Archive for the 'design' Category

The useful convergence of data

I have only one prediction for 2008. I think we’re finally about to see the useful combination of the 4 W’s – Who, What, Where, and When.

Marc Davis has done some interesting research in this area at Yahoo!, and Bradley Horowitz articulated how he sees the future of this space unfolding in a BBC article in June ‘07:

“We do a great job as a culture of “when”. Using GMT I can say this particular moment in time and we have a great consensus about what that means…We also do a very good job of “where” – with GPS we have latitude and longitude and can specify a precise location on the planet…The remaining two Ws – we are not doing a great job of.”

I’d argue that the social networks are now really honing in on “who”, and despite having few open standards for “what” data (other than UPC) there is no shortage of “what” data amongst all the “what” providers. Every product vendor has their own version of a product identifier or serial number (such as Amazon’s ASIN, for example).

We’ve seen a lot of online services solving problems in these areas either by isolating specific pieces of data or combining the data in specific ways. But nobody has yet integrated all 4 in a meaningful way.


Jeff Jarvis’ insightful post on social airlines starts to show how these concepts might form in all kinds of markets. When you’re traveling it makes a lot of sense to tap into “who” data to create compelling experiences that will benefit everyone:

  • At the simplest level, we could connect while in the air to set up shared cab rides once we land, saving passengers a fortune.
  • We can ask our fellow passengers who live in or frequently visit a destination for their recommendations for restaurants, things to do, ways to get around.
  • We can play games.
  • What if you chose to fly on one airline vs. another because you knew and liked the people better? What if the airline’s brand became its passengers?
  • Imagine if on this onboard social network, you could find people you want to meet – people in the same business going to the same conference, people of similar interests, future husbands and wives – and you can rendezvous in the lounge.
  • The airline can set up an auction marketplace for at least some of the seats: What’s it worth for you to fly to Berlin next Wednesday?

Carrying the theme to retail markets, you can imagine that you will walk into H&M and discover that one of your first-degree contacts recently bought the same shirt you were about to purchase. You buy a different one instead. Or people who usually buy the same hair conditioner as you at the Walgreen’s you’re in now are switching to a different hair conditioner this month. Though this wouldn’t help someone like me who has no hair to condition.

Similarly, you can imagine that marketing messages could actually become useful in addition to being relevant. If CostCo would tell me which of the products I often buy are on sale as I’m shopping, or which of the products I’m likely to need given what they know about how much I buy of what and when, then my loyalty there is going to shoot through the roof. They may even be able to identify that I’m likely buying milk elsewhere and give me a one-time coupon for CostCo milk.

Bradley sees it playing out on the phone, too:

“On my phone I see prices for a can of soup in my neighbourhood. It resolves not only that particular can of soup but knows who I am, where I am and where I live and helps me make an intelligent decision about whether or not it is a fair price.

It has to be transparent and it has to be easy because I am not going to invest a lot of effort or time to save 13 cents.”

It may be unrealistic to expect that this trend will explode in 2008, but I expect it to at least appear in a number of places and inspire future implementations as a result. What I’m sure we will see in 2008 is dramatic growth in the behind-the-scenes work that will make this happen, such as the development and customization of CRM-like systems.

Lots of companies have danced around these ideas for years, but I think the ideas and the technologies are finally ready to create something real, something very powerful.

Photo: SophieMuc

The Internet’s secret sauce: surfacing coincidence

What is it that makes my favorite online services so compelling? I’m talking about the whole family of services that includes Dopplr, Wesabe, Twitter, Flickr, and del.icio.us among others.

I find it interesting that people don’t generally refer to any of these as “web sites”. They are “services”.

I was fortunate enough to spend some time with Dopplr’s Matt Biddulph and Matt Jones last week while in London where they described the architecture of what they’ve built in terms of connected data keys. The job of Dopplr, Mr. Jones said, was to “surface coincidence”.

I think that term slipped out accidentally, but I love it. What does it mean to “surface coincidence”?

It starts by enabling people to manufacture the circumstances by which coincidence becomes at least meaningful if not actually useful. Or, as Jon Udell put it years ago now when comparing Internet data signals to cellular biology:

“It looks like serendipity, and in a way it is, but it’s manufactured serendipity.”

All these services allow me to manage fragments of my life without requiring burdensome tasks. They all let me take my data wherever I want. They all enhance my data by connecting it to more data. They all make my data relevant in the context of a larger community.

When my life fragments are managed by an intelligent service, then that service can make observations about my data on my behalf.

Dopplr can show me when a distant friend will be near and vice versa. Twitter can show me what my friends are doing right now. Wesabe can show me what others have learned about saving money at the places where I spend my money. Among many other things Flickr can show me how to look differently at the things I see when I take photos. And del.icio.us can show me things that my friends are reading every day.

