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Design

Navy Reverting DDGs Back to Physical Throttles, After Fleet…

  • August 19, 2019
  • by Andy

Apparently, the Navy investigations into recent ship crashes at sea has concluded that touch screen navigation controls on the ships were at least partially to blame for those accidents. Due to this, they are reverting back to analog (physical) controls.

I think this is an interesting study in UX and UI design. First, assuming many controls were converged into a display, its always a challenge to force people to navigate through layers (also is a cognitive load) when they are trying to accomplish something. Second, if that thing they’re trying to do happens to be under pressure in a crisis, their cognitive function is much different than under SoPs. They will use a lower, less conscious, part of the brain to take action. If they are blocked by screens they have to move through this very well could lead to disaster. Give them a big board of knobs and dials for which they build muscle memory.

Tesla Model 3 Dashboard

I’ve experienced this myself. I love my Tesla Model 3 including the controversial “no physical controls everything is on the screen” dashboard. Its perfect under normal conditions. However, whenever there is an urgency, its a burden. When I took the car for its first car wash, the belt started moving the car into the wash and I suddenly had to quickly fold in the mirrors, turn off the auto-wipers and put it in neutral. Even though I had seen all these controls, having them buried 2 and 3 layers down (they certainly aren’t primary controls and thus aren’t one-touch available) made me have to remember and the pressure had me go blank. (We’ll forget the embarrassment when the attendant goaded me saying “don’t worry, we all had new cars at one time”. Thanks buddy).

The Navy will begin reverting destroyers back to a physical throttle and traditional helm control system in the next 18 to 24 months, after the fleet overwhelmingly said they prefer mechanical controls to touchscreen systems in the aftermath of the fatal USS John S. McCain (DDG-56) collision.


The investigation into the collision showed that a touchscreen system that was complex and that sailors had been poorly trained to use contributed to a loss of control of the ship just before it crossed paths with a merchant ship in the Singapore Strait. After the Navy released a Comprehensive Review related to the McCain and the USS Fitzgerald (DDG-62) collisions, Naval Sea Systems Command conducted fleet surveys regarding some of the engineering recommendations, Program Executive Officer for Ships Rear Adm. Bill Galinis said.

https://news.usni.org/2019/08/09/navy-reverting-ddgs-back-to-physical-throttles-after-fleet-rejects-touchscreen-controls
Content

Snap announces Spectacles 3 with an updated design and…

  • August 19, 2019
  • by Andy

I’ve done a fair bit of writing and research on the history of Spectacles at Snap as it serves as a case in one of my classes. The first version was a disastrous product launch. The second seemed to take user input and improve where there were complaints but it still seemed like a solution looking for a problem.

With v3, Snap appears to be changing the use-cases. Its now less about day to day use and I suspect the notably higher price point allowed it to add much more visual data capture horsepower. This can eventually be pivoted in an interesting VR/AVR play. No announcements there yet but a good chance that’s where they’re heading. Follows a common tech product trope (albeit in v3 vs. v1) in putting out an expensive, high-end version that only appeals to a narrow audience including creators and then broadening as the price point and supporting software and use-cases follow. This story isn’t over (assuming Snap itself can survive).

Snap today announced Spectacles 3, a redesigned version of its augmented reality sunglasses with a sleek new design and an added HD camera to create depth perception. The glasses, which the company has positioned as a limited release, represent Snap’s latest effort to build a new computing platform centered on the face. They will go on sale on Spectacles.com in November for $380.

https://www.theverge.com/2019/8/13/20802239/snapchat-spectacles-3-pricing-release-date-snap
What's tech?

What’s Tech?

  • August 18, 2019August 18, 2019
  • by Andy

I’ve been recently thinking about how I simplify my approach whether its developing my own products, advising companies on theirs or in my teaching. One way I’ve done this is focusing pretty singularly on ROI as the way to measure all opportunities in front of me. It might seem obvious, but too many people get distracted by lesser or vanity measures. Let me know what you think.

