Archive for the ‘Reading’ Category

Lessons from Toyota

Andy Parkhouse - February 10th, 2010

Toyota has problems. Eight Million problems. It’s interesting that this has attracted so much attention from mainstream quality media such as the Today programme. My own interest in Toyota – of which some of you are well aware – is driven by their principles and product development techniques, which are fascinating, and provide some of the foundations for currently ‘buzzy’ things like agile software development.

For those who not excited by Toyota, product development or agile software techniques, here’s a cookie for reading this far! Meanwhile, for those who like products, principles, and how the mighty fall, more after this graphical interlude…

Toyota Land Cruiser

So this post offers thumbnails on two topics: (1) why look at Toyota if you’re running an ad agency, digital agency or web app company. (2) what went wrong.

Why Toyota?

I became aware of Toyota principles when we started developing the Viral Ad Network. One of Toyota’s key principles is to control inventory – whatever that inventory might be, you don’t want too much of it piling up around you, the aim is to have just enough while never running out.

‘Inventory’ is a key feature of the Ad Network – in this case ‘inventory’ means space on publisher websites where ads can be displayed. Managing inventory is right at the heart of the network. Too much and space goes unsold (bad for publishers and us), too little and we can’t meet the promises we’ve made to clients. More on how we do this another time.

Way beyond inventory

A little light reading gave me a much more in depth understanding of what Toyota and similar Japanese companies have been doing, where their techniques came from (common sense, rigourously applied), and how they’ve surfaced in lean techniques and agile software development methods. Given that we’re advocates of agile techniques like Scrum and Kanban, it’s seems that we’d have run across the Toyota methods eventually somehow.

…but for agencies and web app startups?

Toyota – and similar lean companies have a bunch of stuff you can use:

  • Principles to run a business by – that put people first
  • Build in quality, don’t rely on fixing it later (film knows this – bad shots *cannot* be “fixed in post”)
  • Get stuff done

There’s way more, but this story about Amazon’s Jeff Bezos sums it up: “stop cleaning and spend your time eliminating the source of dirt”.

So how do the mighty fall?

Toyota’s aim was to be the biggest carmaker in the world. They achieved that a couple of years ago. They got there with a fearsome reputation for quality, customer service, and a certain kind of innovation (excellent engineering, but rarely exciting).

Problems at Toyota have been kicking around for some time. Last year, Toyota’s president went public on his concerns for the company.

Four connected pitfalls (I’m guessing!)

I think Toyota got smacked down by these four nasties. They’re all connected:

  • Infallible fallacy
  • Engineering is difficult
  • Success can kill
  • Dissipation

When you believe that you have the best quality, it’s hard to accept you don’t. You know that you have a system for quality, so there can’t be a problem, right? “We’re infallible” <- Fallacy.

Meanwhile, engineering is difficult. Toyota initially traced many of the accelerator problems to slipping floor mats. With this pegged as ‘the problem’, it takes time to identify that there’s actually a secondary problem with the accelerator pedal. So engineering is difficult. Anyone think a similar thing might apply with clients and customers for agencies and web apps?

Success can kill. Nothing or more less than hubris – a fine dramatic staple. Toyota achieved their goal. Hubris makes you think you’re invincible, infallible, it makes you over-expand, and bank on a certain future, but the future is not certain, and you’re not in control of it. Lean attitudes are born in the cash-strapped start up, or the nation desperately trying to win a war. Hubris is the antithesis of this, it makes you fat, arrogant and lazy, and expectant of easy success. It’s a short step from there to…”you’re dead”.

People love a goal. They like a win, an achievement. Toyota hit their goal – become the biggest – and despite being renowned planners (do you have a one hundred year plan? I don’t – they do) – they don’t seem to have lined up much else in the way of goals. They’ve expanded globally and stretched their capability dangerously. Meanwhile the car market has moved on around them. Most carmakers ‘do quality’ now. Toyotas are not appealing beyond their loyal audience. Suddenly everyone wants their lunch, they are in ten places at once, and they have no clear win in mind. Dissipation.

I don’t need to draw a diagram: there are lessons above for any of us.

Say “sorry”

Toyota: say sorry. You probably will. You should. Not just because it’s in ‘your’ character, but because it’s the right thing to do.

Too many brands aren’t brave enough to say sorry. They should get braver.

