Big Data to predict traffic jams

Big Data is increasingly being used to find solutions to problems around the world. In this latest example, Microsoft has partnered with the Federal University of Minas Gerais, one of Brazil’s largest universities, to undertake research that helps predict traffic jams up to an hour in advance.

With access to traffic data (including historical numbers where available), road cameras, Bing traffic maps, and drivers’ social networks, Microsoft and team are set to establish patterns that help foresee traffic jams 15 to 60 minutes before they happen.

Microsoft has tested this model in London, Chicago, Los Angeles, and New York, and claims to have achieved a prediction accuracy of 80 percent.

Amazon Dash: The Button That Rewrites Loyalty

A one-click purchase is not the point. Default is.

Amazon Dash Button looks simple. A branded button you stick near the place of usage. You press it. The same item arrives again.

But the strategic move is not “one click.” It is making the reorder the default behavior.

Dash Button turns repeat buying into an ambient habit. It shifts commerce away from discovery and toward automation. It pushes the battle for the customer from the shelf and the screen to the home.

What the Dash Button does

Dash Button is a small connected device tied to one specific product, and often one specific pack size. You link it to your Amazon account. You place it where the need occurs.

Examples are obvious in everyday life:

  • Detergent button near the washing machine
  • Coffee button in the kitchen
  • Pet food button near the feeding area

When the product runs low, you press. Amazon confirms the order, typically via app notifications, and ships.

The experience is intentionally narrow. That narrowness is the innovation.

In consumer convenience products, loyalty is often less about love and more about default.

Why the narrowness matters

Dash Button removes three high-friction moments that brands fight over every day:

  1. Search. The customer does not type a query.
  2. Comparison. The customer does not see alternatives.
  3. Persuasion. The customer does not view ads, ratings, or promotions in the moment.

In other words, the customer does not shop. They simply replenish.

Once a household adopts replenishment behavior, the role of branding changes. The brand becomes less about persuasion and more about being the chosen default.

The hidden bet. Repeat purchases are the real moat

Dash Button is a physical expression of a platform strategy.

If Amazon captures replenishment categories, it wins the durable, high-frequency part of retail. The items that quietly drive recurring revenue and predictable logistics.

The button also functions as a data instrument. It reveals how often a household needs a product, where it is used, and which categories are truly habitual versus occasional.

That insight feeds subscriptions, predictive delivery, and future interface removal.

What this signals to CPG and retail leaders

Dash Button compresses marketing into an upstream decision.

The question is no longer “How do we win at the point of purchase?” It becomes “How do we become the configured default before the point of purchase even exists?”

For CPG leaders, this forces uncomfortable clarity on loyalty, pack architecture, trade visibility, and availability. For retailers, it signals a shift in power toward whoever owns the reorder interface.

The consumer tension. Convenience vs control

Dash Button introduces a trust tradeoff.

Consumers value convenience, but they also worry about accidental orders, loss of price checks, oversimplified choice, and dependence on a single platform.

Those tensions do not invalidate the model. They clarify what platforms must solve through better confirmations, clearer reorder states, and smarter replenishment rules.

The bigger story. Interfaces disappear

Dash Button fits a broader direction in commerce. Buying moves away from screens and toward contexts.

The pattern is consistent: less explicit shopping, more embedded intent, more automation, and more default-driven brand outcomes.

Dash Button is not the endpoint. It is an early, tangible step toward commerce that feels invisible.


A few fast answers before you act

What was Amazon Dash?

Dash was a physical reorder button that let customers buy a specific everyday product with one press, removing browsing and checkout steps.

What is the core mechanism?

Turning replenishment into a default action. One button equals one SKU. The interface collapses choice into speed and habit.

Why does this change loyalty dynamics?

Because the reorder interface becomes the brand decision. If the button exists, switching requires extra effort, so the default compounds over time.

What is the business intent?

Increase repeat purchase frequency and reduce churn by owning the replenishment moment and lowering friction to near zero.

What should other brands steal?

Design for the reorder moment. If your category is habitual, the winning move is to remove steps, make the default easy, and earn repeat behavior through convenience.

Durex UK: Dual Screen Ads

When the “real” ad plays on your second screen

People watch TV with a phone in hand. Durex UK used that habit to turn a standard broadcast spot into an interactive experience.

Last year, Durex UK created a new way for viewers to interact with its TV ad. Viewers who used the Durex Explore mobile app while watching the ad on their TV or computer got a steamy alternative on their second screen.

How the dual-screen mechanic worked

The mechanism was straightforward. The broadcast spot acted as the trigger, and the Durex Explore app delivered an alternative experience on the viewer’s phone or tablet.

That split matters. The TV carried the mainstream version. The second screen carried the more private, more personal layer, where the viewer could engage without turning the living room into a shared moment.

In UK brand communications, second-screen behavior is already the norm.

Why it lands in real viewing contexts

This works because it respects how people actually consume media.

Phones are personal. TV is social. By moving the steamy content to the second screen, Durex created a “permissioned” experience. The viewer chooses it, in their own space, on their own device.

It also rewards attention. Instead of asking viewers to tolerate an ad, it gives them a reason to participate.

The business intent behind extending TV and radio through an app

The intent is to convert passive reach into active engagement, while keeping the broadcast execution broadly acceptable.

Then, on Valentine’s Day this year, Durex UK repeated the same idea via radio. They released a steamy radio spot that also used the Durex Explore app to provide listeners with a similar steamy video experience on their smartphone or tablet.

That is the strategic move. One app. Multiple channels. A consistent interaction model that travels across TV, computer viewing, radio, and mobile.

What to steal from this second-screen pattern

  • Use the second screen for the private layer. Put the content that needs discretion on the personal device.
  • Make participation optional and clear. The viewer should feel in control of switching modes.
  • Design one mechanic that scales across channels. If the app is the interface, TV and radio can both become entry points.
  • Reward attention with a different experience. The second-screen payoff must feel meaningfully distinct from the broadcast spot.

A few fast answers before you act

What did Durex UK do with the Explore app?

They used it to deliver an alternative, steamy second-screen experience for viewers watching a TV ad, and later for listeners hearing a radio spot.

What is the core mechanism?

A broadcast ad acts as the trigger. The mobile app provides the alternative content on a phone or tablet.

Why is second screen a good fit for this category?

Because it keeps intimate content on a personal device, while the broadcast remains suitable for shared environments.

What business goal does this support?

Turning broadcast reach into measurable engagement and creating a repeatable interaction layer that works across channels.

What is the main takeaway for marketers?

If your message has a “public” and “private” version, broadcast the public layer and let the second screen deliver the private layer by choice.