Trending November 2023 # Kulor Leather Cases For Airpods In 2023 # Suggested December 2023 # Top 15 Popular

You are reading the article Kulor Leather Cases For Airpods In 2023 updated in November 2023 on the website We hope that the information we have shared is helpful to you. If you find the content interesting and meaningful, please share it with your friends and continue to follow and support us for the latest updates. Suggested December 2023 Kulor Leather Cases For Airpods In 2023

We are living in an age where accessories for accessories are essential. Whether it is a paradox or an antithesis, the fact is we need to protect those precious little wireless earphones called AirPods.

Apple provides a charging case for AirPods, but the case itself is vulnerable if you accidentally drop it from the height of four feet. A scratch can tarnish its beauty. So what is the solution? Leather cases for your AirPods case are the best solution.

KULOR gives a handmade top-grain leather case for AirPods charging case. Simple design and high-quality material are two amazing features. Without adding any snazzy features, Kulor has manufactured classic leather case, which protects your AirPods and pushes you into the league of extraordinary consumers.

Kulor leather case can impress you with its simple design, robust protection, and Kulor’s free personalization.


People normally connect their AirPods with iPhone and Apple Watch; in a very rare case, they connect AirPods with MacBook. Kulor has crafted leather cases that gel well with your iPhone and Apple Watch accessories in general and cases in particular.

To make the case compatible with other Apple accessories, Kulor design team decided to make AirPods cases in three basic colors: peacock blue, fossil gray, and black.

To add a little spice, designers used crimson red and crow-black line near the opening, top, and bottom of the case. This minimalism is one of the remarkable features of Kulor leather cases.

Apart from its aesthetics, Kulor has paid enough attention to the functionality of cases. When you open the lid, the charging case will be elevated. This feature gives you easy access to AirPods and you can take them out quickly.

Charging your AirPods case doesn’t require you to remove the leather case. It is precisely crafted; hence, you can charge the case even if you have installed Kulor’s leather case on the case.


Design is to attract the attention of users; to persuade or to convince them, protection is the key. Kulor knows this. Top grain leather protects your Apple AirPods and charging case from scratch, dirt, and other impacts.

The case is handcrafted to the thickness of 0.5mm; this keeps the case slim yet protective. Over a period of time, this leather weathers and forms a unique look. Its rough and tough texture protects your expensive AirPods and its case.

Metal clasp and durable leather strap help you carry the case with you always. You can clip the metal clasp to your bags, jeans, etc. Alternatively, you can use a leather strap to hold the case in your hand.

The Cases come with free Leather Personalization

It’s free! You can get your initial (up to 3 characters) embossed in gold, silver, or rose gold foil on the case. Moreover, Kulor ensures your personalized case is delivered in a day or two. Please note that it embosses initials and not image or logo.

Check out on KulorCases

That’s all folks!

It’s your case now…

Although the case is simple in appearance, its tanned top grain leather gives you a luxury feeling. The handcrafted leather case looks excellent with time.

You may also like to explore…

Author Profile


Jignesh Padhiyar is the co-founder of chúng tôi who has a keen eye for news, rumors, and all the unusual stuff around Apple products. During his tight schedule, Jignesh finds some moments of respite to share side-splitting content on social media.

You're reading Kulor Leather Cases For Airpods In 2023

Best Iphone 6S Plus Leather Cases In 2023

Leather products have still maintained their usefulness in the presence of cheap plastic and rubberized plastic materials. Leather has found its place in the fashion world and electronic gadgetry; the lifestyle segment is heavily relied on the leather industry, while the electronic arena warmly welcomes leather to accessorize smart devices. We have listed iPhone 6s Plus Leather Cases.


Should you think of giving your phablet a premium feel, OtterBox STRADA SERIES can be a top pick. Even better, currently this case is available at just $14.95 down from $59.95.

Talking about the features that make STRADA SERIES cases a better option, the genuine leather construction reinforces the durability. With the pocket-friendly design, this compact case effortlessly slips into your pocket. You can rely on it to guard your iPhone against both accidental drops and scratch.

2. AceAbove

AceAbove presents a beautiful leather case for iPhone 6s Plus. With a string attached to this PU leather case, it gives you freedom of holding your mobile with a single finger. You can also hang your phone down from a peg on the wall so that your kids can’t reach out to your iPhone 6s Plus frequently.

