Tag: model

News

Here’s the Apple Pencil Lineup With New Pro Model

Post author By miranda cosgrove
Post date May 8, 2024
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With the launch of the refreshed iPad Air and iPad Pro models, Apple introduced a new “Apple Pencil Pro.” No ‌Apple Pencil‌ options have been discontinued, which means there are now four total Apple Pencils to choose from.

Apple Pencil Pro
While the updated ‌iPad Pro‌ and ‌iPad Air‌ are compatible with the ‌Apple Pencil‌ Pro and the USB-C ‌Apple Pencil‌, they do not work with the ‌Apple Pencil‌ 2. Older iPads are also not able to work with the ‌Apple Pencil‌ Pro.

Apple Pencil Pro

M4 ‌iPad Pro‌
M2 ‌iPad Air‌

Apple Pencil USB-C

M4 ‌iPad Pro‌
‌M2‌ ‌iPad Air‌
12.9-inch ‌iPad Pro‌ (4th gen and later)
11-inch ‌iPad Pro‌ (1st gen and later)
‌iPad Air‌ (4th and 5th gen)
iPad mini (6th gen)

Apple Pencil 2

12.9-inch ‌iPad Pro‌ (3rd, 4th, 5th, and 6th gen)
11-inch ‌iPad Pro‌ (1st, 2nd, 3rd, and 4th gen)
‌iPad Air‌ (4th and 5th gen)
‌iPad mini‌ (6th gen)

Apple Pencil 1

12.9-inch ‌iPad Pro‌ (1st and 2nd gen)
10.5-inch ‌iPad Pro‌
9.7-inch ‌iPad Pro‌
‌iPad Air‌ (3rd gen)
‌iPad mini‌ (5th gen)
iPad (6th gen and later)

The ‌Apple Pencil‌ Pro and the ‌Apple Pencil‌ 2 are both priced at $129, while the ‌Apple Pencil‌ 1 is priced at $99 and the ‌Apple Pencil‌ USB-C is $79.

Compared to older ‌Apple Pencil‌ models, the ‌Apple Pencil‌ Pro supports squeeze gestures, roll gestures, haptic feedback, and Find My.

Apple Pencil Buyer’s Guide: Which Model Should You Choose?

Post author By miranda cosgrove
Post date May 7, 2024
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Apple now offers four different Apple Pencil models at $79, $99, and $129 price points, each with different feature sets and compatibility. Our guide helps you decide which ‌Apple Pencil‌ is best for you.

Apple Pencil Buyers Guide Graphic ft Pro
Which ‌Apple Pencil‌ you should buy is firstly determined by which iPad model you have. Some ‌iPad‌ models are only compatible with one kind of ‌Apple Pencil‌, while others are compatible with two. If your ‌iPad‌ model only supports one kind of ‌Apple Pencil‌, your buying decision is straightforward. Use the table below to find out which ‌Apple Pencil‌ models your ‌iPad‌ supports:

‌Apple Pencil‌ (first-generation, 2015)	‌Apple Pencil‌ (second-generation, 2018)	‌Apple Pencil‌ (USB-C, 2023)	‌Apple Pencil‌ Pro (2024)
iPad Pro 12.9-inch (first- and second-generation)	‌iPad Pro‌ 12.9-inch (third-, fourth-, fifth-, and sixth-generation)	‌iPad Pro‌ 12.9-inch (third-, fourth-, fifth-, sixth-, and seventh- generation)	‌iPad Pro‌ 13-inch (seventh-generation)
‌iPad Pro‌ 9.7-inch and 10.5-inch	‌iPad Pro‌ 11-inch (first-, second-, third-, and fourth-generation)	‌iPad Pro‌ 11-inch (first-, second-, third-, fourth-, and fifth-generation)	‌iPad Pro‌ 11-inch (fifth-generation)
iPad Air (third-generation)	‌iPad Air‌ (fourth- and fifth-generation)	‌iPad Air‌ (fourth-, fifth-, and sixth-generation)	‌iPad Air‌ (sixth-generation)
iPad mini (fifth-generation)	‌iPad mini‌ (sixth-generation)	‌iPad mini‌ (sixth-generation)
‌iPad‌ (sixth-, seventh-, eighth-, ninth-, and tenth-generation)		‌iPad‌ (tenth-generation)