Analytics

Commentary: ROI is the only KPI

  • August 18, 2019August 18, 2019
  • by Andy

Key Performance Indicators (KPIs) are one of the hottest topics in product management (well, management in general in a well run company). However, many struggle in defining meaningful ones. I assert there’s only one that matters: return on investment (ROI). Using this will help simplify and clarify all your activities and planning. I have found few things that can’t be defined in terms of ROI.

In my work across a variety of companies large and small I typically see one of these situations:

  1. KPIs inherited from what finance/sales (or whomever the revenue generating owner is) says measured as pure P&L and not often reconciled with the total investment (and often missing secondary KPI product and user success measures)
  2. A massive number of intricate measures that no one can get their head around nor really knows how or why each matters for the business/product
  3. Not much at all

In each case, there needs to be a KPI reset. I encourage most teams I work with to have primary and secondary KPIs. Primary are what really defines and measures success. Secondary are more intricate that focus on more detailed aspects of a product or business. I have arrived at the point — after testing this across many different types of products, services and organizations — that ROI (broadly applied) is the one all products should set as their primary KPI.

In my teaching, we discuss these KPI categories:

  • Acquisition: how do customers discover the product
  • Conversion: how to we get them to pay
  • Engagement: how regularly and for how long your product is used
  • Retention: when time to return/renew, do they
  • Satisfaction: how do customers rate the product
  • Defect rates: what is the rate of defect/failure in the product
  • Cost savings: how can this product make the business more efficient

There are a few KPI models but most overlap with these groups. These are excellent secondary KPIs and should be measured in every product. In addition, we always want to measure our KPIs in terms of our customer needs, not just our business interests.

Amazon provides one of the best example here: typically, warehouse logistics would measure success as the time from order received until order shipped. Amazon measures from order received until customer receipt of the package. If they are quick in the warehouse but the shipper is slow their customer still is not satisfied. This is also why you see Amazon taking over the last mile of deliveries more and more.

All traditional KPIs can be translated into ROI. Let’s look at some examples.

Example: Social network engagement

Social networks are all about engagement, right? Well, yes, that’s a key secondary measure: typically daily active users (DAU) over monthly active users (MAU). However, every user and every user interaction has a value. Facebook makes money on ad display and interaction. They know the values of those and a bit of math can peg a value on each user engagement. They then need to know both what are the upfront and ongoing R&D for the service plus other operational costs providing the ROI denominator. That might seem simple and obvious but there’s a knock-on effect: by tracking ROI, they can actually see variations that engagement alone does not show. What if ad rates fluctuate? What about bandwidth or R&D costs? What if we now need to hire 20,000 people to moderate our content? Engagement alone is too simple.

Example: Subscription service retention and LTV

Its less expensive to keep a customer than acquire a new one goes the saying (and the data most often supports this). This one should be pretty straightforward as any good acquisition engine inherently uses ROI to evaluate their marketing spend efficacy. But what about retention? How much are you willing to spend (often in discounts or other incentives) to keep a subscriber? Companies typically know the lifetime value (LTV) of their customers (especially if you’re in the subscription game). Its the average purchase * typical retention period purchases (e.g. $30/mth over 15 months or $450 LTV).

However, are you tracking lifetime net profit (LNP) of your customers? LNP takes LTV and considers margin. Continuing the example above, if we consider that we have a 33% margin on those subscriptions, our LNP is actually $148.50.

Lifetime Net Profit per User 
I. Avg Purchase$30
J. Average Purchases per month1
K. Typical retention (months)15
L. LTV (IxJxK)$450
M. Average Margin33%
N. LNP of a user (LxM)$148.50

When the marketing dept tells customer service that they can spend $200 to incentivize a customer to stay, that might actually be a negative ROI.

Example: Real customer acquisition cost

Any good marketer (esp digital) will track the ROI of all their placements across media buys. Customer Acquisition Cost (CAC) is typically your marketing spend (for a given channel/placement) over your number of conversions. But just looking at CAC might not show the full picture. Consider the example below:

Real Customer Acquisition Cost 
A. Marketing Spend$10,000
B. Clicks2,000
C. CPC (A/B)$5.00
D. Conversion Rate2.5%
E. Conversions (BxD)50
F. CAC (A/E)$200
G. Discount on 1st purchase$50
H. Real CAC (F+G)$250

The conventional CAC does not capture the fact that there’s also an incentive discount of $50 making the real CAC $250.

