Email’s New Freight – Posting to Social Sites

This post is a test of something I have not yet tried with wordpress.com: posting by email. It’s meant to be mostly an experiment.

But it’s also a realization that in a mobile world, email has a new found importance. Delivering social content payloads.

In a separate effort, I’m trying to get things done (GTD!) with my iPad versus my laptop. I’m curious how much one can get done.

One thing I want to do is to write a blog post. Surprisingly difficult! WordPress.com doesn’t fully function on Safari (where is that scroll bar to get to the bottom of my post???), and the wordpress iPad (er…iPhone) app is pretty poor. No surprise it only has 2 stars.

However, there is post by email. And to get a photo “out there” to Flickr, you can email it. Who knew? Mobile drives email

One final test. I’m pasting some embed code below. If wordpress accepts it, you’ll see a cool pic from Flickr. If wordpress doesn’t recognize it, you’ll see a bunch of funky code.

Driving Wheels of the Frisco 4500

Sent from my iPad

Beyond Social CRM: The Open Innovation Revolution

The idea of bringing customers into the process of defining the products and service of your organization is one that is gaining a lot of steam. One manifestation of that is the increased interest in Social CRM. In this scenario, companies engage their social customers for feedback and marketing purposes. Taking it a step further, Mark Tamis and Esteban Kolsky see the higher purpose as organizing the business around the newly social customers.

And then there’s Stefan Lindegaard.

Stefan is a leading open innovation consultant and author of the recently published book, The Open Innovation Revolution. He sees things advancing even further. From page 13 of his book:

Open innovation is about integrating external partners in the entire innovation process. This should happen not just in the idea or technology-development phase but also in all other phases toward market acceptance. User-driven innovation is great because it directs your innovation efforts toward market needs. Open innovation takes you to the next step by providing more opportunities through external partners as you address those market needs.

Stefan is on to something. To illustrate his point, I put together these two graphics, based on a hypothetical product delivery value chain. The first graphic might be properly termed, “lightweight open innovation”:

Here’s where Stefan sees the (r)evolution of this:

That’s quite a feat there, isn’t it? Incorporate a greater range of external input throughout your company’s innovation process. As Stefan describes it on page 12:

User-driven is highly related to open innovation, but it has to go further to become open innovation. This happens when you not only get ideas from external sources but also let external players become key players in the process of turning ideas into a business.

The Value of Open Innovation

And what is the value of taking open innovation to a more integrated, advanced level? Procter & Gamble illustrates the benefit. In 2000, P&G CEO A.G Lafley set a goal of having 50% of the company’s products derived from external sources. To accomplish this, the company consciously engaged external parties through its Connect + Develop initiative. Through Connect + Develop, P&G conducted a two-way exchange of ideas and feedback with industry, leveraging a dedicated staff of over 50 people. The results?

  • In 2000, the success rate of new products was 15-20%. By 2008, the new product success rate rose to between 50 – 60%. (pdf)
  • R&D investment as a percentage of sales is down from 4.8% in 2000 to 3.4% in 2006. (link)

The company attributes its success to its open innovation model. And the advantage continues. Diversified, globally-based P&G’s stock price is up 7% over the past 5 years, while the diversified, globally-based businesses of the S&P 500 are down 2%. That’s a 9 percentage point spread.

P&G sees a key benefit of its ambitious open innovation model as this: to be the preferred partner of choice when external parties have a good idea. Think about that. The volume of good ideas that can occur outside your organization is significant. When individuals, academics and industry players do have these ideas, who’s at the top of their mind for partnering? That’s a significant, sustainable competitive advantage.

The Open Innovation Revolution looks at a number of aspects companies need to address to integrate open innovation more fully into their company’s processes.

It Starts with a Vision and Planning

The initial steps are crucial for establishing an open innovation strategy. Stefan observes that you only get “one-and-a-half chances to do this thing right”. So what are the key considerations for organizations considering open innovation?

  1. Establish a clear mandate, a strong strategic purpose and an ideation theme
  2. Conduct a stakeholder analysis
  3. Develop a communication strategy
  4. Build a common language
  5. Include organizational approaches that achieve TBX (T = top; B = bottom; X = across)
  6. Strive to be innovative instead of working to become innovative

His book addresses each of those elements. He also includes examples of companies (often Danish) incorporating these steps.

The step that most resonated with me is the first one, establish a clear mandate. When this is done, it moves the initiative from an interesting suggestion to an approach supported culturally, with processes, management buy-in and identified key players.

But it’s also the hardest and is less amenable to bottom-up experimentation. I say that as someone who has read the value of bottom-up viral adoption and experimentation in the Enterprise 2.0 world. If an organization is going to engage external parties in the co-creation, co-development process, you’d better make sure you’ve got legal and senior management signed-on.

And Stefan emphasizes the issues that will be faced internally at companies as they seek to establish their open innovation mandate. A favorite term of mine is “corporate antibodies”. These are the people inside an organization that will seek to sabotage an open innovation initiative. Why?

They don’t see the effort as 2+2=5. For them, it’s 2+2=2

Essentially they fear having their own projects derailed, and potentially losing their power inside the organization. This is where senior management needs to push the effort, and even crack a few skulls if needed. Here’s how Stefan relates it (page 32):

Mads Clausen, former CEO at Danfoss, was very good at taking managers aside and looking them straight in the eye while telling them that he really believed in this innovation initiative and that he hoped the manager shared his approach.

Innovation leaders must also educate executives on open innovation and, more importantly, must make the consequences of executive decisions very clear.

In Chapter 8 of the book, Stefan addresses strategies for overcoming corporate antibodies.

People, Networking, Roadblocks, Personal Brand and Time Management

Throughout the rest of The Open Innovation Revolution, Stefan discusses a variety of elements that factor into open innovation success.

With people, he has identified two archetypes: innovation leaders and intrapreneurs. Innovation leaders work at the strategic and tactical level to build the internal platform to handle open innovation. Intrapreneurs work at the operational level on initiatives. Key questions he answers are: how to identify and develop these people?

With networking, he applies concepts of social network analysis. And spends some time talking about how you individually can go about your networking. Networking’s value is in finding new ideas and connecting with people globally, and even internally.