Simply put, if your ‌iPad‌ features a Lightning connector, it is only compatible with the first-generation ‌Apple Pencil‌, providing it has ‌Apple Pencil‌ support at all. It will not work with the second-generation ‌Apple Pencil‌ or the ‌Apple Pencil‌ with USB-C. If your ‌iPad‌ features a USB-C port, it is compatible with the second-generation ‌Apple Pencil‌ and the ‌Apple Pencil‌ with USB-C, except the tenth-generation ‌iPad‌, which supports the first-generation ‌Apple Pencil‌ and ‌Apple Pencil‌ with USB-C, and the M2 ‌iPad Air‌ and M4 ‌iPad Pro‌, which support the ‌Apple Pencil‌ Pro and ‌Apple Pencil‌ with USB-C.

It is worth noting that the first-generation ‌Apple Pencil‌ is only compatible with the tenth-generation ‌iPad‌ using a USB-C cable and USB-C to ‌Apple Pencil‌ Adapter. It is not possible to use the first-generation ‌Apple Pencil‌ this way with any other ‌iPad‌ model that has a USB-C port.

All four ‌Apple Pencil‌ models feature “pixel-perfect” precision, low latency, and tilt sensitivity, but feature different designs, pairing and charging methods, pressure sensitivity capabilities, and more. The below table lists all hardware and feature differences between the different ‌Apple Pencil‌ models.

‌Apple Pencil‌ (first-generation, 2015)	‌Apple Pencil‌ (second-generation, 2018)	‌Apple Pencil‌ (USB-C, 2023)	‌Apple Pencil‌ Pro (2024)
Glossy finish	Matte finish	Matte finish	Matte finish
Weighted to prevent rolling	Flat edge to prevent rolling and snap to the side of an ‌iPad‌	Flat edge to prevent rolling and snap to the side of an ‌iPad‌	Flat edge to prevent rolling and snap to the side of an ‌iPad‌
	Attaches magnetically for storage, pairing, and charging	Attaches magnetically for storage	Attaches magnetically for storage, pairing, and charging
6.92-inch length	6.53-inch length	6.1-inch length	[Currently unknown]
Removable cap		Non-removable sliding cap
Lightning connector		USB-C port
Pair and charge via Lightning port or USB-C cable and USB-C to ‌Apple Pencil‌ Adapter	Pair and charge wirelessly	Pair and charge via USB-C cable	Pair and charge wirelessly
Pressure sensitivity	Pressure sensitivity		Pressure sensitivity
			Barrel roll
	Supports ‌Apple Pencil‌ hover	Supports ‌Apple Pencil‌ hover	Supports ‌Apple Pencil‌ hover
	Double-tap to change tools		Double-tap to change tools
			Squeeze control
			Haptic feedback
			Find My support
	Free engraving option		Free engraving option
$99	$129	$79	$129

First-Generation Apple Pencil vs. Apple Pencil With USB-C

Most users should choose the ‌Apple Pencil‌ with USB-C. For a price of just $79, the ‌Apple Pencil‌ with USB-C provides a good balance of features with a more modern design. It also has the added advantage of being compatible with a wide range of models and will likely work with all new ‌iPad‌ models for many years to come.

It is only worth opting for the first-generation ‌Apple Pencil‌ if you specifically want pressure-sensitivity for activities like illustration, since the ‌Apple Pencil‌ with USB-C does not have this feature. Buyers should be aware that this model comes at a $20 premium, requires a USB-C to ‌Apple Pencil‌ Adapter with the tenth-generation ‌iPad‌, and will not be compatible with any future ‌iPad‌ models. It also cannot be magnetically attached to an ‌iPad‌ for storage, features a larger and older design, and has a removable cap over the Lightning connector that’s easy to lose.

Second-Generation Apple Pencil or Apple Pencil Pro vs. Apple Pencil With USB-C

If choosing between the second-generation ‌Apple Pencil‌ or ‌Apple Pencil‌ Pro and the ‌Apple Pencil‌ with USB-C, the second-generation and Pro models are a better choice on account of their superior feature set, but this requires spending an additional $50. Double-tap to change tools and pressure-sensitivity may be particularly useful additions for illustrators, while the easy pairing and charging on the side of an ‌iPad‌ provides a much better experience than a wired connection with a USB-C cable.