If you want to take it further, the LTV/CAC ratio is often measured as key to tracking unit profitability. Combining our two examples above, this would be 2.5x ($450/200) under the conventional model. But considering LNP/rCAC, that now is a negative 0.59x ($148.50/250) return. It looks like you have a nice ROI on your marketing spend for your service and a good retention plan, but maybe not.

Thus, using ROI (or its proxy measures) is going to give you a clearer picture of:

  • Is what I’m doing operationally with my product profitable?
  • Is my acquisition funnel profitable?
  • Should I build this?

I now always ask this question and drive to find these ratios when I engage companies on product strategy.

Regulation

The Phony Patriots of Silicon Valley

  • August 18, 2019August 18, 2019
  • by Andy

Good summation:

Meredith Whittaker, a co-founder of the AI Now Institute at New York University and a former Google employee, characterized the tech industry’s scaremongering about China as a tactical move meant to deflect criticism. “It’s a really convenient narrative,” Ms. Whittaker said. “It evokes nationalism and a red scare trope that has worked in the past. And it implies that regulation, accountability and taking a pause to consider ethics would be counter to ‘winning.’”

https://www.nytimes.com/2019/08/12/technology/the-phony-patriots-of-silicon-valley.html
Data

Correlation vs. causation

  • August 18, 2019August 18, 2019
  • by Andy

Correlation vs. causation. Love this example: divorce rate in Maine vs. margarine consumption.

Regulation

Google Nest removes ability to turn off indicator light…

  • August 18, 2019August 18, 2019
  • by Andy

This is a notable overstep by Google. Independent of how you feel on the issue, they no longer own the devices and should not be able to manipulate user features unless there’s a legal or liability change for THEM. I suspect the latter is at issue here and they’re hiding behind “privacy”.

This is what our new world of connected devices entails. Tesla recently hinted at taking away some autopilot features for those who don’t buy a higher level of software. Its not as clean as before connected devices. However, taking power from owners is not a good step. Hopefully, there is consumer pressure and/or legal action.

Culture

Three years of misery inside Google, the happiest company…

  • August 18, 2019August 18, 2019
  • by Andy

There’s almost too much here to analyze but a good (long) summary of the changing culture of Google. They’re often cited as the modern company paradigm of transparency, autonomy and networks of employees. Seems to be unraveling 20 years on. Was the principle of not checking your personal views at the door a good one?

ON A BRIGHT Monday in January 2017, at 2:30 in the afternoon, about a thousand Google employees—horrified, alarmed, and a little giddy—began pouring out of the company’s offices in Mountain View, California. They packed themselves into a cheerful courtyard outside the main campus café, a parklike area dotted with picnic tables and a shade structure that resembles a giant game of pickup sticks. Many of them held up handmade signs: “Proud Iranian-American Googler,” “Even Introverts Are Here,” and of course, “Don’t Be Evil!” written in the same kindergarten colors as the Google logo.

https://www.wired.com/story/inside-google-three-years-misery-happiest-company-tech/
Engineering

100 Years Ago this Telephone Tower in Stockholm Connected…

  • August 18, 2019August 18, 2019
  • by Andy

Physical infrastructure. Amazing.

From 1887 – 1913 this incredible Telephone Tower served as one of the main telephone junctions in Stockholm, Sweden. About 5000 telephone lines were connected here. Even after the tower was decommissioned in 1913 the tower remained as landmark until 1953 when it was torn down as the result of a fire.

https://twistedsifter.com/2014/08/stockholm-telephone-tower-connects-5000-lines/
Brand

Tesla Model 3 owner unlocks car with her arm…

  • August 18, 2019August 18, 2019
  • by Andy

Talk about brand lock in.

There many ways to unlock a Tesla Model 3 — keycard, key fob, Tesla app — and one owner found a new one with a biohack: implanting a RFID chip into her arm to unlock her Model 3 with it.