Roadblocks include the corporate antibodies, but other issues as well. Top executives may not “get” open innovation. Also, radical innovation is too high a threshold to seek.

Personal brand is a useful term, and one that immediately puts some people off. One interesting tidbit Stefan notes is that establishing a personal brand is seen as manipulative in many countries, but “less so in the United States.” In the chapter discussing personal brand, he includes some worksheets to help you think about your own.

Time management is no doubt an issue for most of us. He includes Parkinson’s Law, which I hadn’t heard of but immediately recognized as true: “Work expands so as to fill the time available for its completion.” He provides advice and frameworks for better managing time.

Admittedly, the personal branding and time management sections weren’t quite my cup of tea. But my guess is they reflect conversations he’s had over the years with many employees of companies who are figuring out open innovation. For example, remember his note that Europeans and the rest of the world outside the U.S. are reticent about this personal branding thing.

Start Thinking about Open Innovation

An area which I’d like to see more is a description of how open innovation works operationally. For instance, do you have existing personnel lead the interactions with external parties? Or is it better to have external connectors lead the coordination? What are the intellectual property issues to be considered? What are the contractual models for sharing the benefits of the effort?

Perhaps this is fodder for a future book by Stefan. But as it is, The Open Innovation Revolution is a smart, rich introduction to the concepts underlying this emerging practice. Stefan knows his stuff, and readers will come away with a better sense of how to prepare their organization, and themselves, for the coming revolution.

I’m @bhc3 on Twitter, and I’m a Senior Consultant with HYPE Innovation.

How Much of a Relationship Do Your Customers Actually Want?

On the Harvard Business Review, Matt Dixon and Lara Ponomareff wrote a piece that caught my eye, Why Your Customers Don’t Want to Talk to You. Consumers increasingly prefer self-service, and the authors speculate:

Maybe customers are shifting toward self service because they don’t want a relationship with companies. While this secular trend could be explained away as just a change in consumers’ channel preferences, skeptics might argue that customers never wanted the kind of relationship that companies have always hoped for, and that self service now allows customers the “out” they’ve been looking for all along.

For managers hell-bent on deepening relationships with their customers, that’s a sobering thought.

That last line is particularly relevant to the new thinking: that companies need to engage their customers in “conversations”, which social media is enabling. A related question to ask is, do they really want a “relationship” at all with companies?

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What exactly is a “relationship”?

Let’s start with an important point: what exactly is a “relationship”? Put simply, it’s a two-way connection I have with you based on some form of interaction(s). In that sense, buying a product from a company qualifies as a “relationship”. But that’s insufficient. We want to know how deep is the relationship?

The thinking of Mark Granovetter is relevant, provided helpfully by Lithium’s Michael Wu. Four elements determine the depth of a relationship:

  1. Time spend together
  2. Emotional intensity
  3. Intimacy (mutual confiding)
  4. Reciprocity

Now, apply those elements of relationship to the way you think about companies from which you buy. What’s the emotional intensity you have with the power company? Do you find yourself confiding with Amazon.com when you purchase something? How much time are you and your bank spending together?

Those questions point to a more commonly understood definition for relationship: high scores on the four Granovetter dimensions. But scoring high on those dimensions is an insurmountable hurdle for most companies vis-à-vis their customers.

The job your product is hired to do

This idea that companies need to think in terms of the “job their product has been hired to do” is one I learned from Clayton Christensen, Harvard professor and author of The Innovator’s Dilemma. It’s understanding why the customer buys your product, and what needs it fulfills. “Needs” often being different than thinking in terms of the features a product has.

This is what defines the relationship customers want to have with a company.

Leading social CRM thinker Wim Rampen argues this in his post Social CRM – What Relationships Should You Care For, And Why? In the post, he states this:

From a company’s perspective, a relationship with your Customers is not what you need most. You need most to understand what job it is your Customers are trying to get done.

Wim is spot on. That’s the innovation mantra. Nicely applied to social CRM.

The depth of a customer’s relationship depends on the job you’re hired to do

My interest in having a relationship – the deeper, more commonly understood definition – with a company is directly proportional to the complexity of the job I’ve hired you to do, as follows:

Here’s how the different jobs size up.

Efficiency, simplicity, convenience

In a consumer-based world, we have but only so much bandwidth for purchasing things which require lots of our time to engage and use. Mostly, we need commodities.

And you know what? We need ’em fast, reliable and without taking up a lot of time. In this bucket o’ jobs-to-be-done, spending a lot of cycles engaging with many companies in ongoing relationships just will not cut it. How would you get anything else done?

It’s as Jon Husband shared with me on Twitter:

<Do they even want a relationship with companies? #scrm #acinsights> I don’t

The nature of relationships in this scenario is transactional. And there’s nothing wrong with that. My bank gives me efficiency, low cost and no hassles. I’m loyal, but I don’t have a deep relationship with them.

They just happen to satisfy well a job of convenience and efficiency I need done.

Episodic interaction events

Mountain Dew ran a great social media campaign called DEWmocracy. DEWmocracy got consumers involved in a number of initiatives:

  • Ad agency selection
  • New flavor selection
  • New drink names
  • Package creation

The campaign was a great example of an episodic event to drive interactions. This was relationship-building beyond the core product offering. What made it successful is that it extended the job-to-be-done. Sure, Mountain Dew tastes great, and you can enjoy cans of it. That alone really points toward convenience and simplicity, the lowest=level relationship.

But Mountain Dew was able to elevate the complexity of the job. It got people involved in the support processes for the production and distribution. Genius, and of course, risky. But many consumers responded. They found it fun to participate, and Mountain Dew reciprocated, as Ad Age notes:

Once you’ve engaged consumers, you can’t stop. Mtn Dew made an effort to let consumers know why it was taking their advice, as well as why it wasn’t.

Now that DEWmocracy has mostly run its course, the relationship will become shallow again. Until the next event. But it has raised market awareness, and established what the company is about in consumers’ minds.

One last note here. Old Spice’s recent social media marketing blitz was not an example of addressing the job-to-be-done. It was pure marketing awareness, a point well-made by Jacob Morgan. And it worked.