If you have only basic needs for activities like handwriting notes and marking up documents, the ‌Apple Pencil‌ with USB-C is still a great option at a much more affordable price point. It even supports ‌Apple Pencil‌ hover on the newer ‌iPad Air‌ and ‌iPad Pro‌ models.

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Tags Apple, Buyers, Choose, Guide, model, Pencil

Featured

Want more range on your Tesla Model Y? You might have to pay extra to unlock it

Post author By lisa nichols
Post date May 7, 2024
No Comments on Want more range on your Tesla Model Y? You might have to pay extra to unlock it

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Tesla CEO Elon Musk sparked debate this week when he took to X (formerly Twitter) to reveal that any Model Y built over the “past several months” is capable of an electric range in excess of the stated 260 miles, but unlocking this could come at a cost.

“The “260 mile” range Model Y’s built over the past several months actually have more range that can be unlocked for $1,500 to $2,000 (gains 40 to 60 miles of range), depending on which battery cells you have,” Musk posted.

That’s an equivalent of around £1,195 or AUS$2,270, although the upgrade hasn’t been confirmed for any other markets.

In fact, Musk added “working through regulatory approvals to enable this,” to caveat the fact that the possibility of a one-time-purchase to unlock the full potential of the onboard battery packs has yet to be officially signed off.

The Model Y Musk refers to has actually now been phased out, with a 320-mile version replacing it, which came with a $2,000 price hike but offered around 60 additional miles between Supercharger stops for the money.

But Musk’s social media post suggests that customers of the older Model Y will be able to experience similar range estimates, so long as they are prepared to pay for an over-the-air update.

Predictably, it has caused arguments among internet commentators and owners of the 260-mile Model Y, with some suggesting that offering additional range is a good thing, while others vehemently disagree.

“What gets at me is that if you aren’t paying for the extended range, you are still lugging around all of that unusable capacity everywhere you go, and the weight associated with it. So you are paying for the downsides of the feature (increased weight and thus charging cost) without any of the upsides,” one comment on The Verge‘s website read in response to the story.

However, this isn’t the first time Tesla has employed this strategy, as owners of the updated Model S, released in 2016, could pay to unlock an additional 5kWh from the onboard battery packs. The fee back then was $3,250 (around £2,590 / AU$4,910).

Tesla

(Image credit: Tesla)

Analysis: Paywalls proving tricky for automakers

You’ve probably heard the phrase “Software Defined Vehicle” (SDV) banded around a lot lately, as today’s automakers are desperately trying to turn modern cars – particularly electric vehicles – into rolling smartphones on wheels.

Part of the reason is more convenient servicing schedule reminders, the chance to update vehicle settings over-the-air, and delivering new infotainment features. But the other reason is to create a fresh flow of revenue from subscription-based services.

Both Mercedes-Benz and Polestar offered their EV customers the chance to unlock additional horsepower for a fee, while BMW famously decided to lock heated seat functionality behind a paywall, only to reverse the decision after customer backlash.

It’s a tricky line to toe, as most automotive customers are used to paying for the trim and specification level at point of sale, not digging deep later on to unlock features that the car in question is already capable of.

But producing just one variation on the production line is a far savvier business decision, as it saves time and additional expense, not to mention the fact that the big automotive players can ensure a regular revenue stream from users subscribing to higher levels of infotainment or increased power outputs.

Tesla has often been a trail-blazer in this respect and, by and large, its tech-savvy early adopters have embraced subscribing to things like Autopilot or Full Self-Driving technology. That’s not to say the remainder of the car-buying public will be so willing.

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Tags extra, model, Pay, range, Tesla, Unlock

News

iPhone 16 Lineup Dummies Show How Four Model Sizes Compare

Post author By miranda cosgrove
Post date April 29, 2024
No Comments on iPhone 16 Lineup Dummies Show How Four Model Sizes Compare

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One of the best looks yet at the rear design and increased size of Apple’s iPhone 16 models was today shared online.

iphone 16 lineup dummy models
The images, posted on X by Sonny Dickson, show four dummy models representing the ‌iPhone 16‌, iPhone 16 Pro, ‌iPhone 16‌ Plus, and ‌iPhone 16 Pro‌ Max. These units are designed to take the place of real devices for display or testing purposes.

