Tuesday, 4 March 2014

Lean Startup by Eric Ries

"You too can achieve fame and fortune with a great product and hard work."

This is the grand myth that the media loves to proclaim. However the stories we hear are a result of both selection bias (major success stories are newsworthy, the countless failed attempts are not) and after-the-fact rationalization (data is rarely available to determine true cause-and-effect).

So how can startup success move from being an art to being an engineering process? Lean Startup begins by recognizing that entrepreneurs are people who create new products and services under extreme uncertainty. The problem for a startup is figuring out the right thing to build and how to build a sustainable business around it.

Part I - Vision

Since, by definition, a startup doesn't know whether its product idea will be sustainable in the marketplace, the key insight is to rapidly expose the core assumptions about the product and then systematically test them. Each tested assumption is something new that is learned. If the assumption is validated, then the startup can persevere with the product direction; if it's not, then the product direction may need to change (called a pivot). Each stage of learning leads to new hypotheses to be tested and the opportunity to learn more about the product.

This process is a feedback loop called Build-Measure-Learn (see the diagram above). To be most effective, the feedback loop should be as short as possible. For example, an assumption might be that the world needs a new social media app. One way to test this is to spend $10 million of venture capital and two years building the app. Unfortunately, if the assumption is mistaken, then a lot of time and capital has been wasted. However, if a simple prototype were developed, or a video produced, or an Adwords test done, then it might be possible to learn of this mistake much sooner. This simplest version of the product is called a Minimum Viable Product (MVP), a minimal product that allows you to validate an assumption about the product. If the product is not meeting customer needs, then it may be possible to modify it in some way or target it at a different audience or decide that the whole idea needs to be scrapped. Each of these ideas are new hypotheses that can be tested.

The purpose of the feedback loop is to learn the crucial things you need to know without wasting resources. This does not occur by simply asking customers (they may be mistaken) or viewing sales metrics (which hide the specific causes of what is or is not working). Validated learning only occurs by testing a single assumption and carefully measuring the outcome.

Part II - Steer

Ries describes a number of MVP types. A concierge MVP is a product aimed at one or a few customers to see if they will buy it. A Wizard-of-Oz MVP is a prototype where functionality is manually provided. An MVP allows a startup to establish real data as a baseline. Then the startup engine can be tuned from the baseline to the ideal, persevering or pivoting as necessary.

Instead of relying on general metrics such as sales data or hits (termed vanity metrics), focus on metrics identifying cohorts (groups of users with common characteristics, such as first-time users, paid users or corporate users) that use the product in different ways. Metric reports should be actionable (demonstrating clear cause and effect), accessible (as simple as possible, understandable and concrete) and auditable (testable by hand).

A sign that a startup needs to pivot is when product experiments become ineffective or development seems unproductive. Note that any new design should always be tested against the old design to ensure that it is an improvement. Types of pivots include zoom-in (one feature becomes the whole product), zoom-out (the product becomes a single feature), customer segment (different customers need the product), customer need (customers have more important problems to solve), platform (app to platform or vice-versa), business architecture (B2B or consumer, complex or volume), value capture (type of revenue model), engine of growth (viral, sticky or paid growth), channel (internet, traditional retail) and technology pivots.

Part III - Accelerate

The purpose of the feedback loop is to determine which activities create value and which are a form of waste. Value is not found in the creation of stuff, but rather in the validated learning about how to build a sustainable business.

Ries recommends testing in small batches, for example, rapid releases to a small amount of users. Startups don't starve for ideas, they drown (most ideas have marginal benefit, hence the need to focus on validated learning).

Growth models include the sticky engine of growth (don't focus on the number of customers - a vanity metric, instead measure customer acquisition and churn), viral engine of growth (customers cause growth as a side-effect of use, for example, Facebook and Tupperware) and the paid engine of growth (revenue per customer exceeds cost of acquiring the customer).