Complex job, long-term usage

SAP. When you think of SAP software, do you think, “lightweight, simple-to-use, rip-n-replace anytime?” No, you don’t. SAP software is legendarily complex and powerful. They are a huge company with thousands of customers, billions in revenue and myriad business applications.

This is a complex job-to-be-done.

SAP maintains a strong customer community and extended ecosystem (including the SAP Developer Network) to manage its relationships with customers. Which makes absolute sense considering the complexity of the job-to-be-done. Customers want a relationship with SAP. Frankly, they need it.

Complex jobs often mean several things for customers:

  • Recurring need to interact with the company for information
  • Higher switching costs, increasing the need to understand what the company’s future direction is
  • Variety of use cases, meaning many ideas for future product versions

It is in these situations where the popular notion of “relationship” most closely matches what customers seek.

The core focus is the job-to-be-done

Clayton Christensen wrote this with regard to the way companies should consider their customers:

With few exceptions, every job people need or want to do has a social, a functional, and an emotional dimension. If marketers understand each of these dimensions, then they can design a product that’s precisely targeted to the job. In other words, the job, not the customer, is the fundamental unit of analysis for a marketer who hopes to develop products that customers will buy.

That’s the perspective  from companies toward customers, not so much for relationships, but for product features.

The job is also the fundamental unit of analysis going the other way, customers toward companies. Understanding the complexity of the job-to-be-done points to how deep a relationship customers want.

I’m @bhc3 on Twitter.

When Should Management Push Enterprise 2.0 Adoption?

After the Boston edition of the Enterprise 2.0 Conference, IBM’s Rawn Shah wrote a great follow-up post outlining ten observations from the event. A couple points that I found myself agreeing with wholeheartedly were:

Adoption is about transforming human behaviors at work – More folks are starting to recognize that it is not trivial to bring communities and other social environments to life.

‘Let’s get beyond “adoption”’ – This was another sentiment I heard several times, but I attribute it to short-attention span. The general statement was ‘adoption’ was last-year’s thing, and we needed a new ‘thing’.

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The underlying philosophy of his post contrasts with that of Paula Thornton, who finds talk of driving adoption to be antithetical to the true nature of Enterprise 2.0. As she described in a post from several months ago:

If you have to “drive adoption” you’ve failed at 2.0 design and implementation. The fundamentals of 2.0 are based on design that is organic — meets the individual where they are and adapts based on feedback — it emerges. The ‘adoption’ comes from rigorous ‘adaptation’ — it continuously morphs based on involvement from the ‘masses’. If done right, you can’t keep them away…because you’ve brought the scratch for their itch.

While I empathize with her design-driven perspective, I personally find there to be more to people’s adoption patterns. Sometimes the superior design does not win. Existing network effects may prove a high barrier to adoption of something new. Embedded history makes the current approach valuable. And other reasons intrude.

In considering adoption, we have the push strategy (by management), and the pull strategy (viral, organically spreads). Both are viable approaches. The key factor is to determine when each needs to be employed.

A Decision Framework for Pushing Enterprise 2.0 Adoption

The graphic below outlines a basis for determining when Enterprise 2.0 adoption must be pushed, and when to let adoption be pulled:

The two key factors in the framework are user-centric and organization-centric.

The X-axis highlights a key reality. If a current approach/technology is working well enough for users, there is an inertia to making a switch of any kind. This principle is nicely captured in the “9x problem”, an explanation by Harvard professor John Gourville that was highlighted by Andrew McAfee. The 9x problem is this:

Users will overvalue existing products/solutions by 3 times, and undervalue the benefits of a new products/solutions by 3 times.

We’re for the most part risk-averse (e.g. technology adoption lifecycle is back-end loaded), and giving up existing ways presents a level of uncertainty. It’s the devil we know versus the devil we don’t. We place a value on the certainty of current methods, even if flawed.

The other part of the 9x equation is that users will place an uncertainty discount against new products/solutions enumerated benefits. Yes, it’s true. We don’t always buy everything we’re told.

The Y-axis speaks to the value of E2.0 to organizations. Certainly there will be use cases that can drive high value for the organization. And just as certainly, there will be those use cases that contribute little to organizational value.

Let’s run through the different approaches mapped on the graph, clockwise from top right.

Requires a Top-Down Push

Situation:

  • Existing ways are ‘good enough’ for employees
  • Executives see great potential for value from adoption

What might this be? Imagine management has seen too many examples of people missing key information and connecting the dots well with others are working on. An enlightened C-level type knows there is an opportunity to pick it up a level.

So some sort of social software – e.g. wiki, collaboration groups, etc. – is selected to make this a reality. But guess what? People keep emailing to one another and saving docs to the LAN.

Why? Because those are the tools they know, there is no learning curve and everyone operates on a shared set of processes and assumptions. Things work “as is”.

This is where management needs to wield its power, and come up with ways to influence employees to alter their entrenched behaviors that work “good enough”.

Mix a Push-Pull Strategy

Situation:

  • Existing ways are actually not “good enough”
  • There is high value in large-scale adoption

This is the home run of initiatives. Solves a “what’s in it for me” need of individuals, while also presenting a great chance to advance the value of the organization.

An innovation platform is a good example here. A place for individuals to express those ideas that fire them up or just plain solve annoyances. Which get lost in the email inbox.

But the opportunity for new ideas that deliver to the bottom line gets management’s attention.

Pull works here, as word spreads about the initiative. But management has an interest in making sure everyone is aware of the initiative, as soon as possible. Push tactics are good supplements.

Let It Grow Organically

Situation:

  • Existing ways are actually not “good enough”
  • There is low value in large-scale adoption

This is a tough one. Clearly the “Enterprise 2.0 way” can solve a problem for employees, but its adoption cannot be seen to lead to high impact on company value. An example here? Hmm…tough one. Enterprise bookmarking might be one area. Solves the, “how do I find things?” conundrum, for me personally and for others. But hard to see just how it will increase firm value. At least on a standalone basis.

Best to let these initiatives grow of their own accord. Let their value emerge, often with stories.