The dummy models provide a clear look at the slightly larger size of the ‌iPhone 16 Pro‌ and ‌iPhone 16 Pro‌ Max, which are expected increase from 6.1- to 6.3-inches and 6.7- to 6.9-inches, and how they compare to the other models in the lineup.

The ‌iPhone 16‌ and ‌iPhone 16‌ Plus are expected to stay at 6.1- and 6.7-inches like their predecessors, but they are rumored to receive a redesigned vertical camera array designed to accommodate spatial video capture. Starting with the iPhone 13, Apple’s two non-Pro iPhone models have had diagonally arranged dual rear cameras. The entire ‌iPhone 16‌ lineup is expected to launch as usual in the fall.

Microsoft’s lightweight Phi-3 Mini model can run on smartphones

Post author By lisa nichols
Post date April 23, 2024
No Comments on Microsoft’s lightweight Phi-3 Mini model can run on smartphones

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Microsoft has unveiled its latest light AI model called the Phi-3 Mini designed to run on smartphones and other local devices, it revealed in a new research paper. Trained on 3.8 billion parameters, it’s the first of three small Phi-3 language models the company will release in the near future. The aim is to provide a cheaper alternative to cloud-powered LLMs, allowing smaller organizations to adopt AI.

According to Microsoft, the new model handily outperforms its previous Phi-2 small model and is on par with larger models like Llama 2. In fact, the company says Phi-3 Mini provides responses close to the level of a model 10 times its size.

“The innovation lies entirely in our dataset for training,” according to the research paper. That dataset is based on the Phi-2 model, but uses “heavily filtered web data and synthetic data,” the team states. In fact, a separate LLM was used to do both of those chores, effectively creating new data that allows the smaller language model to be more efficient. The team was supposedly inspired by children’s books that use simpler language to get across complex topics, according to The Verge.

Microsoft's lightweight Phi-3 Mini model can run on smartphones — Microsoft

While it still can’t produce the results of cloud-powered LLMs, Phi-3 Mini can outperform Phi-2 and other small language models (Mistral, Gemma, Llama-3-In) in tasks ranging from math to programming to academic tests. At the same time, it runs on devices as simple as smartphones, with no internet connection required.

Its main limitation is breadth of “factual knowledge” due to the smaller dataset size — hence why it doesn’t perform well in the “TriviaQA” test. Still, it should be good for models like that only require smallish internal data sets. That could allow companies that can’t afford cloud-connected LLMs to jump into AI, Microsoft hopes.

Phi-3 Mini is now available on Azure, Hugging Face and Ollama. Microsoft is next set to release Phi-3 Small and Phi-3 Medium with significantly higher capabilities (7 billion and 14 billion parameters, respectively).

This article contains affiliate links; if you click such a link and make a purchase, we may earn a commission.

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Tags lightweight, Microsofts, mini, model, Phi3, Run, smartphones

Featured

Adobe Firefly’s latest image model looks like a generational leap and I can’t wait to try it

Post author By lisa nichols
Post date April 23, 2024
No Comments on Adobe Firefly’s latest image model looks like a generational leap and I can’t wait to try it

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Adobe Firefly is already a hit with Photoshop users of all stripes but this next iteration could make the generative image tool that does not rely on publicly-scrapped images indispensable.

This week, at its Adobe Max in London, the company announced an update to its Photoshop Firefly generative AI utility that deepens the integration and vastly expands capabilities through the adoption of a new model: Firefly Image 3 Model.

I’ve been using Adobe Firefly almost since its introduction, and while its power is impressive, its use is simple. You select a photo, area, or image object in Photoshop, and then in the text prompt area describe what you want to appear. I’ve used it to extend table tops to help fill out a 16:9 aspect-ratio image, and to add a metallic apple to this Getty Image (below).