There are many many behaviors both implicit and explicit that could be managed using this formula or what is starting to look like a successful formula, anyhow. Someone could capture, manage and enhance the things that I find funny, the things I hate, the things at home I’m trying to get rid of, the things I accomplished at work today, the political issues I support, etc.

But just collecting, managing and enhancing my life fragments isn’t enough. And I think what Matt Jones said is a really important part of how you make data come to life.

You can make information accessible and even fun. You can make the vast pool feel manageable and usable. You can make people feel connected.

And when you can create meaning in people’s lives, you create deep loyalty. That loyalty can be the foundation of larger businesses powered by advertising or subscriptions or affiliate networks or whatever.

The result of surfacing coincidence is a meaningful action. And those actions are where business value is created.

Wikipedia defines coincidence as follows:

“Coincidence is the noteworthy alignment of two or more events or circumstances without obvious causal connection.”

This is, of course, similar and related to the definition of serendipity:

“Serendipity is the effect by which one accidentally discovers something fortunate, especially while looking for something else entirely.”

You might say that this is a criteria against which any new online service should be measured. Though it’s probably so core to getting things right that every other consideration in building a new online service needs to support it.

It’s probably THE criteria.

Oakland Trib’s Not-Just-A-Number improves on crime data visualization

OJR’s Jim Wayne dives into Oakland Tribune’s “Not Just A Number” web site. The service won the Service Journalism Award from ONA for an amazingly powerful view of crime data.

The basic premise was to create a data visualization for Oakland homicide crime data that made the victims and, more importantly, the people in their lives real participants in the story rather than pure statistics (or just plain ignored entirely).

It’s a very powerful site and a model for all local newspapers to follow. It’s disappointing but no surprise the media creates these kinds of community services before local governments do. At least we’re getting more access to crime data.

Wayne also points to a crime data visualization from the Los Angeles Times called The Homicide Map that I wasn’t aware of.

They have a nice map mashup that takes a more statistical approach, yet they also include things like images of the victims.

Unfortunately, as Oakland Tribune producers Katy Newton and Sean Connelley point out, a mug shot is not a fair image to use for a violent crime victim in a statistical map. But I’m glad to see them exposing data that needs to be shared.

732 homicides in Los Angeles so far in 2007! Unbelievable.

Ikea ruined my floors

My second child is due next week. I intended to reconfigure our 1-bedroom house to create 2-bedrooms so that all 4 of us and the dog could spread out a bit.

Some amazing software from Google and Ikea made me feel more ambitious.

Now I have 2 unfinished bedrooms, a new but incomplete kitchen, dust in places I didn’t think dust could find, large and somewhat dangerous gaps in the floors and a couple of contractor battle scars. The new baby won’t remember the state of things, but no doubt my wife will keep the memory alive for years to come.


It all started with SketchUp. I spent several hours mapping out our house trying to assess what was possible. I was able to move walls around in a 3D model and imagine with some accuracy what it would be like to live in our remodelled house.

This visualization gave me language and vision to communicate with contractors and helped me budget the work. It also gave me the confidence to make some more dramatic changes than what we conceived in our heads.

What could have been a day or two of demolition and some simple framing work turned into major structural work that altered the feel of the house entirely.


Then, as we were closing down on the scope of the project and looking to finish in early August with plenty of time to spare, I started playing with Ikea’s downloadable kitchen planner software. Despite our time and budget constraints I couldn’t resist the idea of planning ahead a little.

After you design the space and create your grid, you choose cabinets from Ikea’s collection. You drag and drop them on the canvas and fit them together the way you want. It’s actually a lot of fun despite being very buggy.

When you give buyers power and easy onramps to services you turn them into valuable customers instead of just drive-by shoppers. Here’s how they hook you into buying from their shop…

Once you can see your kitchen in 3D and move it around and pretend to cook in it, you can then click to see a price sheet for your plan. Ikea, as you know, is very reasonably priced. So, suddenly you feel like you can afford an awesome new kitchen.

Now all I could think of was how to adjust our plans so that we could afford a new kitchen. I was also anxious to see if the kitchens looked ok or if they looked like the other prefab swedish lego blocks you often get from Ikea.

Ikea’s software is brilliant on several levels…

First, I’m much less likely to try another vendor once I’ve already perfected my plan. Second, they have enough range in their designs that you can’t help but think that one of the choices there will work. Third, you can essentially go out and get your kitchen now. They have to help you work out a few details, but you could, in theory, have your kitchen parts in hand same-day.