Don’t Waste Your Time

Situation:

  • Existing ways are ‘good enough’ for employees
  • There is low value in large-scale adoption

Suffice to say, this one should be killed before it ever starts.

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Should BP crowdsource solutions to solve the Gulf oil spill?

Clifford Krauss of the New York Times reports on BP’s latest effort to cap the oil leak, called “top kill”. He notes the following:

The consequences for BP are profound: A successful capping of the leaking well could finally begin to mend the company’s brittle image after weeks of failed efforts, and perhaps limit the damage to wildlife and marine life from reaching catastrophic levels.

A failure could mean several months more of leaking oil, devastating economic and environmental impacts across the gulf region, and mounting financial liabilities for the company. BP has already spent an estimated $760 million in fighting the spill, and two relief wells it is drilling as a last resort to seal the well may not be completed until August.

Let’s hope for the best. Given the challenges of the previous efforts, it sounds like it will take a monumental effort to stop the leaking well.

Which begs a question…should BP be tapping a larger set of minds to help solve the leaking well? Can they crowdsource a solution?

In a way, they’re already doing it. Sort of. You can call an idea hotline to suggest ways to stop the oil. They even have the number posted on their home page.

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But why not take it a step further? A formal crowdsourcing effort. I’ve heard that the folks at Innocentive asked this on an NPR report. Another vendor also pitched its idea management software, however BP didn’t bite. Spigit hasn’t pitched BP, but would certainly be willing to help.

There are some very good reasons to open it more publicly, and cast a call across the globe for ideas:

  • Diversity of ideas increases the odds of finding something that will be useful
  • While no one idea may solve it, visibility (as opposed to private phone calls) increases the odds of finding parts of ideas that lead to viable solutions
  • The brain power of enthusiastic participants across the globe is a good match to BP’s in-house experts
  • Potentially a good PR move, as the company demonstrates that it’s leaving no stone unturned to solve the leak

Crowdsourcing has proven its value in other endeavors, such as products, government services, technical problems and marketing. Surely it could do well here. But what might hold BP back? Three reasons:

  1. Little previous experience with crowdsourcing
  2. Deep technical domain experience is required
  3. Site becomes a place for public criticism

Are they valid? Let’s see.

Little Previous Crowdsourcing Experience

If a company hasn’t previously mastered open innovation and crowdsourcing, a crisis is a hell of a time to give it a go. This is far from comprehensive, but I did find a couple examples of BP’s forways in the world of crowdsouring and open innovation.

Headshift wrote up a case study about BP’s Beacon Awards. The internal awards recognize innovative marketing initiatives, and BP created a site for employees to submit ideas and vote on them. This example has a couple elements of note:

  • It’s an internal effort, where “mistakes” can be made as the company gets comfortable with the process of crowdsourcing
  • It was for marketing ideas in a time of relative calm, not time-is-ticking ideas during a crisis

BP also touts its open innovation efforts. Open innovation means working with others outside your organization to come up with new ways of tackling problems. In  a post on its website, it discusses its work with partners:

The need to work with others to solve tricky problems has most likely been around since humans learned to communicate, pooling their skills to achieve a desired mutual goal. In today’s world, collaboration between partner organisations has become highly sophisticated, particularly so in the energy industry where new challenges abound, be those in security of supply, cleaner energy sources, or the bringing together of different scientific and engineering disciplines to focus on a common problem.

Certainly the oil spill qualifies as a tricky problem.

So BP has experience in crowdsourcing internally on marketing ideas, and in open innovation with academia and industry partners. Not too shabby, and that argues for their having a favorable disposition toward crowdsourcing.

Deep Technical Domain Expertise Is Required

OK, I’ll admit. I have no idea how I’d stop the oil leak. Maybe I could come up with an idea as I give my kids a bath (“so you take the rubber duckie, and move it over the drain…”).

The BP oil leak occurred deep underwater, an area subject to different conditions than oil companies have had to deal with. BP is sparing no level of expertise to fix the issue, reports the New York Times:

Several veterans of that operation are orchestrating technicians in the Gulf of Mexico. To lead the effort, BP has brought in Mark Mazzella, its top well-control expert, who was mentored by Bobby Joe Cudd, a legendary Oklahoma well firefighter.

Didn’t even know one could be a legendary well firefighter. But the challenges of doing this in the Gulf are different. Popular Mechanics has a scorecard of each previous effort by BP to stop the leaking well. Do you remember one effort called “The Straw”? It is capturing a part of the oil, siphoning it to a surface ship. But it’s not without its risks:

The real gamble was in the original insertion—the damaged riser’s structural integrity is unknown, and any prodding could have worsened the spill, or prevented any hope of other riser- or BOP-related fixes.

Given the highly technical nature of these efforts, and the myriad complexities, does it make sense to crowdsource? I’d say it does, in that a proposed idea need not satisfy all elements of risk mitigation and possible complications. That puts too high a burden on idea submitters. Start with the idea, let the domain experts evaluate its feasibility.

Keep in  mind that people outside a company can solve technical challenges. Jeff Howe wrote in Wired about the guy who tinkers in a one-bedroom apartment above an auto body shop. This guy solved a vexing problem for Colgate involving the insertion of fluoride powder into a toothpaste tube.

Site Becomes a Place for Public Criticism

If BP were to set up a public site that allows anyone to participate, I can guarantee that some percentage of ideas and comments will be devoted to excoriating BP. In fact, it wouldn’t surprise me if much of it became that. A free-for-all that has nothing to do with solving the oil well leak.

A public forum receiving press attention during an extreme crisis presents angry individuals with a too-tempting target to make mischief. BP could spend more time deleting or responding to comments than getting much from it. The anger is too strong, too visceral on the part of many across the world.

Charlene Li talks about meeting criticism head-on in her book Open Leadership. Perhaps one way BP could handle this would be to set up a companion forum where criticism could be moved to. Keep an idea site dedicated to just that…ideas.

But I can see how BP understandably would not want to deal with such a site, as it potentially becomes a major PR pain on top of the existing maelstrom.

This reason strikes me as the one most likely to keep BP away from a crowdsourcing initiative to complement their other efforts. What do you think? Should BP be crowdsourcing solutions to the Gulf oil spill?