Apple robotics — Composite image composed of Getty original image and Adobe Firefly-generated apple (Image credit: Getty Images / Adobe Firefly AI (apple))

Image 3 Model, however, will add much finer control and new image workflows to Firefly’s generative arsenal. Among the key enhancements are:

Reference Image
Generate Background
Generate Similar
Enhance Detail

Perhaps most useful might be Firefly’s ability to help virtually anyone fill a blank canvas with pro-level imagery.

In a demonstration I watched, Adobe executives started with a blank canvas and then described in a prompt the scene they wanted: a bear playing guitar by a campfire. What’s new here, though, is how the enhanced generative tools include the ability to use reference images, set a content type, and add effects, all before generation begins.

It still takes about 20-25 seconds for a render to complete, but there are now more options; and the image detail, even when zoomed in, is far superior to what I’ve seen from Firefly Image 1 or 2 models.

The new reference image skills are especially powerful. With the bear, we selected its acoustic guitar, and from a series of reference guitar images chose an electric one and then had Firefly replace the original guitar. Firefly not only put the new guitar in place, but it properly lit it and adjusted the bear image so that its grip matched the fresh instrument.

Image 1 of 5

AI Images generated with Adobe Firefly Image 3 Model.(Image credit: Adobe)

It’s also now just as easy to swap out a background for something new. We started with a bottle of pink perfume, and then removed the background and asked Firefly to put it in pink water. The result was a dramatically lit bottle floating on a sea of pink water. Because the background is just an object, swapping it for snow or sand was also easy. I noticed how in each instance, the lighting and blend between the bottle and the new backgrounds were visually perfect.

Reference images mean that you can have an idea of how you want to replace a fill, surface, or object, and use reference images to drive each of those iterations. Firefly just makes it all look natural and good.

The new Generate Similar looks like a great way to iterate on an initial image idea.

Adobe Firefly Image 3 Model

Using a reference image in Adobe Photoshop to generate a new one (Image credit: Adobe)

Adobe’s VP of Generative AI, Alexandru Costin, told me the new model is now better at understanding longer prompts, and takes advantage of an improved style engine. The results are also more natural because Firefly Image 3 Model doesn’t default to what might look most aesthetically pleasing, like producing all portraits in “golden hour light.”

It can use references to match styles, but also image structure, and then build countless variations.

Firefly Image 3 Model will arrive first in Adobe Photoshop desktop beta and the Firefly web app in beta today (April 23, 2024). General availability is expected in Photoshop and Firefly later this year.

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Tags Adobe, Fireflys, generational, image, Latest, leap, model, wait

News

Best Buy Takes $100 Off Every Model of the 13-Inch M3 MacBook Air

Post author By miranda cosgrove
Post date April 22, 2024
No Comments on Best Buy Takes $100 Off Every Model of the 13-Inch M3 MacBook Air

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Best Buy today is taking $100 off across the entire 13-inch M3 MacBook Air lineup, starting at $999.00 for the 256GB model. For every version of the laptop these are all-time low prices, and they’re available in all four colors of Midnight, Silver, Space Gray, and Starlight.

Apple MacBook Air 2 up hero 240304 feature Note: MacRumors is an affiliate partner with Best Buy. When you click a link and make a purchase, we may receive a small payment, which helps us keep the site running.

In addition to the entry-level 256GB laptop, Best Buy also has the 8GB RAM/512GB SSD 13-inch M3 MacBook Air for $1,199.00 and the 16GB RAM/512GB SSD model for $1,399.00. Both of these are also $100 discounts and record low prices on the just-released M3 MacBook Air.

These MacBook Air models just launched last month, coming in both 13-inch and 15-inch sizes. Both of the new MacBook Air machines include the M3 chip and focus on internal upgrades. Apple did not change the design of the MacBook Air with the 2024 update, using the same design that was first introduced in 2022.

Our full Deals Roundup has more information on the latest Apple-related sales and bargains.

iPad Air Stock Running Low Ahead of New Model Introduction

Post author By miranda cosgrove
Post date April 22, 2024
No Comments on iPad Air Stock Running Low Ahead of New Model Introduction

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Retail stock of the current iPad Air is starting to dwindle ahead of the widely anticipated arrival of new models early next month, Bloomberg‘s Mark Gurman reports.

iPad Air 5 Colors
Citing sources at multiple retail stores in the latest “Power On” newsletter, Gurman said that inventory levels of the ‌iPad Air‌ are diminishing in Apple stores, a typical indicator that new versions are soon to be released. Unlike the ‌iPad Air‌, the iPad Pro apparently remains abundantly available, which suggests that Apple might be planning to sell through its current stock even after introducing an upgraded model. Historically, Apple has managed its inventory to align with the release cycles of its products, reducing shipments of older units to make room for the latest offerings.

