Confirmation bias is the “tendency for people to favor information that confirms their preconceptions or hypotheses, regardless of whether the information is true.” It’s what happens when you take your lovely new-product hypotheses to customers. This systematically distorts data on customer needs… and that can’t be good for innovation, right?
More in 2-minute video at 35. Insist on data-driven innovation
Ultimately, everything your business does should be about efficiently delivering value to customers. If you don’t focus on clusters of like-minded customers, their needs will be randomly observed by different people in your company at different times under different conditions. Not an efficient way to develop new products—your lifeblood.
More in 2-minute video at 16. Segment by markets for innovation
According to the authors of The Challenger Customer, “The limiting factor is rarely the salesperson’s inability to get an individual stakeholder to agree to a solution. More often it’s that the stakeholders inside the company can’t even agree with one another about what the problem is.” To overcome this, try Key Account Blueprinting… New Product Blueprinting applied to one large account at a time. This forces stakeholder agreement.
More in white paper, Key Account Blueprinting
When you finish the front-end of innovation, you may have plenty of technical risk ahead. But you can examine B2B customer outcomes at nine levels, and gain an incredible understanding of the customer’s world. Done well, your commercial risk should be negligible when you enter the development stage.
More in white paper, Timing is Everything (page 6)
And that’s the point, isn’t it? If we just try to develop the products our customers ask everyone for, and we haven’t cornered the market on R&D genius, we’ll keep struggling with differentiation. But if we intentionally expose ourselves to unexpected information—that our competitors lack—we’ll create more significant, protectable value.
More in 2-minute video at 25. Let your customers surprise you
Do you know if your company is improving key capabilities? Understanding customers’ needs, assessing competitive alternatives, creating data-driven value propositions, etc.? A race team that just counts wins—instead of pit crew times and engine torque—stops winning. Understand the capabilities that drive innovation and start measuring them.
More in Chapter 9 of Business Builders by Dan Adams
Avoid “technology push.” But should you just leave your technology quivering on the lab bench? Hardly. Conduct customer interviews without mentioning your technology. If customer outcomes match your technology… wonderful! Otherwise, look for different technology (for this market), or look for another market (for this technology).
More in 2-minute video at 21. Give your hypotheses the silent treatment
Technology development is science-facing and converts money into knowledge. Product development is market-facing and converts knowledge back into money. Both are critical, but don’t confuse them. And never do any product development until you have quantified, unbiased, unfiltered data on customer needs.
More in white paper, Commercialize technology in six foolproof steps
In many areas of life, there’s the “old way” and the “new way.” Does your company still develop “hypotheses” internally, and then meet with customers to validate them? This can lead to confirmation bias for you and stifled yawns for your customers. In the “new way,” you start by uncovering customer needs, not by internally “ideating” your solutions.
More in e-book, Reinventing VOC for B2B
The “Build-Measure-Learn” cycle in Lean Startup begins with a hypothesis, and is great for B2C. End-consumers can seldom tell you what will amuse them or increase their sense of self-worth. But knowledgeable B2B customer can predict their desired outcomes. So start with a “Learn” pre-step. Customers will tell you all you need if you know how to ask.
More in white paper, Lean Startup for B2B (page 3)
Picture this: A customer tells your sales rep what they want, who hands it off to your R&D. This clever customer tells your competitors the same thing. Terrific. If more than one supplier crosses the finish line, you can forget any price premium. Try this: You choose the race conditions by targeting an attractive market, and exploring its needs better than competitors. This is one reason why market-facing innovation is superior to customer reactive innovation.
More in 2-minute video at 16. Segment by markets for innovation
It’s risky to incrementalize… but “great hope” projects often absorb huge resources and end with a whimper. What’s the answer? Get out more. Spend more time in customers’ worlds to reduce commercial risk. And reduce technical risk through open innovation, tapping into external technologies. You can’t thrive today without external insight. (Hmmm… “exsight”?)
More in 2-minute video at 42. Beware of New Product Incrementalism
If you’re asked to cross an unfamiliar chasm, would it be risky? Hard to say. Until you learn if you’ll face a bridge or a tightrope, you can’t assess risk (probability). You’re just uncertain. Many companies fear risk in an unfamiliar market, when they should map out a plan to reduce uncertainty. This is especially easy to do in B2B markets.
More in white paper, www.UnfamiliarMarkets.com (page 2)
Steve Jobs quoted Henry Ford, who said, “If I had asked people want they wanted, they would have said faster horses.’” But these men were end-consumers themselves, so they understood their markets. Most B2B suppliers, typically have much to learn about customer desired outcomes… and B2B customers are willing and able to tell them.
More in 2-minute video at 18. Avoid the faster horse fallacy