APPS & SOFTWARE
Healthcare Supply Chain Data Analytics: What Are its Benefits?
Find out why supply chain analytics helps healthcare organizations maintain patient loyalty and avoid unnecessary costs.
In any industry, supplies need to flow smoothly. But in healthcare, lives depend on medications and supplies that arrive on time. Researchers surveyed 400 healthcare workers, from nurses to supply chain managers. More than half of those surveyed said they could recall when a doctor didn’t have a medical product for a patient’s procedure. And twenty-four percent of respondents had seen or heard of a situation where an expired or recalled product was used on a patient.
Some nurses and doctors spend twenty percent of their time locating supplies when they could be doing their job and treating patients. Data analytics helps organize the supply chain so that healthcare workers have the resources to treat patients at their fingertips.
What Is Supply Chain Analytics?
The supply chain consists of different processes: procurement, distribution, inventory management, etc. The system analyzes, interprets, and suggests improvement strategies for these processes. Managers who manage the supply chain can use the system reports for optimization. What can they optimize with supply chain analytics software? Via manufacturing processes, warehouse management, transportation, etc. And managers can also forecast demand.
An analytics system copes with unstructured big data. For example, a hospital works with electronic health records (EHR) and enterprise resource planning (ERP). Different departments of the hospital manage these databases. Members of the clinical team work closely with the EHR. They enter data on how they use clinical products. The ERP tool is useful for the supply chain team and leaders when they manage the hospital’s finances or make a strategic plan. EPR contains data on products, prices, suppliers, contracts, procurement, and payment. It is also important to consider the data of the supply chain management (SCM) system. E.g., the data from barcodes and RFID tags. They are needed to track the stock of medical equipment or consumables. Another example is data on the expiration dates of drugs.
The forms of this data may vary. If the clinical and supply chain teams rely on manual processes to fill out paperwork, they may get lost in the data. But it doesn’t confuse the analytics system. It integrates the SCM system with the EHR and ERP and offers a single system of record for financial transactions and patient care.
Supply chain analytics software can be thought of as a set of tools. These tools use big data to answer questions and offer solutions.
There are four types of big data analytics in healthcare that apply to the supply chain as well.
Descriptive analytics answers the question, «Which events happened?» For example, algorithms show the demand for basic personal protective equipment (PPE) has increased. These are hospital gowns, surgical masks, gloves, respirators, etc.
Diagnostic analytics explains, «Why did these events happen?» The reason is an epidemic in a certain area. It spreads widely and quickly.
Predictive analytics answers the question, «What can happen?» The epidemic can unfold quickly, and the demand for PPE grows. Algorithms show that healthcare organizations may experience a shortage of PPE. Detailed forecasts are possible because developers train analytics models so that they can detect patterns. The model is trained on a wide ecosystem of libraries specifically for healthcare analytics software. One example of such an ecosystem is Python libraries. Belitsoft expert Dmitry Baraishuk emphasizes that Python development services are not only about model training. Before that, developers clean the client datasets and study them to select the features most closely related to the predicted variable. After that, the developers split the dataset into training and test data. They evaluate the performance of the resulting model and only then deploy it in a real app.
Prescriptive analytics answer the question, «What should we do?» For example, analytics tools calculate the potential stock of PPE for a healthcare company, to eliminate a shortage. So, it can replenish PPE stocks from local suppliers. It may be that the stocks of local suppliers vanish due to increased demand from several healthcare organizations at once. So, the healthcare company can establish a supply chain with a third-party supplier.
What Are the Benefits of Supply Chain Analytics for Healthcare?
A supply chain analytics system in healthcare helps solve many problems. It analyzes how resilient suppliers are and how available supplies are. It checks how efficient the logistics network is and estimates costs. Supply chain analytics algorithms also allow healthcare organizations to predict future demand.
There are several key benefits when a healthcare organization uses the supply chain analytics software.
Improved Customer Service
The patient experience is guaranteed to be worse when critical supplies are unavailable to physicians and patients. For example, a physician and patient are scheduled for a knee replacement. But there is a supply chain disruption. The knee implant does not arrive on time or is in stock but is too big or small. The patient is forced to reschedule the procedure. And it means more time off from work, more asking a friend or relative to drive them to or from the hospital. More babysitting or pet sitting. And of course, it means the patient will have to live with knee pain longer.