3. Hoofur

Most of the wallet cases have a magnetic flip-like design. This wallet case for iPhone 6s Plus is different. It has a flip, but on the back, which makes it a slim and sleek wallet case. There are in total three pockets – 2 for cards and one for some of the cash. When it comes to protection, it has an extra bumper on the corners to protect from shocks and bumps.

The magnetic buttons on the back fit perfectly and tightly, not letting your cards or cash fall. Lastly, you are at liberty to choose from four different colors that suit your personality.

4. Belemay

Go for this case vintage wallet case from Belemay, if you truly admire the top-of-the-line craftsmanship. The cover is made of high-grade cowhide leather and features hand-crafted design.

Thanks to the leather texture, Belemay can retain its appeal for long. With the stand function at your disposal, you can prop up your smartphone for an enhanced media experience.

With the multiple card slots and a cash pocket, it takes care of your basic needs. And yes, you also get some color options like black, blue and more.

5. Jisoncase

Should you think of providing a sleek and neatly designed leather case to your iPhone, Jisoncase is the way to go. It’s carved out of top-quality leather and fits perfectly. The cutouts and the pronounced are on point ensuring you no pain while using the smartphone.

As for protection, this leather case can endure minor drops. With the smooth outer shell, you get the comfy feel while holding the smartphone in your palm.

6. Torro

Torro brings a simple-looking and yet a stylish leather case made from cowhide. Any iPhone lover would appreciate the minimal external and internal design.

Check out the three slots to store cards and one internal slot for currency; also note the detachable hard magnetic case, which can be attached back to the folio cover.

Enjoy videos, photos, eBooks, and web by using a kickstand of Torro iPhone 6s leather case. Gain access to all ports, buttons, speakers, sensors, and cameras without any hassle.


The four and a half stars rating out of almost 1800 customer review does show that LUPA wallet case has got the quality to be a fine suit for the iPhone 6s Plus. There are three card slots and a big compartment for storing some cash.

8. Debin

Debin presents a holster for your iPhone 6s Plus. But before you own this, make sure that your iPhone is already wrapped up by another armor case as the holster is too big for an uncovered iPhone.

The pouch is equipped with three belt clip and this makes it truly manly; though ladies with different tastes can always use this pouch as a clutch for their iPhone 6s Plus. This new pouch case helps shield your iPhone from crack and scratches with soft inner lining.

9. WenBelle Blazers Series

With WenBelle Blazers Series, you are looking at a simple wallet case that ideally lives up to your basic requirements. It’s made of high-grade faux leather and comes with multiple card slots. Plus, there is a small pocket for keeping some cash.

The front cover also dons the role of a stand for watching videos. And the impact-resistant interior enables it to withstand drops. Besides, Blazers Series covers come in three good-looking colors like blue, brown and grey.

10. ZVE iPhone 6s Plus Leather Cases

If finding a minimalist wallet case is on top of your mind, give ZVE a chance to impress you. The case sports a pretty compact design with the TPU bumper and soft leather exterior. Due to the shock-absorbing bumper, it’s fully capable of providing the needed protection to the iPhone 6s Plus.

It features a slot on the back wherein you can store up to three cards and also some dollar bills. Thanks to the release button, you will quickly access your cards and cash. Besides, the front lip works as a reliable guard for the screen.

And that’s it, folks!

Your favorite leather case?

Now that you have explored the entire roundup; tell us about your favorite iPhone 6s Plus Leather Cases. Besides, if you find any other cover worth giving serious consideration, do let us know about that.

Don’t miss:

Author Profile


The founder of iGeeksBlog, Dhvanesh, is an Apple aficionado, who cannot stand even a slight innuendo about Apple products. He dons the cap of editor-in-chief to make sure that articles match the quality standard before they are published.

Best Wireless Chargers For Airpods 3, Airpods 2, And Airpods Pro In 2023

Apple released the latest AirPods 3 in its Unleashed 2023 event, and I am thrilled! What makes Apple’s latest AirPods 3 special are its spatial audio support and 3-dimensional listening experience. However, I loved its MagSafe compatibility, which was earlier limited to special wireless charging cases in AirPods Pro and AirPods 2.

But which are the best wireless chargers for your AirPods? We have curated a list of the best options below. Keep reading to find out.