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Wanted: Cars that Use Collective Intelligence to Improve Driving

Credit: woodleywonderworks

Every week, I drive in my car from Pleasanton, CA to San Francisco. You get some time to think when you make that drive. An idea that has occurred to me is…

We ought to be making better use of the data our cars generate.

It could make a difference in term of driver awareness, and safety.

This notion is consistent with something I heard Tim O’Reilly describe at the Web 2.0 Summit  last year: “web squared”. Which is an odd sounding term, I’ll admit.

Odd, but important. Here’s how O’Reilly and John Battelle describe “web squared” in a white paper:

The Web is no longer a collection of static pages of HTML that describe something in the world. Increasingly, the Web is the world – everything and everyone in the world casts an “information shadow,” an aura of data which, when captured and processed intelligently, offers extraordinary opportunity and mind bending implications. Web Squared is our way of exploring this phenomenon and giving it a name.

In the white paper, the increased use of sensors is a driver of this new trend. Sensors can track data on machinery and objects that can be turned into collective intelligence. Stanford futurist Paul Saffo sees sensors as the next great wave of technology innovation.

That’s some background for you. Now…how would this web squared collective intelligence be applied to driving?

Useful Data Goes Uncollected

As we drive, our cars produce a treasure trove of information:

  • Speed
  • Braking
  • Use of windshield wipers
  • Windshield wiper cleaning fluid usage
  • Steering wheel turning
  • Headlight usage

But none of it is collected. We see it, control it, on board as we drive. But that’s it. It’s not shared with anyone else. It’s just something we do while we drive.

Turning this Data into Collective Intelligence for Better Driving

Here’s what I would love to see. We’re driving along, and quietly, various data about our cars is collected and transmitted to the cloud. This data is tabulated in real-time. What such a system is looking for variances. Points of change. Because it’s these points of change that present the biggest headaches and safety issues for drivers.

Below are several ways that the data from cars can be used for effective collective intelligence to make driving safer.

Data Benefit
Speed Alert that traffic slows dramatically in 5 miles
Braking Alert that cars are slamming their brakes in 1 mile
Windshield wipers High frequency wipers in use 1 mile ahead
Wiper cleaning fluid Drivers unexpectedly cleaning windshield in 1 mile
Steering wheel turning Drivers veering sharply left in 1 mile
Headlights Drivers turning on headlights in 1 mile

Notice the way this should work. Not an alert for conditions right where you are. After all, you’ll know about those. It’s what’s coming up ahead of you where the value of such a system would work.

In the examples above, I imagine alerts for things happening 1 mile ahead, or even 5 miles. There’d be a visual and audio system of alerts. Think of it like a Twitter stream. Of data about conditions ahead. It’d generally be quiet, unobtrusive. Unless something materially changes in the road ahead of the driver. Kind of like a Garmin GPS unit telling you to “turn right in 1 mile”.

Such a system would take full advantage of GPS. As the data is relayed from cars, their location is noted. As a person drives, her location is noted, and plotted relative to identified upcoming changes.

Collective Intelligence Works at Scale

Collective intelligence requires a reasonably high participation rate to be of value. Sporadic, spot updates don’t provide sufficient data for this desired innovation to work.

Which means these systems would need to be built into cars. On-board computers that systematically track these variables and have the ability to transmit them to satellites. Like a Garmin GPS or GM OnStar unit.

And since scale is required, you’d want common standards among the automakers – GM, Ford, Chrysler, Toyota, Honda, Volkswagen, etc. No need to balkanize such a system.

It’s Just an Idea

As I noted at the start of this post, it’s just an idea for now. But it seems like a really good application of the web squared concept. I’d love to have better information on driving conditions, and there’s a wealth of data that can provide highly localized reports. We just need to be able to tap it.

My Ten Favorite Tweets – Week Ending 051410

From the home office in outer space, where I’m blogging from the space shuttle Atlantis’s final mission

#1: RT @georgedearing Pilot advertisers happy with initial results from Twitter’s new ad program // http://bit.ly/twittermarketers // #fb [ADWEEK]

#2: The debate about pilot projects in social business http://bit.ly/c3EViV by @leebryant #e20

#3: RT @amyjokim How to build a sustainable community http://bit.ly/bJtkes (practical tips for hands-on community management)

#4: Applies to enterprises as well: RT @sidburgess How Cul-de-Sacs Are Killing Your Community http://bit.ly/cGg6yi #e20

#5: Does Reputation Ranking Make a Difference in Idea Management? (via Spigit blog) http://bit.ly/cfPWa0 #innovation #e20 #reputation

#6: Customer Suggestions: When to Listen, When to Ignore >> Pragmatic Marketing #innovation http://post.ly/fMoz

#7: RT @jorgebarba Game-based marketing takes off from frequent flyer programs to social media | VentureBeat http://ff.im/-k2bW1

#8: Noticing an uptick in Foursquare friend requests lately.

#9: Would love a laptop like this: Future Designer laptop – ROLLTOP http://bit.ly/dkypIY

#10: My kindergarten son made this “spy” laptop computer today – no Flash support though… http://twitpic.com/1nk9pw

Foursquare Check-in Etiquette

Anyone remember the early complaints about Twitter? That people were posting updates about what they’re eating for lunch? Robert Scoble noted this phenomenon in a blog post from last September about Twitter’s rise:

It tells me that Twitter isn’t lame anymore. Remember those days when Twitter was for telling all your friends you were having a tuna sandwich at Subway in Half Moon Bay?

I do.

Yes, Twitter has grown up and become much more than the report of what you’re eating for lunch. Which brings us to Foursquare and Gowalla.

These services are in their early stages, with Foursquare outnumbering Gowalla four-to-one in members. Some of us are experimenting with these location-based services. For me personally, it feels like those early days of Twitter (“What should I tweet?”).

The biggest difference since my early Twitter days is that I’ve got more experience with this sharing behavior, and I’m comfortable trying different approaches.

With that in mind, I wanted to describe some early thoughts on Foursquare and Gowalla etiquette.