What is the main goal of supply chains in healthcare? To meet demand. Healthcare workers and patients want to ensure that all the medical supplies and consumables they need are available without gaps. There are several ways to monitor supply availability. One way is to examine patient data in the EHR. Analytics tools reveal patterns and trends in how doctors and nurses use certain supplies to treat a patient. They also provide data to ensure that the medical supplies ordered from the supplier match the patient’s needs.
Reduced Costs
If a provider studies the analytics reports on procurement and use of supplies, they can direct the supply chain to reduce costs. For example, the analytics software tracks the expiration dates of consumables. It offers a report about the number of consumables the healthcare organization needs. It considers how quickly the providers usually use these materials and which materials they use more and less often. This way the organization can avoid waste. Analytics tools can also identify which supplier or suppliers offer these materials at the best prices.
Analytics algorithms link supply chain data and clinical data from doctors. The goal is to determine whether specific supplies lead to adverse events that ultimately «cost a pretty penny» and rehospitalizations. For example, there are two similar medical products for surgical interventions. They have a price difference. The higher quality product is more expensive, but its use provokes fewer complications at the place of surgical intervention. In this case, the healthcare organization studies the analytics reports and can choose the more expensive medical product from the supplier. It’s a more cost-effective solution because treating frequent complications via a cheaper product will cost even more.
Improved Operational Efficiency
Algorithms perform statistical analysis of processes. Analytics reports enable managers to identify and eliminate inefficiencies. For example, analytics tools study procurement and delivery. The reports show that customers in different departments of a healthcare organization place separate orders with the same supplier on average once every two weeks. It forces the procurement team to process multiple purchase orders. The accounts payable (AP) team also has more work to do: they have to process numerous invoices. The supplier receives these separate orders from one healthcare organization and sends many shipments monthly. The warehouse team must receive and process each of them. The analytics software combines orders for the supplier and shipments. As a result, procurement, AP, and the warehouse do not waste time and energy on unnecessary work.
Last but not Least
The supply chain analytics system allows the healthcare organization to be flexible when it faces order disruptions. Algorithms identify alternative clinically equivalent products that have been pre-approved by the supplier in case of availability issues. It allows you to redesign your procurement process quickly. And you are guaranteed to have the product on time. The analytics system can also look at past supply consumption trends and predict future demand. It makes the supply chain more flexible in delivering what providers need in the near term.
About The Author:
Dmitry Baraishuk is a partner and Chief Innovation Officer at the software development company Belitsoft (a Noventiq company) with 20 years of expertise in digital healthcare, custom e-learning software development, and Business Intelligence (BI) implementation.
In a city where dining velvet ropes are tighter than ever, securing a table at a sought-after restaurant can feel like landing a front-row seat at the Super Bowl. Enter a professional service like Concierge New York: these seasoned lifestyle curators turn dining frustrations into seamless triumphs. By leveraging contacts, timing, and insider know-how, they open doors that often remain locked for the average diner.
The dining battlefield of New York
No matter how polished your shoes are or how fast your restaurant app refreshes, getting into the best restaurants in New York often involves more than just showing up on time. One insider explained that even the most advanced systems and apps can fail when a spot disappears in milliseconds.
For high-demand restaurants, tables are booked weeks or months out. Some venues even monitor guest profiles, spending history and no-show records when deciding who gets a seat.
Thus, for those who expect more than “hope and refresh,” a concierge makes all the difference.
What a concierge does differently
A luxury concierge isn’t simply another middle man pressing “book now.” In New York, their value lies in depth of access, relational trust, and 24/7 responsiveness.
- Pre-existing relationships: High-end concierge services maintain direct lines with restaurant managers, chefs and booking offices. Because they place value on long-term relationships, they receive respect and priority. For example, one lifestyle management firm in New York explicitly lists “restaurant access” among core offerings.
- Alternate booking strategies: When main reservations are full, concierges know to propose off-peak times, encourage cancellations, or arrange for exclusive counters, private rooms or chef’s tables.
- Flexibility for urgent needs: Need a dinner at 8 pm for eight guests tomorrow? A concierge handles that “pain request” while you focus on your meeting or arrival.
- Profile building & guest beneficial status: Your concierge ensures you arrive as a welcomed guest—not a random name on a list. That means the right table, the right wine, and the right impression.