1. Apple MagSafe charger: Editor’s choice

Apple’s MagSafe charger makes wireless charging easy and convenient. Primarily designed for iPhone 12 series, it works exceptionally well with compatible AirPods. Moreover, its spot-on design featuring built-in magnets ensures it snaps onto the right place and begins charging immediately.

With 15W charging speed, It’s one of the fastest wireless chargers out there. Moreover, you can seamlessly use it with other accessories like a stand to enhance your experience.


Secure attachment

Lightweight and convenient

Easy to use magnetic design


Power adapter to be bought separately

Check out on Amazon

2. Yootech wireless charger: Most affordable

Being exceptionally affordable, Yootech’s wireless charger offers a dual-orientation design to charge your phone both in landscape and portrait modes.

With the most user-friendly design, this wireless charging case for AirPods comes with temperature control, surge protection, and short-circuit prevention. Moreover, the charger is also sleep-friendly. This means that it will turn off the light when charging at night, so it doesn’t interrupt your sleeping patterns.

It features a 7.5W output capacity and supports 3 different charging modes for iPhones. I love its wide charging area, ensuring you don’t have to search for the charging spot every time. However, the charging cord could have been a little longer.

Overall, it is a strong option because there’s a lifetime money-back and replacement guarantee with a 12-hour response service. 


Dual-orientation design


Bets affordable option

Lifetime money-back guarantee


Heats a little

Short power cord

Check out on Amazon

3. Belkin 2-in-1 MagSafe wireless charger: Best Apple MagSafe alternative

The most versatile wireless charger on the list, Belkin’s MagSafe charger is compatible with your AirPods, iPhone 12 or 13 series, and Apple Watch as well. Moreover, you can use it to charge two devices simultaneously.

Unlike Apple’s MagSafe charger, this comes with a power adapter which is a great add-on. Besides, it lets you charge in any orientation so that you can FaceTime or watch videos while charging. It is lightweight and allows a secure, aligned connection. With a modern look and chrome finish, it makes charging effortless.

The best part? This is the only charger in the market that comes with Apple’s MagSafe technology. Hence, it makes for the perfect Apple’s MagSafe alternative if you don’t really want to go for the official one. Besides, it is backed by a 2-year warranty!


Fast charging



Best MagSafe


Easy flip between portrait and landscapes modes


Weak magnetic alignment

Check out on Amazon

4. Nomad Base Station hub: Charges 4 devices together

Power multiple devices with Nomad Base Station Hub in style. With a sleek and modern design, Nomad’s Base Station hub is highly functional. It can charge 4 devices at once.

Apart from providing fast up to 10W wireless charging speed to your AirPods, it has two additional ports: USB-A and USB-C port, to help you power up game controllers, media players, and other devices. 

Moreover, this AirPods wireless charger comes with an ambient light sensor that dims LEDs at night. In addition, its padded leather wireless charging surface gives it the most sophisticated look. The entire charging pad surface acts as a charger, making it easy to use and extremely convenient. 


Charge multiple devices

Thin design form

Ultimate power delivery with 3 high-power coils


Inconvenient for big phones

Most expensive on the list

Check out on Nomad

5. Anker wireless charger: Portable with built-in fan

Anker’s wireless charger comes with a built-in fan designed to keep your AirPods or your iPhone cool. Besides, it has an 18-month warranty and a case-friendly design.

It comes with a 4ft (1.22 m) micro USB cable and supports through case charging. Being ultra-safe, its Power wave pad can provide 7.5W output capacity for iPhones and 5W for AirPods.

Besides, it has an anti-slip surface and LED informative indicators. The blue LED indicator tells that your device is charging, whereas the flashing green tells you that the adapter is unsupported.

Recommended by BuzzFeed as one of the Best Wireless Chargers in 2023, Anker’s Wireless Charger is also budget-friendly and a strong option for you to consider.



Through case charging with LED indicators

18-month warranty


Not compatible with MagSafe

Check out on Amazon

This wraps up our list of the best wireless chargers for AirPods. If you’re a dedicated Apple user, go for the Apple MagSafe Charger. However, if you’d like to charge your media players and other devices as well, Belkin should be your go-to option. Yootech’s and Anker’s wireless chargers provide the best value for people on a tight budget.

Read more:

Author Profile

Best Magsafe Cases For Iphone 14 Series In 2023

The immediate next step after buying a new iPhone 14 is getting a good protective case. A careless drop can break the lovely screen. Therefore, the MagSafe cases are an ideal choice. Besides safeguarding your iPhone, it allows for quick wireless charging and compatibility with other MagSafe accessories. To help you out, I have hand-picked the best MagSafe cases for iPhone 14 series.