If you want to talk about lean, agile, or how brands can ’sorry’ (or ‘thanks’, or ‘how nice to meet you’): andy@teamrubber.com or 0845 680 0575. Meanwhile, it’s nice to finish on a picture :)
Toyota Land Cruiser

Thought Den’s art of Flash game production

Alex Pitkin - January 15th, 2010

Some really good ‘Rules of Production’ from our compatriots at Thought Den in their The art of flash game production (with some baggage bowling fun thrown in) post.

It was written after the Suitcase Skittles development that we did with them last year for IHG in which we all learnt a lot. But that seems to be the case with most Flash game developments…

How to make a killer viral marketing video. 5 Top Tips

Andy Parkhouse - January 13th, 2010

We’ve put together a handy article for UTalkMarketing: How to make a killer viral marketing video. 5 Top Tips from Rubber Republic.

It’s a nice summary of what we’ve learned in the last ten or so years. Cheers – Andy

What will the New Year bring?

Robin Greene - January 8th, 2010

It’s a new year, and according to pop-culture, a new decade! But what will we see, hear, smell, taste in these new times? Well fortunately there’s an App book for that! In fact, there has been since 1972, 2010: Living in the Future, by Geoffrey Hoyle

2010 What will the New Year bring?

Six Pieces about Sentiment Analysis

Andy Parkhouse - September 22nd, 2009

I’ve been researching sentiment analysis, and I think I’ve found pieces to suit a range of tastes and interests.

Tasters

First the notes from a 2008 talk given by Lillan Lee from Cornell University. Lee’s topic is “…the flood of interest in: sentiment analysis, opinion mining, and the computational treatment of subjective language.”

This is a good ‘who, what, why, how’, featuring:

  • - background
  • - useful stats
  • - an exploration of the broader implications of sentiment analysis in politics and business
  • - a basic outline of the scientific problems in classifying sentiment.

Read Lee’s piece here.

Meanwhile, the epicly-named Dirk Shaw has a blog post from July 2009 asking Sentiment analysis, How much is good enough?. It’s a short post explaining the basic differences between manual and automated sentiment analysis.

Thinking Deeper

In a post from June 2009, Irfan Kamal describes the approaches Ogilvy PR are taking to make sentiment analysis work for clients.

The Ogilvy post is useful in one respect because it shows the debate is still fledgling and the possibilities are wide open.

In another respect it helps illustrate that the people-or-software-or-both question of classifying sentiment is only one dimension of the problem. Sentiment analysis has to actually be of value to the people using the results.

In my view, the most useful output would be actionable insight, i.e. information that is directly useful for making decisions. That comes with a health-warning though: if we’re to make decisions on the basis of data, we had better be sure the data is completely valid, and leads to accurate conclusions.

It’s not clear yet that sentiment analysis will be able to deliver in such a concrete way, and at the level, for example, of government policy, sentiment data will find a place, but should be treated with healthy caution.

Marta Strickland has a post on these issues from September 2009. Focussing on product reviews, she identifies Five Reasons Sentiment Analysis Won’t Ever Be Enough, and concludes “What are we really trying to decide with this data? And are we asking the right questions?”

Wrap Up

So it it hopeless then? Is sentiment analysis a turkey? Absolutely not. Asking critical questions absolutely indicates that smart people are taking sentiment analysis seriously, and figuring out how best to do it and how best to use it.

Team Rubber has a working model for how we want to use sentiment analysis – for both our advertising and policy-making work. We’re evolving the model on the basis of trials, and we’re asking ourselves hard questions about how sentiment analysis can be valuable for our clients.

Enough about that (but more in future). Meanwhile, I’ll wrap up with a piece from each of the manual and automated perspectives. Nathan Gilliat has a September 2009 post on Scaling Human Analysis, while an April 2008 paper from Google discusses software approaches for Building a Sentiment Summarizer. Enjoy.

Outliers

Andy Parkhouse - September 18th, 2009

Recently some silliness was going on in one of my favourite web forums. Toys were thrown from prams, names were being called, it was all very exciting, but only for drama whores, so being community-minded I went looking for something about internet dramas to remind people to stop with the unacceptable behaviour.

Along the way I found this chart, which is fun, probably just about accurate, and dovetails into an ongoing debate / development project / rolling bunfight we’re having about tracking and measuring opinion.

internetdrama Outliers

Found via Skeptobot: Comic #01 – Internet Drama

The chart is drawn as a bell curve. Can it be replotted as a power law?

