Things-Forecast-React-1.4

[4] IDC, Gartner, BCG; data are from 2016.

[5] Demand Side Management, Demand Response.

[6] http://www.gridwiseac.org/pdfs/te_framework_report_pnnl-22946.pdf

Aster Capital recently led the €2m Series A round of ekWateur, alongside BNB Paribas Développement and Bouygues Telecom Initiatives. Founded in November 2015 with the ambition to become a key energy retail player in France, the company provides an innovative and truly seamless customer experience in a collaborative environment, while offering a 100% green energy at a competitive price. The company also has an ambitious and clear vision for energy services development to complement its energy retail business.

Following the initial commercial launch in September 2016, ekWateur Q4 2016 achievements are impressive. The company already provides green energy to more than 4,000 clients, including a contract with French Procurement Department (DAE) for the supply of 2,600 public sites over 3 years, and its portfolio is experiencing a triple-digit month-over-month growth.

Why do we at Aster believe in ekWateur’s capacity to become a key player in the and competitive French energy retail market? How could the company establish itself as a relevant player alongside EDF, Direct-Energie, and other alternative retailers in the near future?

1. A fast-changing energy retail market in France

Despite deregulation of the residential energy retail market in France in 2007, market concentration remains much higher in France than in other European countries. 4 to 6 players are fiercely competing for the domestic UK, Belgian or German market for instance. Those markets used to be geographically fragmented (linked to network ownership of various companies per region before liberalization) and each historical regional leader now capture approx. 10-25% of the customer base. While EDF still holds a strong position in France (related to the historical national monopoly of the company – a key difference vs. other European countries), the French market is bound to follow its neighbors’ de-concentration trend as customers get educated and competition increases.

In addition to deregulation, a couple of drivers impacting end-customers and potential new entrants will further foster market fragmentation in the years to come:

  • First, Regulated Tariffs have been steadily increasing since 2007 (+2-5% p.a.), which has induced end-customers to look around for alternative / cheaper offers. Price remains the primary reason for customer churn. Subsequently, relevance of green offerings is gaining momentum for a growing number of customers;
  • Second, a set of financial and regulatory incentives is creating favorable conditions for the emergence of alternative offers (e.g., sharing of bad-payers’ costs across the value chain, ENEDIS subsidies for small retailers, etc.)

At Aster, we dedicate a lot of effort to identifying, meeting with and selecting the startups which seem to us to be the most promising, with the necessary strengths and talented teams as well as the ability to adapt, pivot and magnify their company’s technological and commercial potential. But we also feel that success is driven by vectors of transformation and disruption of markets, which act as catalysts for sector trends. These forces that often operate on certain markets and these breakthroughs that are often a result of the efforts of young companies can affect all sectors, including so-called traditional sectors in manufacturing and infrastructure like water, energy, transport, materials, food and construction. We believe ekWateur is a clear example of such transformation in the energy retail market in France.

2. A truly innovative new player on the market

ekWateur web platform, used for subscription and account management, is unique on the market and has been successfully designed and developed by the founding team to provide a UX in line with telecom / internet standards. Prospect customers can easily upload their energy bill on ekWateur website. From this, the platform would automatically pre-fill all the customer information (contact details, PDL/PCE numbers, etc.) and perform an estimation of the potential savings achieved with ekWateur vs. current energy provider. Beyond green energy offering at a lower price, this allows incredibly quick and seamless subscription process for customers. In addition, we are excited by the company’s ambition to create a truly collaborative customer base and by its roadmap for services development and commercialization starting in 2017.

Last but not least, the entire Aster team have been impressed by the capacity of the founders to quickly develop ekWateur offer, to gather a strong and committed development team and to constantly adjust to fast-moving market conditions (e.g., evolution of market prices, impact of EDF nuclear plant closure, etc.). We are excited to team up with Julien and Jonathan and are opening the full spectrum of our resources to help the company grow and lead the way towards a cheaper and greener energy supply for individuals in France.

Congratulations Julien and Jonathan for what you have been able to accomplish so far. We look forward to joining forces to make ekWateur an incredible success!