1. Apple leather case with MagSafe – Editor’s choice

I think Apple’s official leather case with MagSafe is ideal for a classy patina look and provides additional protection for your iPhone. It is made of finely tanned and treated leather that feels premium and has perfectly aligned built-in magnets. Also, you can easily snap on the thin case and fit your iPhone appropriately. Besides, wireless charging is quicker and simpler than before. 

So, shield your iPhone from drops and scratches in addition to easy press buttons and precise cutouts. The screen’s edges are sufficiently high to prevent the screen from getting scratched. Remember that using MagSafe accessories will leave very few traces of interaction.


Official MagSafe compatibility

Tanned and treated leather

Luxurious look



2. Spigen Mag Armor – Good grip

The best part is it is 0.07″ thin, and the raised borders protect the screen and cameras from scratches. Also, Spigen’s Air Cushion technology with padded corners provides additional drop protection. And without any doubt, its integrated magnets are strong and complement wireless charging and MagSafe accessories.


Sleek pattern

Textured TPU sides for good grip

Optimal slimness


Only two color options

3. ESR Air Armor clear case with HaloLock – Ultimate drop protection

If you are prone to slip off your iPhone, this ESR Air Armour MagSafe-compatible case is for you. The reinforced shock-absorbing Air-Guard corners, raised screen edges, and camera guard lens frame provides test-certified military-grade protection from drops, bumps, and scratches. Besides, you will get a magnetic strength of 1500g, which is perfect for the HaloLock and MagSafe.    


Air guard corners

Tough acrylic back



Rubbery hand feel

Check out on Amazon: iPhone 14

4. Caseology Nano Pop Mag silicone case – Simple and minimal

I love minimal cases for iPhones, so I recommend the Caseology dual-tone Nano Pop case. The contrasting twin colors, inspired by fresh fruit and summer hues, provide a splash of color to your iPhone 14. Besides, the body’s silky soft texture makes it cozy in your hand. 

The unique AirSpace Technology on all four corners, the protective inner defensive pattern, and raised camera ring design offer extra shock absorption. Also, it’s certified for military-grade drop protection and comes with screen protector compatibility. Your iPhone will remain aligned thanks to integrated MagSafe-compatible magnets.


Dual tone

Lint and dust-free



The insider liner is glued in

5. Ringke Fusion Magnetic clear case – User-friendly

How about adding a hand strap or wrist lanyard to your iPhone case? Ringke Fusion case includes Duo-QuikCatch lanyard holes on either side for easy accessibility. Besides, the brand has added a 38-piece magnetic ring in the hybrid transparent case for the safe attachment of MagSafe accessories and charger.

Also, the polycarbonate clear back panel, TPU bumper frame, reinforced corners, and higher bezels give you tough protection. Therefore, it disperses the effect of unintentional drops and bumps. But after a few months, the PU material becomes yellow with daily usage.


Anti-shock protection

Duo-QuikCatch lanyard holes 

Built-in 38-piece magnetic ring


Yellows with prolonged use

6. Otterbox Defender XT clear case – Rugged and durable

Otterbox is a veteran among iPhone case brands. Their Defender series is well-known for its 5x DROP+ protection, which surpasses military standards. The superior durable construction is made of 50% recycled plastic that safeguards against drops and scratches. Also, its not-so-bulky profile maintains a secure grip. 

The synthetic rubber slipcover and protective 2-piece design keep the dirt out. Furthermore, MagSafe chargers and accessories are secured by built-in magnets. You will love it because it’s comfortable to handle, equipped with a lanyard attachment, and upgradeable with a holster option. Also, stay stress-free with the lifetime limited OtterBox warranty.


Protective 2-piece design

Port covers

Optional holster


Slightly thick

7. TORRAS translucent matte case – Fingerprint-proof

Want a stylish look for your new iPhone 14? This sleek TORRAS case is elegantly frosted for a translucent smoked finish with black edges. It has better scratch and fingerprint resistance thanks to the high-quality material from Germany. Also, the new Nano Oleophobic anti-yellowing coating provides a velvety smooth and silky touch sensation without being sticky. 