Whereas, we might have only considered Ikea for some handy paper towel hooks and cutlery organizers previously, we ended up buying everything but the countertop and appliances from Ikea.


The best part of doing your kitchen with Ikea’s planner, in my mind, is the fact that you can print out the plan and march into the building inspection office to get your plan approved on your own. My wife did just that without having any building experience. She was back home after an hour, permit approved. I really wish we had done that with the overall job, but instead we payed exorbitant fees for professional drawings. I’ll never make that mistake again.

There’s a ton of work left to do on the house that we don’t know exactly how to fund, yet.

I imagine smart retailers like Ikea are hoping that budget planning software doesn’t evolve fast enough to help people like me realize that my cash is probably better spent on things like dealing with the nails sticking out of my floors before I buy nice new cabinets.

How to fix building construction bureaucracy

Sometimes I forget to step outside of our little bubble here and see how people use or in fact don’t use the Internet. When I get that chance I often wonder if anything I’m doing in my career actually matters to anyone.

Usually, however, I’m reminded that even though the Internet isn’t weaved into every aspect of everything, it has great potential in places you might not consider.

For example, I’ve been remodelling my house to make room for a new little roommate due to be delivered in September. I’m trying to do most of the work myself or with help from friends and neighbors. I’m trying to save money, but I also really enjoy it. It’s a fantastic way to reconnect with the things that matter…food, shelter, love and life.

Well, I made the mistake of working without permits fully aware that I probably should have them. It’s my natural inclination to run around bureaucracy whenever possible.


As luck would have it, just as the pile of demolition debris on the sidewalk outside my house was at its worst, a building inspector happened to drive by on his way to another job. He asked to see my permit to which I replied, “The boss isn’t here. Can you come back later?”

The building inspector just laughed. After pleading a bit and failing, I started making calls to get drawings and to sort out the permits.

It was at this moment I realized how much building planning and construction could benefit from the advances made in the Internet market the last few years. The part of construction that people hate most is the one that is perhaps the most important. And it is this part that the Internet is incredibly well-suited to improve.

Admittedly, the permit process was not actually that painful and relatively cheap, too. I have spent in total maybe 1 day dealing with permits and drawings, so far, with a bit more to come, I’m sure.

But the desired effect of permitting jobs is sorely underserved by its process.

At the end of the day what you want is the highest building quality possible. You want builders using proven methods with at least semi-predictable outcomes. You want to make sure nobody gets hurt. And you want incentives for people to share expertise and information.

Rather than be a gatekeeper, the city needs to be an enabler.

One of the brochures I read called “How to Obtain a Permit” includes a whitelist of project types. I’m apparently allowed to put down carpets and hang things on my walls without a permit. Glad to know that.

Strangely, after explaining all the ways the city asserts itself into the process, on the very last page of the brochure it then says, “Remember, we are here to assist you. If you have any questions about your project, please give us a call!” I didn’t meet one person in the 6 queues I waded through the first morning who wanted to help me. They were mostly bored out of their brains.

Instead, the city should be putting that brainpower to work finding ways to lubricate conversation and collaboration around solving building problems. If the building community was in fact a community powered by thoughtful city-employed engineers, then I would be much more interested in working with them. I might even become dependent on them.

For example, if they helped me organize, store, print and even share my plans, then I’d be more than happy to let them keep my most current drawings, the actual plans I’m using to build with. If they could connect me to licensed contractors and certified service providers, I’d gladly give them my budget.

As it stands, my incentive is to avoid them and hide information whenever possible.

Imagine if I was able to submit a simple SketchUp plan to a construction service marketplace. I could then sit back and watch architects and interior designers bid for the planning work. My friends in the network could recommend contractors. Tools and parts suppliers could offer me discounts knowing exactly what I needed for the job. I could rate everything that happens and contribute to the reputation of any node in the ecosystem.

Imagine how much more value would be created in the home buying market if a potential buyer could see all this data on a house that was for sale. I might be able to sell my home for a higher price if my remodel was done using highly reputable providers. There would be a financial incentive for me to document everything and to get the right certifications on the work.

Imagine lenders knowing that I’m an excellent remodeller based on my reputation and sales track record. I might be able to negotiate better terms for a loan or even solicit competing bids for my mortgage on the next house I want to invest in.

At every step in the process, there is a role for the city government to add value and thus become more relevant. Then the more I contribute, the more it knows about what’s happening. The more it knows, the more effective it can be in driving better standards and improving safety and legislating where necessary.

My mind spins at the possibilities in such a world. Of course, when you have a hammer everything looks like a nail. But it seems to me that the building permit and inspection business is broken in exactly the places that the Internet is more than capable of fixing.