- Custom culinary experiences: Beyond restaurants, concierges arrange private chef dinners, after-hours openings and off-menu items. A recent article noted that concierge services in New York now emphasise premium dining partnerships, private chef access and bespoke menus.
How the process typically works
Here’s an outline of how engaging a concierge for dining in New York usually plays out:
- Pre-trip consultation: You share your tastes (cuisine type, atmosphere, dietary restrictions), preferred neighbourhoods, budget or special occasion.
- Curated suggestions: The concierge offers options, some “safe bets” and some “stretch seats”—the places with hardest access but highest reward.
- Booking and confirmation: The concierge submits the request, monitors the status (sometimes calling; sometimes tapping into insiders) and sends you confirmation.
- Pre-arrival prep: They coordinate transport, special requests (flowers, dietary menus, VIP arrival), and communicate any dress-code or timing quirks.
- On-the-ground support: If a table runs late, the concierge intervenes; if a last-minute change occurs, they adapt instantly.
- Post-dinner follow-up: For return visits, the concierge keeps notes and builds your dining profile—so you get recognised and upgraded next time.
Why it matters for executives, visitors and locals alike
- For business travellers: An important dinner today shouldn’t hinge on your ability to fight reservation bots or refresh apps. Your concierge handles the groundwork so you appear calm, composed and intentional.
- For visitors: You’re in New York for a limited time. Every meal is an experience. A concierge ensures you eat where New York eats, not where your app happens to have space.
- For locals with high standards: Your time is valuable. If you demand the best, you don’t wait for “maybe”; you ask, and the concierge ensures the “yes.”
What to ask when choosing the right concierge partner
Given so many services claim to “get access,” it pays to evaluate carefully:
- Restaurant expertise: Does the service demonstrate a track record of booking top-tier NYC restaurants and navigating crowded reservation systems?
- Network strength: Beyond apps, does the concierge speak directly to restaurant insiders and have standing?
- Flexibility & transparency: How quickly do they respond? How clearly do they describe costs, service levels and alternatives?
- Local knowledge + personalised service: Every dining request is different. Are they asking about your preferences, not offering generic suggestions?
- Backup plan capability: If your first choice fails, is there a credible second or third option ready?
When the concierge is worth the fee
At first glance, using a concierge for dinner might feel like over-kill. But consider the cost of time wasted, stress incurred and opportunity lost when you settle for a lesser spot.
If you’re visiting for three nights and dining at one “great” restaurant could mark the trip, the investment in a concierge may pay off 10-fold. If you’re hosting clients, the right environment speaks volumes—so the value is broader than food.
Final thoughts
In New York’s premium dining world, the reservation isn’t just a seat at a table—it’s a signal of status, taste and insider access. A professional Concierge New York service makes that signal clear, seamless and elevated.
Stop scraping for available tables. Instead, arrive knowing your night is already curated, booked and ready. Because in a city of infinite possibility, the real luxury is someone held the door open and whispered, “After you.”
There is an important need for a proper photo to be used in a new passport, visa, driver’s license or any other official ID. There are rules for taking these photographs which include size, background setting and the position of the face. It might seem like an uphill task trying to take a picture that met all these conditions.
But that challenge can be easily solved by making use of ID photo makers. They are special tools which make it possible to upload your image and then automatically crop, resize, retouch and format it accordingly as per the rules governing official ID photos.
With this ID photo maker, you can make sure you create your compliant photos from home In this article we will discuss some best trials on free and paid versions of ID photo makers top options available.
How Do You Get a Good Photo for ID?
In order not to cause inconveniences in the future, it is necessary to arrange everything right from the beginning. Here are some tips on how you can take a good photo for an ID:
- White or off-white plain background should be used. This could be solid-colored walls or a photo studio backdrop.
- Rather than taking a selfie, ask someone else to do that. This way, you can position yourself correctly.
- Gaze directly into the camera with neutral expression and mouth closed. No smiling.
- Ensure your head is straight on to the camera. No tilting of the head.
- Make sure there is proper lighting on your face without creating dark shadows. Natural lighting facing a window can work well.