Besides, the TPU side soft bumper with a 4-ply cushioning and Sliproof technology offers a superb grip for secure holding and makes it 360° shockproof. It has patented airbags that are tested to survive drops of up to 10 feet. Also, the 1.2mm screen lips, 0.8mm camera bezels, and Camera Airbags guard against dust, scratches, and damage.

This improved magnetic array with 4x stronger magnets aligns properly and securely with MagSafe chargers for safe and quick wireless charging. Additionally, its independently operated buttons are more responsive and simple to push, providing a pleasant tactile experience. I loved its interchangeable button colors for a customized look.


Patented camera lens AirBags

Grippy feel 

Colorful button options



8. Case-Mate Tough Plus case 3-in-1 pack – 360° protection

The Case-Mate 3-in-1 protective kit provides 360-degree protection for the iPhone 14 series. The pack includes a Tough Plus MagSafe phone case, a glass screen protector, and a lens cover. The thin-fit case has increased cushions and air ridges layers for 15-foot drop protection. Also, the built-in magnets allow MagSafe charging and 5mm raised lips to protect the screen and camera. 

The brand has used plant materials and technology that resists scratching and yellowing. Additionally, it boasts shock-absorbing soft-textured side bumpers, tactile buttons, and an improved grip. Besides, you will get a thin yet tough 9H tempered glass screen protector. It guards against dust, scratches, and fingerprints, offers 2X shatter protection, great touch sensitivity, and maintains the screen’s clarity. 

Lastly, the tempered glass lens protector with a protective frame offers your iPhone camera lenses the best possible damage protection. The thin layer resists fingerprints to avoid smudges and streaks on the back camera. You can install screen and lens protectors easily thanks to the precise cuts and high-quality adhesive.


15ft drop protection

Fits perfectly

5mm raised edges


Weak magnets

9. CASEKOO Mag clear cases – Crystal clear forever

CASEKOO MagSafe case includes an exclusive patent magnetic array called MagPrime technology for a strong magnetic field and safer battery health. Also, compared to the others, the magnetic force of the ring is 150% greater. Therefore, you will enjoy a seamless MagSafe attachment and faster wireless charging.

Besides, it is made of PC and ultra-clear TPU from German Bayer and has blue resin and innovative CRYS-GEL and CLEAR-LOCK technology. So, your case will look brand new for a prolonged time. Additionally, the 3-layer bumper with U-Shock 3.0 Corner Airbags can absorb 99.99% of the drop impact. 

Besides, the 2.5mm raised camera lip and 1.5mm raised screen edges to elevate the phone from flat surfaces to avoid bumps and scratches. Likewise, it works with any screen or camera protection. I liked its hybrid back panel protection with a non-slip coating, which is explosion-proof and has passed 4,000 daily scratch tests.


7x mil-grade 10ft drop protection

Strongest magnets

Lifetime return and exchange


Collects dust

Check out on: CASEKOO

So, that’s all for today, folks!

Explore more iPhone 14 series cases and accessories…

Author Profile


Ava is an enthusiastic consumer tech writer coming from a technical background. She loves to explore and research new Apple products & accessories and help readers easily decode the tech. Along with studying, her weekend plan includes binge-watching anime.

Best Belt Clip Cases For Iphone Xs Max In 2023

Belt clip cases are designed for a couple of main aspects. First, to offer the needed care to the iPhone. And the second, to make it more convenient to carry the smartphone. Times when the uncompromised safeguard for the device is your prime purpose, they are undoubtedly the best bet. We want to review the top iPhone Xs Max belt clip cases for you.

1. Encased Rebel Armor Series

For providing an uncompromised safeguard to the iPhone against accidental drops, you can’t go wrong with Encased Rebel Armor Series. The dual-layer of casing wraps around the Xs Max seamlessly. With the solid PC frame, it’s got an additional layer of defense to survive bumps.

The belt clip allows you to securely hold your smartphone. Up to 180-degree rotation lets you hold the device both vertically and horizontally. When not needed, you can remove the belt clip to cut down the unnecessary bulk.

2. i-Blason Armorbox

As a highly protective case, i-Blason Armorbox excels in almost all departments. Despite boasting a shockproof design, it doesn’t look as bulky as most of its counterparts.

The solid outer shell and impact-resistant core reinforce the construction to survive bumps effortlessly. With the built-in screen guard, it guards the screen against scrapes.