How Pixar Fosters Collective Creativity

Andy Parkhouse - September 17th, 2009

Here’s Ed Catmull of Pixar talking about creativity at Pixar. It’s a nice sunny day, so why not have a read?

For more on Pixar, Lucas Film, and how a small group of bright people re-invented the whole film industry, try this book.

Not the Best, But in the Top One…

Andy Parkhouse - August 13th, 2009

Hope my book of Brian Clough quotes will arrive soon. Can’t wait!

Ten Indian Books Worth Reading

Andy Parkhouse - June 5th, 2009

Fancy some weekend reading? Indian stories are big right now, and not just Slumdog: Indian novels are in fashion. The White Tiger took the 2008 Booker prize. Meanwhile the block-busting colossus that’s Shantaram seems to be everywhere; it’s best read in Bombay, but failing that, it’s a great beach / airport book.

I find Indian stories fascinating: it’s a country of superlatives that are cliched by repetition, but true nonetheless – crowded, colourful, noisy, warm, violent, relaxed; it will have soon the largest national population in the world, it’s been described ‘as the least boring country in the world’, and it seems to be both the best and worst country in the world all at once.

India is an ancient culture reinventing itself daily, and is home to some of the most civilised and uncivilised existences imaginable. It’s also the subject of some great novels and travel books. Here are ten that are worth reading (and one to avoid):

1. Sacred Games Vikram Chandra. ‘We live in Kaliyuga – the hot bed of sin’. Bombay vividly alive. Epic detective/mafia fiction.
2. Love and Longing in Bombay Vikram Chandra. Warm short stories of contradiction and tension from contemporary Bombay.
3. A Passage to India E. M. Forster. Colonial fiction, staggeringly breathtaking in its perfection.
4. A Fine Balance Rohinton Mistry. Delicate and brutal fiction about the Indira Ghandi era.
5. The Hungry Tide Amitav Ghosh. Well-told story set in endless mangrove swamps from an author with a deft vivid touch.
6. Kim Rudyard Kipling. Boy’s own fiction. Easy reading, colourful, noisy.
7. Maximum City Suketa Mehta. Autobiography, a dense and fascinating homage to Bombay.
8. Chasing the Monsoon Alexander Frater. Travel writing – one man’s quest to get rained on along the length of the India.
9. Last Jet Engine Laugh Ruchir Joshi. Indian fiction without the cliches that litter the blockbusters.
10. No Full Stops in India Mark Tully. Travel / documentary from a legendary BBC correspondent.

One to avoid: A Million Mutinies Now V. S. Naipaul. Painful to spend time with.

‘Managing Oneself’ by Peter F. Drucker

Katrina Percy - March 16th, 2009

Cover

Oh look, another book that is nice and quick to read….. I love em. It is always good to find something to give you a quick burst of motivation or something that makes you stop and think.

Drucker’s book starts off making you look at your strengths and weaknesses, which I am sure most people have been told to do at many points in their lives. However Drucker continues to ask more, or rather gets the reader to ask themselves further questions (even questions within questions):

How do I perform?
I am a listener or a reader?
How do I learn?
Do I produce results as a decision maker or as an adviser?
Do I perform well under stress, or do I need a predictable environment?
Do I work best in a big or small origination?
What are my values?

What kind of person do I want to see in the mirror?
What should I contribute?
What does the situation require?
Where do I belong?

At first I felt a little bombarded with the shear amount of questions that had been thrown at me. Though it becomes obvious that Drucker is hoping that the people reading his book will actually know the answers to some of them. Plus it only feels like a lot because they are all asked within 33 pages, no more than the size of A6. If they had been spread out between 200 pages it would have felt like far less, but then the impact may not have been as strong.

At every possible opportunity Drucker gives examples of where people go wrong and points out all ‘if only’ situations for them. I found this helpful, it makes you think of occasions where similar things could have happened in your own working life that you may have previously discounted as irrelevant.

After reading the first two thirds of this book I had a strong craving to do a personality test, two came to mind, one you can do online is:

Myers Briggs
http://www.humanmetrics.com/cgi-win/JTypes2.asp

Finally the book ended with looking at what can change when a person hits midlife. He gives suggestions to keep oneself from, well, going stale if you will. I am sure that it is good advice, I will find out….