Top 8 ID Photo Makers to Generate Passport & Visa Photo Easily
1. HitPaw Photo AI
It is all-in-one AI-powered image editing suite that comes with a wide range of powerful tools. With cutting-edge AI technology, it provides advanced image enhancement, precise object/background removal, and impressive generative AI capabilities for creating stunning artwork and realistic portraits using text descriptions. It is the best passport photo maker for Visa photo tool.
Features
- Generate your most satisfactory ID photo with one click
- Best-in-class AI image enhancer for boosting clarity, sharpness, and color
- AI photo generator to transform text into photorealistic artworks
- Natural and lifelike AI portrait generator
- Seamless object removal and background replacement tools
- User-friendly interface with batch processing support
Pros
- Incredibly powerful and versatile AI photo editing
- Produces professional-grade results
- Frequent updates with latest AI models
- Affordable pricing for the capabilities
Cons
- Limited free trial version
2. PhotoDirector
PhotoDirector is a powerful photo editing software packed with tools for transforming ordinary images into masterpieces. It’s an all-in-one solution for editing, enhancing, and creating ID photos.
Features
- Advanced photo editing tools and effects
- AI-powered facial recognition and editing
- Batch processing for multiple photos
- Guided editing with step-by-step tutorials
Pros
- Intuitive and user-friendly interface
- Comprehensive editing capabilities
- Regular updates with new features
Cons
- Slightly more expensive than some alternatives
3. ID Photo-Passport Photo Maker
ID Photo-Passport Photo Maker is a specialized app designed to help you create perfectly sized and formatted photos for IDs, passports, visas, and other official documents.
Features
- Automatic cropping and resizing to official requirements
- Background removal and replacement tools
- Photo enhancement and retouching options
- Supports batch processing multiple photos
Pros
- Streamlined for creating compliant ID photos
- Easy to use, no expertise needed
- Available for Windows, Mac, iOS, and Android
Cons
- Limited to ID photo creation only
4. ID Photo Application
ID Photo Application is a user-friendly tool that makes it simple to capture or edit photos for IDs, visas, passports and more from your mobile device.
Features
- Capture new photos or upload existing ones
- Automatic cropping to official ID photo sizes
- Photo enhancement and touchup tools
- Print directly from the app
Pros
- Convenient mobile app for on-the-go use
- Beginner-friendly, no complex editing required
- Free version available
Cons
- More limited features than desktop software
5. YouCam Perfect
YouCam Perfect is an advanced selfie editor and photo enhancement app that also includes handy tools for creating ID photos.
Features
- AI-powered facial editing and retouching
- ID photo sizing and formatting tools
- Background removal and blur effects
- Photo animation and filtering effects
Pros
- Easy to use with automated enhancements
- Versatile for both selfie editing and ID photos
- Available for iOS and Android
Cons
- ID photo tools are more limited
6. Passport Photo Booth US AiD
Passport Photo Booth US AiD is a mobile app solely focused on helping you create compliant passport and visa photos.
Features
- Automatic sizing to official passport photo requirements
- Guidelines for proper pose and expression
- Background removal and replacement
- Instant printing or digital delivery
Pros
- Specialized for making perfect passport photos
- Simple and straightforward interface
- Uses AI to check photo compliance
Cons
- Limited to passport/visa photo creation only
7. Fotor
Fotor is a popular online photo editor that provides an array of tools, including ID photo maker online capabilities.
Features
- Crop and resize photos to official ID dimensions
- Remove backgrounds and apply solid color backdrops
- Basic photo editing tools like contrast/brightness
- Collage maker and photo design tools
Pros
- Free online tool, no software download required
- Easy to navigate user interface
- Suitable for beginners and casual users
Cons
- More limited ID photo editing options
8. Passport Booth
Passport Booth is an intuitive desktop application designed specifically for generating professional-grade passport and visa photos.
Features
- Automatic cropping and sizing to official guidelines
- Integrated webcam support to capture new photos
- Retouch and enhance existing photos
- Print directly or save digital files
Pros
- Straightforward tool focused on ID photo creation
- Fast and efficient with simple editing
- Available for Windows and Mac
Cons
- Limited use beyond passport/visa photos
Conclusion
Making an official ID, passport, or visa photo that is properly formatted and compliant can be difficult without the right software. Luckily, there are many free and paid photo ID makers that create ID photos in all the necessary sizes.