A favorable demographic and legislative backdrop for emerging innovations in the field of accessibility

Prospects opened up by advances in geolocation

Our French entrepreneurs, most of whom are young, are bursting with ideas for improving accessibility in daily life. We would like these initiatives to achieve sufficient critical mass for their viability and their profitability — possibly with the support of mobility stakeholders — so that public transportation is not just mass transportation, but rather transportation for all.
  • Fragmentation on both sides of the platform: the average carrier company in Europe or in the US owns 3 trucks, and the number of companies that use freight services at least one time a year is huge.
  • An inefficient market: the load factor in the logistics sector (the average load of trucks / capacity) is lower than 70%. Launching an UberPool service for trucks is one way to solve that.
  • A global problem/opportunity. And a growing problem, as the road logistics industry is expected to triple by 2050, especially driven by the growth in emerging markets who face a lack of sea/air/rail infrastructure.
  • For B2B companies, an instant service at the best price is not the primary driver. The primary driver is to be able to plan the delivery of goods at a defined price, and to be sure that the goods will safely arrive on time. I can wait for an Uber, but an industrial company cannot stop the production line because the missing parts were waiting for the end of the surge-pricing period before being shipped to maintain margins.
  • As recently confirmed by the founders of Palleter (a European Uber for trucks) in an insightful Medium post, truck drivers’ priority is to deliver goods on-time, not to increase capacity factors. It makes sense at the system level for drivers to pick up extra loads to generate extra revenues, but few drivers really want to do so because the risk of disturbing their operations (e.g. delaying delivery, requiring repacking of the truck) is higher than the reward.

Don’t get us wrong: there IS opportunity for “Uber for trucking” startups

How technology will affect the logistics value chain

Who is leading the transformation in logistics?

Drivers: fall of renewables and energy storage costs, ubiquitous digital capabilities

Energy Communities

Impact on the Energy value chain

An example of a product by the Atlantium Technologies company, which aims to provide industry and municipalities with safe and sustainable water treatment solutions. The company has designed an innovative solution based on UV (ultra violet) disinfection, fiber-optics and hydraulics. It takes water safety to levels never before achieved with other UV systems or without chemicals. Aster first invested in 2013.

Disruptions will be in technologies AND in the business models

The missing link is still finance

Despite some inevitable failures, water remains attractive for business, and a sector that requires greater attention. Tremendous challenges are still ahead of us. Was it not the World Economic Forum in Davos which concluded that: “Water crises […] the greatest risk facing the global economy, outweighing the spread of infectious diseases, interstate conflict, energy price shocks and fiscal crises”? Hence, the challenges are not only about meeting the UN Sustainable Development Goals, water is also a significant and substantial issue for the industry, the utilities, and we can add the cities, the consumers, etc.

The Nuclear Paradox

Why now?

There is already a potential to create a new Direct-Energie every year”

2. Financial incentives for smaller players facilitate emergence of new offers

  • Bad-payers” costs — These costs are now partially supported by both energy retailers and distributors (vs. historically 100% supported by retailers)
  • Access to ARENH energy — Any retailer can have access to EDF nuclear energy at a fixed price of €42/MWh. This allows small retailers to hedge against market Spot price increase, which can show strong volatility (related to operating status of EDF nuclear plants or winter temperatures for instance). Used cleverly, the ARENH scheme provides a real security of supply for small retailers until they reach a critical size of approx. 50k meters. At that point, retailers are managing a large enough quantity of energy to efficiently forecast demand and plan purchasing strategy accordingly. ARENH access is limited to 100 TWh in cumulated volume. This is sizeable (20% of France total yearly consumption) and has historically always been undersubscribed by electricity retailers, even in periods when market prices were often above ARENH price.

Used cleverly, the ARENH scheme provides a real security of supply for small retailers, until they reach a critical size of ~50k meters”

A new competitive landscape — who will survive?

  • Development additional services should be a cultural mandate for all new entrants. These can include insurance products, boiler installation / maintenance, trusted intermediary (market place) for household energy efficiency investments (insulation, solar, smart thermostats, etc.) and other premium services. In addition to improving customer stickiness and generating actionable customer date for retailers (e.g., smart home devices), they should become a strong margin contributors and change electricity retailers “traditional” P&L.

Quickly reaching a critical size and effectively selling additional high-margin services are two “must-have accomplishments” for new entrants”

Within a 5 to 10-year period, successful new players will all be cheaper than Regulated Tariffs, and will differentiate from one another with alternative energy supply offers and/or innovative additional services.

Today’s competitive landscape and variety of offers show that the market has already reached an inflexion point that will ultimately lead to a more open and more diverse market offering where players will be constantly fighting for new customer acquisition through promotions and innovation. Incumbents will definitely have a role to play along the way by fostering (and sometimes even leading) innovation and leveraging their huge customer base.