The removable belt clip is pretty good at functioning as a stand for an enhanced media watching experience. Plus, Armorbox supports the Qi wireless charging standard to let you juice up the device wirelessly.

3. Supcase iPhone XS Max Unicorn Beetle

Times when you want to go for the maximum shield, you need to choose a case like Supcase Unicorn Beetle Pro. It’s equipped with an exceptionally rugged structure to offer a trusted defense to your smartphone at all hazards.

The armored corners add more cushion to its already durable construction. With the rotating belt clip offers the needed flexibility to hold the iPhone safely.

There is also a built-in screen guard for keeping the giant screen safeguarded. Wireless charging support further enhances its reputation as a useful heavy-duty case.

4. Bomea

If simplicity and comfort are your major priorities, Bomea belt clip case can be a fine pick. It’s neatly carved and features rugged design.

You can put your device inside this pouch with a slim case on. With the additional belt loops, you have more flexibility. It has a pen holder on the side to let you carry the pen with ease. Besides, the velcro closure further boosts the safety factor.

5. Comsoon

This offering from Comsoon is designed to offer the needed defense to your iPhone and also the enhanced flexibility to carry the device. It features a 180-degree swivel belt clip to let you position the device both horizontally & vertically.

Beveled edge gives camera and screen necessary safeguard against scratches. You can also use the belt clip as a kickstand to improve your hands-free experience. Thanks to the rubberized texture, you get the secure grip that prevents the device from slipping out of your palm.

6. Fingic

What headlines for “Fingic” is the shockproof design that can effortlessly fight out bumps. For additional protection, it features fortified corners. The belt clip offers you the required freedom to keep the device steady.

7. Perilogics

Admire a classy design? If yes, you should consider giving a chance to Perilogics. This belt clip case is carved out of durable leather and features visible stitching. It fits your iPhone even with a rugged case on.

To me, what makes it a great pick is the large slot that lets you carry multiple cards. With the additional loops at your disposal, you have extra security.

8. Meilib

Exhibiting simple design, “Meilib” is designed for the folks who seek convenience over elegance. With the case friendly design, it fits the device even with a solid cover on.

The belt clip features extra loops so that you have more flexibility and be able to carry your valuable conveniently. Thanks to the built-in slot, you will be able to carry multiple cards. The inclusion of magnetic closure means all of your valuables remain safe.


Just a glance at the “BENTOBEN” heavy-duty case and you know that it’s the one you should go for to ensure your iPhone always remains secure. The mix of rugged PC and soft silicone has rendered it shockproof. Check out the four corners that have received extra shield to fight the impact.

The belt clip comes with a secure locking mechanism and also doubles as a kickstand to liven up your media time. And when you don’t want the holster, you can remove it to cut down some bulk. Moreover, BENTOBEN is compatible with wireless charging to let you power up your iPhone Xs Max wirelessly.

10. Sunway

Should you think of buying a top-grade leather belt clip pouch, go for “Sunway.” It’s crafted with cowhide leather and features an executive design.

The smooth leather offers improved grip, making it more convenient for you to hold the cover. With the soft interior, the case resists abrasion and also absorbs shock.

Thanks to the multiple slots, it lets you keep your cards conveniently. Furthermore, Sunway comes in three colors variants: black, coffee and gray.

That’s all, folks!

Signing off…

You may like to explore more iPhone Xs Max Accessories:

Author Profile


The founder of iGeeksBlog, Dhvanesh, is an Apple aficionado, who cannot stand even a slight innuendo about Apple products. He dons the cap of editor-in-chief to make sure that articles match the quality standard before they are published.

Top 10 Manufacturing Analytics Use Cases In 2023

IDC estimates that the global big data analytics market revenue would’ve reached ~$274B by 2023. This would have made manufacturing as one of the top 3 industries with largest analytics growth.

Manufacturing analytics is one of the critical steps for manufacturing digital transformation required for Industry 4.0, which aims to:

Automate traditional manufacturing processes

Reduce costs

Improve efficiency

What is manufacturing analytics?

Manufacturing analytics is the practice of capturing, cleansing, and analyzing machine data in order to predict their future use, prevent failures, forecast maintenance requirements, and identify areas for improvement. Manufacturing data includes all structured and unstructured information collected manually or by using software from machines and humans during every stage of production until a product is launched to the market.

Big Data Analytics for Manufacturing Processes. Source: Science Direct

What are the use cases of manufacturing analytics?