Such tools as HitPaw Photo AI – a powerful all-in-one photo editor – and specialized apps for passport photos make it easy to take images, apply effects, resize or create any other requirements of these pictures. You will not need a photo studio if you have automatic image cropping features, as well as background removal and enhancement options which are found on your desktop or phone.
The issue of online privacy is increasingly becoming a worry in the modern world. Whenever you surf the Internet, your IP address creates a digital trail. Websites, advertisers or even hackers can use this footprint to monitor your actions. Many individuals resort to the use of proxies to ensure safety of your information and identity. StableProxy is a reputable service that provides the best proxy servers to make sure that one browses privately. With their services, you will have a greater level of privacy and anonymity as well as easier access to the web.
Why choose StableProxy for proxies
StableProxy provides the most advanced features to the users who wish to protect their online activities. This is one of the greatest benefits because you can comfortably manage your connection. Buy proxy API at StableProxy when you require automating your browsing activities or incorporating secure proxy access into your browsing tools. This enables companies and individuals to handle their relationships without any technical difficulties. StableProxy offers many proxy options such as residential, mobile, and dedicated proxies, to suit various requirements.
How StableProxy helps with online security
Sometimes the internet can expose the user to dangers of data theft, tracking or targeted advertising. StableProxy works to mitigate these risks by providing an additional level of protection to you. Using proxies to provide a point of contact between you and the sites you are visiting, your real IP address is concealed. This will make it impossible to detect your location or device by malicious actors. It is also a very useful application in that it keeps your browsing confidential even when you are on a public network.
Benefits of using StableProxy proxies
There are few benefits that you have by using StableProxy, which improves your browsing experience. These are not only limited to masking your IP address. It also allows you to have faster and more reliable connections when doing important duties online. Constant performance is also advised in businesses that are based on data gathering, search engine optimization, or geo-targeted advertising campaigns. You can read more here about how these features operate in this case on the StableProxy platform. Their services are modeled to be flexible, secure, and easy to use.
Key reasons to use StableProxy proxies
The following are some of the key reasons why StableProxy proxies are unique:
- Added anonymity on the Internet by covering your actual IP
- Unlimited access to content and sites that are geo-restricted
- Shield against tracking, targeted advertising, and unwanted data collection
- Trustworthy performance and quick and steady connections
- Different types of proxies such as residential, mobile and dedicated servers.
- Simple integration both personal and business
StableProxy for business and personal use
StableProxy proxies are not only limited to tech experts. They are made to suit individuals as well as businesses. Personally, they are useful in keeping the browsing process confidential, enabling users to enjoy content without any interference and distraction. Proxies are particularly useful to businesses in market research, competitor analysis, and search engine optimization. StableProxy is offering stable and reliable proxies, so the professionals can do their work without the concern of interruptions and broken connections.
The difference StableProxy makes
The number of proxy providers is huge, but StableProxy is all about quality and stability. Most of the free or cheap proxies put their users at risk of information leakage or slow network. StableProxy has solved these issues by providing high-quality services that put the safety of the users first. The customer care service of the company also provides the customers with the option of choosing the correct type of proxy to use according to their needs. This quality policy will provide both individuals and companies with a sense of security whenever they are browsing the Internet.
Conclusion
Privacy and security over the internet must not be overlooked. One of the best methods to secure your information and remain anonymous when using the internet is the use of StableProxy proxies. Boasting a variety of features, stable connections, and advanced capabilities, StableProxy has already become a trustworthy solution to any person who wishes to ensure the security of their online journey. StableProxy has the tools and expertise to help you achieve your objectives whether you are a personal user seeking to browse without problems or a company with real performance requirements.
GENERAL4 months ago5 Factors That Affect Tattoo Removal Success
ENTERTAINMENT2 months agoExploring the Kristen Archives: A Treasure Trove of Erotica and More
- LIFESTYLE8 months ago
The Disciplinary Wives Club: Spanking for Love, Not Punishment
- TECHNOLOGY8 months ago
Blog Arcy Art: Where Architecture Meets Art
- LIFESTYLE1 month ago
Who Is Sandra Orlow?
- ENTERTAINMENT9 months ago
The Ultimate Guide to Shillong Teer Hit Number: How to Predict Your Next Win
- LIFESTYLE3 weeks ago
Who Is Wife Crazy Stacie
- LIFESTYLE2 weeks ago
Berniece Julien: The Private Life of Tyson Beckford’s Partner