The Check-in Sharing Hierarchy

Louis Gray wrote a post recently asking whether people are censoring their check-ins to maintain hipster cred. It’s a good, if somewhat painful, examination of the fact that we do have some serious hum-drum in our lives. People’s comments on the post are illuminating, as some admit this behavior, but also note that they don’t want to bore everyone.

There are three levels of sharing check-ins that Foursquare provides (Gowalla only has the latter two):

The three levels each have their own unique use cases, and their own check-in etiquette.

Share It with No One

I’ve done this before. I check in, but I don’t share it with anyone. Why? Two reasons:

  1. Just maintaining a record of my days’ activities
  2. Like to stay on top of the mayorships, badges and points

See, a valuable use case of checking in with Foursquare and Gowalla is the maintenance of a personal activity history. The combination of GPS location, pre-existing locations and one-click check-in makes it quite easy to create your personal record. Now, some of those check-ins are less-than-interesting. Like…

Checking in at a gas station

Now it may be boring, but I’ll bet there’s a badge out there for multiple gas station check-ins. Maybe someone will earn a Gas Guzzler badge (as opposed to the Douchebag badge). It’s all part of the fun. A festooned Foursquare profile.

But there is a role for curating your check-ins. I really don’t need to know about your gas station check-ins. That applies to my interests, and it applies to what I assume to be the interests of my connections on the location-based services. Sure, share your whereabouts, but please have some mercy on those who follow you. We successfully graduated past the “What are you eating for lunch?” stage of Twitter.

And good luck with that Gas Guzzler badge.

Share Only with Foursquare, Gowalla Connections

People that follow you on Foursquare and Gowalla are participating in another aspect of location-based social networks. The “keeping tabs” aspect. You see what others are doing in the course of their day. For instance, I was able to see that Techcrunch’s MG Siegler was in Japan a few weeks back, via his various Gowalla updates.

One commenter on Louis Gray’s blog post noted this use case:

I’ve also found a use case in ethically “stalking” various tech pundits (I hate that word) and found a couple of high value events I would otherwise have missed.

Personally, I look at things like work check-ins as de rigeur for this level of sharing. Whereas gas station check-ins may bore your connections, the work stuff is of greater interest. I’ll often see CEO Eugene Lee’s check-ins at Socialtext headquarters. As head of a major software company, I’m sure he has to travel a fair amount. So the check-ins to HQ tell me he’s working away in the office.

I check in to Spigit every day. Proud to say I’m the Foursquare “mayor” of Spigit, oh yes. But I’m competing with several colleagues for that title. I share these check-ins with my Foursquare and Gowalla connections.

But not with my Twitter/Facebook connections. Those folks didn’t decide to follow me based on my daily work check-ins.

Share with Twitter, Facebook Friends

However, I do share check-ins, even mundane ones, on Twitter at times. I’ll explain in a second.

First, interesting ones are a no-brainer. Should you find yourself with Anne Hathaway at a post-Oscars party, by all means, share that check-in! Or maybe you’re in a working session at the White House. Definitely passes the interestingness test.

There’s also a good use case for alerting your wider social networks as to your location for meet-ups. It’s a commonly cited use case for Foursquare/Gowalla.

However, I’ll admit as a father with a full-time job and a mortgage, my “interesting” check-ins are few and far between, and I rarely am trying to connect with others at Trader Joe’s. And I’m not alone. The majority of people will have mundane check-ins as they go about daily life.

It’s making the mundane interesting where the Foursquare/Gowalla art is.

Create “tweetable” check-ins. What’s going on around you that would be worth sharing? What will some people on Twitter and Facebook find interesting?

It’s something I do, and I admit it’s a bit of a game for me. “What can I tweet with this check-in?” I find it forces me to observe what’s around me, or step back from where I am consider the larger moment.

A couple examples below:

I’ll never do a straight  tweet of my check-in at a BART station. At least, I won’t unless I fat finger my iPhone, that is. But if I can report out the unusually cold weather we’re experiencing, yeah, tweet that!

As I said above, we’re early in this location-based check-in thing. Consider the observations above a start.

I’m @bhc3 on Twitter.

My Ten Favorite Tweets – Week Ending 050710

From the home office at the New York Stock Exchange, where I said “Sell Google shares, not a googol shares!”

#1: Li: CEOs have five things they focus on every day. Your “open leadership” and social strategies need to relate to one of them. #socialc20

#2: Surowiecki: The presence of a single dissenter makes a group smarter. Key? Can’t be same person dissenting every time. #feiboston

#3: Surowiecki: Having crowd diversity – cognitive & heuristics diversity – is critical to crowd assessment of ideas. #feiboston

#4: Channeling @cshirky here: “It’s Not Idea Overload. It’s Filter Failure.” (via Spigit blog) http://bit.ly/bJkyf8 #innovation #crowdsourcing

#5: RT @timkastelle Innovation through Exaptation http://bit.ly/d6G1vt > The shifting of a trait’s function over time

#6: Thoughts on Innovation Management From FEI 2010 | Forrester Blogs http://bit.ly/ah0psG #feiboston

#7: RT @jdpuva Innovate on Purpose: Innovation Failure Points: Idea Generation http://bit.ly/bBGAl2

#8: Discussions about Facebook’s privacy settings have the feel of arguing over religion.

#9: RT @ParkerLSmith The Meaning of Colors Around the World http://post.ly/ea14

#10: Learned something tonight. If you karaoke Journey’s “Don’t Stop Believin'”, the entire bar will be there with you.

My Ten Favorite Tweets – Week Ending 043010

From the home office on the Gulf Coast, where I just have to note that you never hear about “sunshine spills” or “wind slicks”.