A biohacker going by “Amie DD” on Hackaday released a video (embedded below) about how she extracted the RFID chip out of her Model 3 keycard and created an implant that she injected into her arm.

https://electrek.co/2019/08/10/tesla-model-3-unlock-arm-implanting-rfid-chip/
Content

Why Banning 8chan Was So Hard for Cloudflare: ‘No…

  • August 18, 2019August 18, 2019
  • by Andy

Sorry, but this is not be a difficult moral decision. 8chan supports the spread of hate and calls to violence. That’s not only “illegal” but morally reprehensible pan-culturally. This is not equivalent to a Middle Eastern gov’t banning homosexuality and then calling for the plug to be pulled by the infrastructure providers. Glad they did it but it should not take this kind of incident to prompt it. All this hand wringing…

8chan, the anonymous message board where the man accused of carrying out the El Paso massacre posted his manifesto, went offline.
The man most responsible for the outage wasn’t Jim Watkins, 8chan’s owner, or his son Ronald, the message board’s administrator.
Instead, the decision to take 8chan offline, at least temporarily, fell largely to Matthew Prince, the chief executive of the little-known San Francisco company Cloudflare.

https://www.nytimes.com/2019/08/05/technology/8chan-cloudflare-el-paso.html
Business models

Netflix is not a tech company

  • August 18, 2019August 18, 2019
  • by Andy

Discussion of how Netflix is not a tech company but a “TV” company. One thing the analysis missed is that Netflix is using hyper-niche proprietary content to lock people in.

Netflix realised that you could spend far more money on far more hours of scripted drama than anyone had ever spent before, and you could (hopefully) make your money back by selling it on subscription directly to consumers instead of going through aggregators, using a new technology, broadband internet, that both gave you that access and made it possible for people to browse that vast selection of shows.

https://www.ben-evans.com/benedictevans/2019/7/31/Netflix
Engineering

French Inventor Hoverboards Across the English Channel, Manages Not…

  • August 18, 2019August 18, 2019
  • by Andy

He had to get this in before Brexit. An impressive engineering achievement.

We all know that age-old adage: if you don’t succeed, try, try again. Sometimes you’ve just got to pick yourself up by your bootstraps, get back on your hoverboard, and give crossing that English Channel another go.

https://gizmodo.com/french-inventor-hoverboards-across-the-english-channel-1836951967
Regulation

Proposed US law would ban infinite scroll, autoplaying video

  • August 18, 2019August 18, 2019
  • by Andy

By banning features (even annoying ones like autoplay) legally we’re crossing into a new era. Remember, regulation is a blunt instrument. How would they even enforce this? INTERNET FORCE!

Nobody likes auto-playing video or sites that keep scrolling away infinitely when you’re just trying to reach the bottom of the page. But you probably don’t hate either “feature” as much as Sen. Josh Hawley (R-Mo.), who introduced a bill today to ban these and other “exploitative” practices.


While the ban on infinite scroll is the most amusing part, the proposed SMART Act (PDF), a backronym for the Social Media Addiction Reduction Technology Act, seeks to ban online companies from using a wide array of tactics that “exploit human psychology or brain physiology” to reduce user choice.

https://arstechnica.com/tech-policy/2019/07/proposed-us-law-would-ban-infinite-scroll-autoplaying-video/
Business models

Amazon as experiment

  • August 18, 2019August 18, 2019
  • by Andy

Experimentation is at Amazon’s core. Culturally what it means is that “ideas” are not judged out of hand by those “in the know” but based on evidence. Nothing is bad, just untested.

Also a good point around the shopping aspects Amazon doesn’t do well as they do not focus much on shopping experience: “can it work out how to let us shop, rather than just buy?”

I sometimes think that if you could look in the safe behind Jeff Bezos’s desk, instead of the sports almanac from Back to the Future, you’d find an Encyclopedia of Retail, written in maybe 1985. There would be Post-It notes on every page, and every one of those notes has been turned into a team or maybe a product.


Amazon is so new, and so dramatic in its speed and scale and aggression, that we can easily forget how many of the things it’s doing are actually very old. And, we can forget how many of the slightly dusty incumbent retailers we all grew up with were also once radical, daring, piratical new businesses that made people angry with their new ideas.

https://www.ben-evans.com/benedictevans/2019/7/26/amazon-as-experiment

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