Expected changes coming to the next-generation ‌iPad Air‌ include the more powerful M2 chip and an additional 12.9-inch display size option, while the ‌iPad Pro‌ is rumored to receive OLED display technology, the M3 chip, and new accessories. The refreshed ‌iPad Air‌ and ‌iPad Pro‌ models are now expected to be announced during the second week of May.

Samsung’s ultra-large TV lineup gets a new 98-inch 4K model

Post author By miranda cosgrove
Post date April 16, 2024
No Comments on Samsung’s ultra-large TV lineup gets a new 98-inch 4K model

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Last updated: April 16th, 2024 at 09:36 UTC+02:00

Samsung’s your best bet for ultra-large TVs. The company has a wide range of models available in sizes as large as 98-inches, including with its premium display technologies like Neo QLED. However, since they tend to be on the more expensive side, Samsung has now expanded the ultra-large lineup with a new 98-inch 4K model that’s a bit more attainable.

The 98inch Samsung Crystal 4K TV is the newest member of Samsung’s 2024 TV lineup. It provides an optimized big screen viewing experience at an attractive price point. Samsung’s ultra-large portfolio includes Neo QLED 8K, Neo QLED 4K, and QLED 4K models.

Samsung’s newest 98-inch 4K TV is now on sale

There’s a rising demand for larger screens and Samsung is catering to it by enhacing its TV lineup accordingly. James Fishler, SVP of Home Entertainment at Samsung Electronics America pointed out that “the number of 98″ TVs sold across the industry has grown nearly 15 times since last year.”

Samsung has equipped this new 98-inch TV with Supersize Picture Enhancer that improves the picture quality for this massive screen size. It increases sharpness and reduces visible noice across scenes, thereby eliminating pixel distortion.

The 4K upscaling and HDR support also ensures that viewers see all of their content in glorious UHD resolution with a wider spectrum of colors on the screen. An up to 120Hz refresh rate and Motion Xcelerator techology also makes the gaming experience on this TV smoother. The integrated Game Bar also makes it easy to change the screen ratio for gameplay.

The newest Crystal UHD 4K TV in 98-inches, bearing model number DU9000, is now on sale for $3,999 at Samsung.com and at select retailers.

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Tags 98inch, lineup, model, Samsungs, ultralarge

Featured

How manufacturers can create a sustainable business model

Post author By lisa nichols
Post date April 15, 2024
No Comments on How manufacturers can create a sustainable business model

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In the wake of the sustainability deal signed by nations at COP28, environmental, social and corporate governance (ESG) has never been as important to organizations as it is now. However, for many companies, abiding by ESG regulations feels like an administrative burden, instead of an initiative designed to deliver business value.

Nevertheless, customer awareness of corporate sustainability and climate-responsible business is increasing, and so are the number of businesses consumers can pick and choose from, leaving manufacturing firms struggling to differentiate themselves. If they want to attract customers and investors, and in turn stay ahead of increasing competition, manufacturers must look beyond merely fulfilling sustainability regulations, and make tackling sustainability issues an imperative part of their business model.

Moreover, sustainability goals are rallying points manufacturing organizations can use to accelerate projects that modernize process and supply chains – thereby improving cost, quality, flexibility and revenue on the road to achieving them.

Manoj Mathew

VP and Head of Sustainability Services and Engineering, Cognizant.

The recipe for sustainability success

For many organizations, it is difficult to design and deliver on a consistent sustainability transformation, as various areas of the business struggle with attention and decision-making capability. For example, the sales department of a company may be wondering what environmental claims can be made about different products, the engineers may be wondering what material they should be using to reduce the carbon footprint about said products, and the procurement teams may struggle with the challenge of supplier collaboration.