#1: RT @mattgaston If foursquare gets it right, they could go big. Very big! NYTimes: Linking Customer Loyalty With Social Networking http://nyti.ms/cfzclt

#2: RT @TechCrunch The Huffington Post Starts To Give Out Badges To Readers http://tcrn.ch/bQopLB > Just getting started…

#3: WSJ has its own Foursquare badges http://bit.ly/a6EjmX by @mathewi > WSJ also provides news items for locations

#4: RT @tacanderson Cool webcast today by HP: An economist’s view of crowdsourcing http://j.mp/czYrSY

#5: Getting the Most from Your Crowdsourcing Initiative (via Spigit blog) http://bit.ly/cugk0z #innovation

#6: RT @jacobm spigit announces its innovation summit, should be a great one http://bit.ly/csHfNE cc @bhc3

#7: 42: Why innovation is a hard sell http://bit.ly/b83pWs by @deb_lavoy > #Innovation is problem-solving, not ideation

#8: RT @Renee_Innosight Yes! RT @MARTYneumeier: The secret to collaboration is finding a rhythm that alternates between team creativity and individual creativity.

#9: NBC’s Parenthood cracks me up. Love it. Until it inevitably jumps the shark somewhere along the line with a “very special” Parenthood.

#10: About to start Stuart Hall Miller’s Mile with my son — at Warming Hut Park Store & Cafe http://gowal.la/c/E4ah

My Ten Favorite Tweets – Week Ending 042310

From the home office in some Redwood City bar, where I’m using my pick-up line on all the single ladies, “Did you happen to find my Congressional Medal of Honor around here? Or my iPhone 4G?”

#1: RT @TechCrunch Foursquare Becomes More Business-Friendly http://tcrn.ch/b45AJY > Biz owners can claim their businesses

#2: RT @jowyang Heard that foursquare us charging brands $50,000 for a custom branded badge. Good deal or bad? Think it through.

#3: RT @courtenaybird GOOD READ: It’s Time For An Open Database Of Places http://ow.ly/1A4HL (via @erickschonfeld)

#4: RT @briansolis The State and Future of Twitter 2010: Part Two http://bit.ly/aAV0r9

#5: “Sucks Less” Features http://bit.ly/an6s50 > funny product management perspective from my b-school classmate @trochte

#6: RT @amcafee New blog post up. “Drop the Pilot” advocates AGAINST small-scale #E20 pilot projects: http://bit.ly/aKD3WF

#7: This @gapingvoid cartoon well-describes the creative process, incl writing. http://bit.ly/9LlVIN Sometimes you got it, sometimes you don’t.

#8: Had to check to make sure this wasn’t dated April 1. It’s for real: “Vacationing a human right, EU chief says” http://bit.ly/bMYAH0

#9: I hear stories about Americans’ deep discontent with government, and I’m just not one of them. We’re working our way out of a deep well.

#10: Hilarious site that any parent of young kids can appreciate: www.shitmykidsruined.com (h/t @rochelle)

Six Factors in Emergent Innovation

In discussing employee-driven innovation, having a technology platform to deliver on objectives is a key part of a company’s strategy. Hard to get everyone tuned in when you rely only on email and conversations with your cubicle mates. But that’s just one factor. There are many other considerations for companies seeking to vault to the top of their industries through greater innovation.

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One set of characteristics are what I term factors of “emergent” innovation. I use emergent here in the sense of conditions which let good ideas find their level inside a company, regardless of source. Think of this as an alternative to R&D-led innovation, or innovations decided solely in the executive suite and cast down for implementation by the troops.

Of course, there are more than six factors to emergent innovation. For instance, the actual process of turning someone’s idea into an innovation project has several factors of its own. But these six are a good start.

This post is long. The links below will take you directly to a specific section.

  1. Healthy use of doubt
  2. Rough alternatives
  3. Experiments
  4. Resource margin
  5. Positive deviants
  6. Diversity of viewpoints

So what are these factors?

Healthy Use of Doubt

In creative thought, doubt is good. Doubt produces creative efficiency.

David Kord Murray, Borrowing Brilliance (page 167)

Credit: Eleaf

Doubt is a word pregnant with different connotations. It can have a strong meaning of, “I don’t believe you.” In terms of working on innovations, that meaning has the potential to undermine collaborative work.

But in the quote above from David Kord Murray, it has a more productive meaning. “Doubt” refers to continually challenging existing practices to determine how things can be done better. These may be company practices, or your own. As Murray explains it, without doubt you are implicitly accepting that current practices are the best they can be. You get locked in on one way to do things. Yet, as has been documented, the rate of change in global markets is accelerating. Locking into the one best way to do things becomes a recipe for a declining business.

In his book Borrowing Brilliance, Murray relates that Albert Einstein had an apathetic relationship to his first Theory of Relativity. Why? He maintained a healthy use of doubt toward it, knowing there was more to be done. He didn’t settle on his first theory, and eventually came up with his better second Theory of Relativity.

One note about the term “healthy” here. Doubt is a mental framework in which you look at things and consider how they can be better. Doubt should not become a systemic condition that causes people to stop efforts on current projects, as in “we’re doing this wrong, so why bother”. It’d be wrong to assume everything a company does is poor and must be scrapped. Or that every individual opinion must be acted upon.

Rough Alternatives

A Stanford study investigating quick executive decision making noted that fast decision makers (a necessary component of agility) operated as though they had a rotating radar antenna; constantly refreshing context and identifying alternative paths of action. Their speed came from having rough alternatives at hand if conditions changed.

Christopher Meyer, LinkedIn discussion

Intuitively, this concept makes a lot of sense. While it may seem obvious, it’s not for those working in the trenches. The general approach is selecting the course of action, and execute like hell. Go big or go home.

And that “execution” mentality is right. It is appropriate to aggressively execute on an initiative once a decision has been made. That’s how companies get ahead.

Meyer’s comment from the LinkedIn discussion above gets at an aspect of company strategy that’s growing in importance. Be ready to pull the trigger on an alternative when conditions change. Which means having a set of rough alternatives ready.

The notion of “doubt” in the previous section is useful here. Again, not “doubt” in the sense of undermining efforts to see a particular course of action through to success. Rather, maintain a healthy perspective that even as you’re working on one way to do something, there likely are better ways still, undiscovered.

Maintaining a set of alternatives is applicable to all parts of an organization. Senior level executives, mid-level managers, project leaders and anyone doing their job. I’d argue that people in the trenches are closer to the reality of how an initiative is faring, and have a sense of rough alternatives. Enable these individuals to share what they’re seeing.