To accelerate, Lean Startups need a process that provides a natural feedback loop. When a problem occurs, use the method of Five Whys (a method similar to a child repeatedly asking "Why?") to identify the root cause. Then make incremental investments and evolve the startup’s processes gradually. For example, if a problem ultimately occurred because an employee wasn't trained correctly, then the best solution might be a one hour training session rather than developing an eight-week training course. Also, look to improve processes rather than blaming personnel. For example, if a build was broken, is it possible to make the build process more robust?

The culture of a lean startup is one of data-driven decision making that focuses on early customer involvement and rapid iteration.

Monday, 3 March 2014

Australia and asylum seekers

What is the difference between migrants, asylum seekers and refugees?

Economic migrants normally leave a country voluntarily to seek a better life. Should they elect to return home, they would continue to receive the protection of their government. Refugees flee because of the threat of persecution and cannot return safely to their homes in the prevailing circumstances. An asylum seeker is someone who is seeking international protection but whose claim for refugee status has not yet been determined. [1]

Are asylum seekers 'illegals'?

According to Article 31 of the Refugee Convention [2] which Australia has signed, those who have come to Australia without a valid visa have illegally entered the country. That is the case even though these people have not committed a crime, nor broken any Australian or international law. [3]

Unfortunately, since the term 'illegal' implies wrong-doing, criminality or punishable offence, its use is misleading to the public when used without qualification. The Australian Press Council has recommended that the media not use this description for refugees.

Are boat arrivals ‘genuine refugees’?

Under the Pacific Solution (Sep 2001 to Feb 2008), approximately 70% have been recognized as refugees. Around 40% of air arrivals have been recognized as refugees. Since 2009, about half of onshore asylum seekers have arrived by boat. In 2012-2013, 20,019 visas were granted under the Humanitarian Programme, of which 63% were granted under the offshore component and 37% visas were granted under the onshore component. [4]

Since 2010, which corresponds with the period of increased boat arrivals, over 90% of boat arrivals have been recognized as refugees. [7]

Other facts: [5][6]
  • In 2012, Australia received 1.47% of the global total of 2,011,334 new asylum claims (20th overall, 29th per capita and 52nd relative to GDP).
  • Australia gave refugee recognition to 0.61% of the 1,361,816 asylum seekers recognized as refugees (28th overall, 32nd per capita and 44th relative to GDP).
  • Australia resettled 6.70% of the 88,578 refugees resettled (3rd overall, 2nd per capita and 2nd relative to GDP). Note: Resettlement is a scheme whereby a third country takes refugees who cannot be safely settled in the country they originally sought asylum. Globally, 0.7% of refugees were re-settled.
  • More than half of refugees to Australia come from Afghanistan, Iran, Sri Lanka and Iraq.
  • In 2010-2011, 2,696 Protection Visas were granted to refugees who arrived by boat (1.3% of the 213,409 people who migrated to Australia during the year).
  • Australia is one of few nations in the world which imposes mandatory detention on asylum seekers who arrive without visas.
  • 27,000 asylum seekers living in the community on bridging visas are not allowed to work.
References:
  1. http://www.aph.gov.au/About_Parliament/Parliamentary_Departments/Parliamentary_Library/pubs/BN/2012-2013/AsylumFacts
  2. http://www.unhcr.org/3b66c2aa10.html
  3. http://www.abc.net.au/news/2013-09-06/morrison-correct-illegal-entry-people/4935372
  4. https://www.immi.gov.au/media/fact-sheets/60refugee.htm
  5. https://www.refugeecouncil.org.au
  6. http://unhcr.org/globaltrendsjune2013/UNHCR%20GLOBAL%20TRENDS%202012_V05.pdf
  7. Table 21 of http://www.immi.gov.au/media/publications/statistics/asylum/_files/asylum-stats-march-quarter-2013.pdf
Update March 19, 2014: Added refugee status figures for boat arrivals since 2010.