Faced with siloed information, disconnected systems and unstructured, low-quality data, many manufacturers are finding it difficult to answer practical questions about product or manufacturing processes – let alone optimise these for sustainability outcomes. Most companies just don’t have access to the necessary data (though it may exist), decision points or people capabilities available to deliver sustained transformation. There are various drivers that impact changes in product strategy, such as flexibility, resilience, and quality, but often they are cost-driven, and usually come with the price of additional stress to the logistics and supply chain, which hinders the ability of manufacturers to balance their sustainability ambitions with revenue and profit goals.

Sustainability competitiveness requires certain capabilities that companies must prioritize, including operational efficiency, responsible material and supply chain management, as well as the development of circular business models. For example, operational efficiency could involve ensuring raw materials are transported at the right temperature, reducing energy waste in the supply chain, and ensuring production costs don’t exceed the cost of the end product. Likewise, circular business models require manufacturers to start thinking ahead to what happens to products after their primary use. For instance, electric car batteries can often still have 70-80% residual capacity at the point they are deemed as no longer meeting electric car standards. However, there are options for manufacturers to reuse them in lower intensity areas after they are replaced in the car, such as storing power from grid networks.

The key to meeting these requirements is leveraging data, decision points and skillsets within the organization. However, all too often data is concentrated in a few hands, meaning other teams can’t make the most of it. To overcome this manufacturers need to develop systems of tracking data across their organization, and then use tools like generative AI to enable teams to find and understand the data they need to do their jobs.

The Twin Transition

For businesses to meet ESG obligations, while ensuring business needs such as the optimization of resource use and maintaining a sustainable business model are met, there needs to be a major overhaul of current processes, systems and solutions.

Enter the ‘Twin Transition’ – the idea that for an organization to successfully prioritize sustainability, Net-Zero related transitions and digital transformation need to go hand in hand. One cannot exist without the other – whether it is driving better business decisions using data assets, or prioritizing tech capabilities to enable scalability. It’s critical for businesses to understand where their capabilities fall short—and to build a pathway to uplift these areas.

To get started on this challenging path, manufacturers must first map out their Net Zero goals, which includes resource and timeline planning, and defining different stakeholder responsibilities in the journey. There are several steps that businesses need to then take, for example prioritising which ESG metrics the company want to target. This could include reducing pollution, or increasing social opportunity for workers and the local community.

From there, they can define optimized metric journeys which ensure the firm is gathering all the data it needs to make an informed decision. This can be done through IoT sensors and smart devices and integrating these with core financial and production data, enabling better business decisions through governed data assets. Finally, firms should prioritize technology capabilities to enable scalability and establish a new operating model to deliver consistently.

For example, a manufacturer looking to reduce the emissions of a product would need to identify how much pollution is produced transporting materials to the factory, during loading and unloading, the manufacturing process, and how much is produced sitting in a shop. In the past this often relied on taking averages of how much CO2 might be released by a delivery van, or the average energy required to develop a product. Instead, by implementing sensors throughout the process teams can then see much more exact data. Once they have this data engineers can more accurately measure how changes in the process affects emissions, and continue to iterate the model until they reach the desired effect.

This allows the use of data and technology to drive stronger, sustainability-focused decision making.

Starting the green transformation

While significant strides are being made within the industry, it is still by the minority rather than the majority. Manufacturers must make a decision. By deprioritizing sustainability initiatives they may well see themselves falling behind as the world becomes more sustainable, while those that understand the symbiotic relationship between sustainability initiatives, digital transformation and business benefit will thrive.

We’ve listed the best ERP software.

This article was produced as part of TechRadarPro’s Expert Insights channel where we feature the best and brightest minds in the technology industry today. The views expressed here are those of the author and are not necessarily those of TechRadarPro or Future plc. If you are interested in contributing find out more here: https://www.techradar.com/news/submit-your-story-to-techradar-pro

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Tags Business, Create, manufacturers, model, Sustainable

Apple Pencil Pro

Apple Pencil USB-C

Apple Pencil 2

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Apple Pencil Pro

Apple Pencil USB-C

Apple Pencil 2

Apple Pencil 1

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First-Generation Apple Pencil vs. Apple Pencil With USB-C

Second-Generation Apple Pencil or Apple Pencil Pro vs. Apple Pencil With USB-C

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Samsung’s newest 98-inch 4K TV is now on sale