Experiments

The cost of experimentation is now the same or less than the cost of analysis. You can get more value for time, more value for dollar, more value for euro, by doing a quick experiment than from doing a sophisticated analysis. In fact, your quick experiment can make your sophisticated analysis better.

Michael Schrage, Research Fellow at MIT Center for Digital Business

Credit: jurvetson

Once a proposed idea has been identified as having merit, it needs to be put through its paces. This historically was challenging, due to constraints on building out prototypes or simulating new features. But the world has gotten more digital, and as such much more can be tested than historically has been possible. In a Wall Street Journal article by the quoted author above, Michael Schrage, Google is noted for its ongoing experiments with search results. This isn’t surprising of course. Google exists in a digital world.

But what about non-digital firms? Wal-Mart regularly experiments with signage, displays and shelf layouts to gauge the effect of different ideas. Tesco experiments with different factors that determine when another checkout lane should be opened.

Even in the realm of healthcare, experiments are being conducted. Not drug trials, but improvements to processes. Kaiser Permanente operates The Sidney R. Garfield Health Care Innovation Center. The Center “brings together technology, architecture, nurses, doctors and patients with human-centered design thinking and low-fidelity prototyping and design to brainstorm and test tools and programs for patient-centered care in a mock hospital, clinic, office or home environment.”

Experiments are a data-based method of testing potential innovations. But they differ from current practice for many corporations, which to rely less on your own experiments and ore on the advice of well-paid consultants. Why? Dan Ariely observes the following in Harvard Business Review:

There’s the false sense of security that heeding experts provides. When we pay consultants, we get an answer from them and not a list of experiments to conduct. We tend to value answers over questions because answers allow us to take action, while questions mean that we need to keep thinking.

Emergent innovation is better served by internally managed experiments, not advice from external experts.

Resource Margin

The concept of resource margin is a really good one. I came across this nice description:

No matter how I see it, agility to me is much to do with introducing margin. What I mean by this is how much the necessary margin to have within your processes, knowledge base and human resources to allow for changes. You may have a norm for people to continuously question their processes and products, “Only the paranoid survives”, but if they have no room/margin for change, it’s hard to get them to react with agility.

Jeevandra Sivarajah, LinkedIn discussion

Credit: See MidTN.com (aka Brent)

This observation just makes sense. In a world of increased busyness, employees need that bit of flex in their schedules to explore improvements to something: processes, products, customer service, etc.

Google, of course, is famous for its 20% time. Employees have the freedom to set aside their daily work and invest some cycles on exploring something new. 3M has long had a similar policy.

Now for companies, I can see the math here…employees only working 4/5 of their time on core daily tasks needed. Means you need to hire 5/4 number of employees, or an extra 25% headcount. Economy is still wobbly, hmmm…

The reality is that innovation is a core part of companies’ growth. Which company doesn’t see that? Sure, there are firms devoted to be fast followers rather than innovators. But most companies thrive-or-suffer based on their innovation performance. Note, innovation is not just slick new products.

Employees should have innovation as part of their core jobs. In other words, sure they need to file their TPS Reports and process N number of transactions. But part of their day includes thinking about improvements and bigger ideas, socializing these ideas, researching them, figuring out experiments for them, etc.

Alternatively, companies can set up special ideation events. Maybe employees don’t have the time or wherewithal to pursue an innovation all the way through. But others in a company will, and they will benefit from hearing the crowdsourced ideas of employees.

Resource margin plays an important role in emergent innovation.

Positive Deviants

I really love the juxtaposition of “positive” and “deviants”. Two words that are often at odds. But they work well together. What is a positive deviant?

This initiative is an example of “positive deviance,” an approach to behavioral and social change. Instead of imposing solutions from without, the method identifies outliers in a community who, despite having no special advantages, are doing exceptionally well.

Rebecca Tuhus-Dubrow, The power of positive deviants

Credit: asw909

As someone who has worked in large organizations, the observation that there are people with different, smart approaches is one I wholeheartedly endorse. Seen it plenty of times, from my work with headquarters, in-store and warehouse personnel at Hecht’s Department Store to my days of investment banking with Bank of America.

Here’s a good example. The sales crew at Spigit do a good amount of outbound marketing to prospective customers. As anyone who has used email for this knows, it’s hard to figure out what works in terms of email subject lines and email body. One of our sales guys came up with a totally different subject line, certainly different than anything I would have come up with. And it works. The open rate is much better for his subject line. No paid consultants needed – someone figured out a way that works.

What’s particularly appealing here is that these innovations arise from the everyday work and problem-solving people do. This is the benefit of tapping this amazing resource: employees’ ingenuity and problem solving acumen.

Leveraging the “found” solutions inside an organization is part of emergent innovation.

Diversity of Viewpoints

Ideas benefit from a diversity of viewpoints. Professor Ron Burt studied something called “structural holes”, and employees who broker them. Think of structural holes as gaps between groups of people in an organization. These gaps prevent people from accessing one another’s feedback, perspective and expertise.

People with connections across structural holes have early access to diverse, often contradictory, information and interpretations which gives them a competitive advantage in seeing and developing good ideas. People connected to groups beyond their own can expect to find themselves delivering valuable ideas, seeming to be gifted with creativity. This is not creativity born of genius. It is creativity as an import-export business.

Professor Ron Burt, Structural Holes and Good Ideas (pdf)

Credit: Marco Bellucci

Professor Burt’s empirical analysis identified exposure to a greater range of perspectives as a key element of generating higher quality ideas. I particularly like this part of his observation: “diverse, often contradictory, information and interpretations”.

That’s right. Disagreeing perspectives are good for innovation. Not a chorus of “amens”. Contradictory knowledge and perspectives as productive innovation friction.

For companies, these collaborative networks are a form of crowdsourcing. Sourcing ideas from around the organization, and more importantly letting others with interest provide feedback and ideas for refinement.

Emergent innovation benefits significantly from…emergent perspectives gathered from around the organization. Note that email and over-the-cubicle-wall conversations are limiting factors on innovation. Hard to get a diversity of perspectives with those as your only sharing modes.

For companies seeking to accelerate innovation, those six characteristics are a solid beginning. What do you think?

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