Manufacturing processes produce a large volume of data from:

Machines: robotics, sensors, actuators, IoT devices, etc.

Operators: ERP, sales, logistics, etc.

This data can be collected and analytics can be applied to it for:

Supply chain 1. Demand forecasting

Demand forecasting relies heavily on historical data about supply levels, material costs, purchase trends, and customer behavior. Manufacturers can leverage analytics to:

define the types of products to be manufactured in a certain period

define out of stock products

calculate the number of products to be manufactured

forecast sales opportunities

2. Inventory management

Forecasting demands enables manufacturers to manage their inventory, purchase materials, and optimize storage capacities in a data-driven manner. Analytics also provides insights about:

sales to inventory ratio which represents the average inventory over the net sales

days in inventory which is the number of days a manufacturer holds their product before selling it)

gross margin return on inventory (GMROI) which indicates how much gross margin a manufacturer gets back for each dollar invested in inventory. 

Explore inventory management in more details.

3. Order management

Manufacturers can leverage predictive analytics to optimize the order management workflow by identifying products in demand, calculating the time required to build and ship every product, and defining the inventory needed to meet the demand for the finished product.

Explore order management in more details.

4. Maintenance optimization

Data collected from different manufacturing machines, tools, and devices, as well as data about operations and which machines they require, can be analyzed in order to:

Predict when a machine will require maintenance based on time it’s been used and operations used in.

Detect anomalies in operations which are caused by or will lead to machine failure.

Prevent down time by planning machine breaks, fixes, or replacements.

Explore predictive maintenance in more details.

5. Risk management

Implementing analytics enables manufacturers to manage risks in a data-driven manner, such that they can:

Determine recurring errors and prevent repetitive losses

Predict insurance needs

Monitor real-time machinery and operator work

Identify real-time fails and system anomalies

Plan risk management strategies

Sales 6. Price optimization

Leveraging analytics can help manufacturers understand the real price of a product based on the prices of materials, cost of operations, machines, and tools used or purchased for manufacturing. Additionally, manufacturers can leverage data about competitors, market trends, consumer behavior, and purchase history to optimize prices accordingly. Analytics can also help set dynamic prices which are based on demand, supply, competition price, and subsidiary product prices.


To collect competitor pricing data, manufacturers can leverage web scrapers, such as Bright Data’s Web Scraper, that target specific websites, fetch product information and prices, and deliver it to users in the designated format for further analysis.

The following video demonstrates how Bright Data’s data collector can be used to compare prices between travel agents, however, the same approach can be used for the manufacturing industry.

Logistics 7. Automation and robotics

Analytics can provide an overall view of a manufacturing process, operation costs, as well as the number of operators and hours spent on a product. Large manufacturing firms can leverage these analyses to uncover automation or robotization opportunities which can reduce the time and cost of launching certain products

8. Transportation allocation

Manufacturers can leverage analytics on:

Historical data: For predicting transportation time and vehicle requirements to deliver products to businesses or consumers.

Real time data: For analyzing the impact of unplanned transportation events such as labor strikes or road works.

Product development 9. Product progress measurement

Based on historical data about the same or similar products, materials, machines, and tools used, as well as allocated employees for production, analytics can provide an estimation about the production process, when the product will be launched, which errors or pitfalls may be faced, and create a roadmap for the following procedures.

10. End user experience estimation What other technologies are used in manufacturing?

Some of the technologies leveraged today by manufacturers include:

Robotic process automation (RPA)

RPA is a type of software capable of replicating human interactions with computers in order to automate repetitive processes. Manufacturers can leverage RPA for supply chain management and stock optimization.

To explore use cases, feel free to read our article about the benefits and top 8 use cases of RPA in manufacturing.


AI has numerous applications in manufacturing including:

To explore AI use cases in manufacturing, read our in-depth article top 12 use cases and applications of AI in manufacturing.

If you believe your business will benefit from manufacturing technologies, feel free to check our data-driven lists of vendors for:

And you can contact us to guide you through the process

Cem regularly speaks at international technology conferences. He graduated from Bogazici University as a computer engineer and holds an MBA from Columbia Business School.





Update the detailed information about Kulor Leather Cases For Airpods In 2023 on the website. We hope the article's content will meet your needs, and we will regularly update the information to provide you with the fastest and most accurate information. Have a great day!