What to Know About Medicare Supplement and Advantage Plans in 2026

As Medicare continues to evolve, 2026 brings more updates and options for seniors choosing between Medicare Supplement (Medigap) and Medicare Advantage (Part C) plans. 

Both offer different ways to cover healthcare costs, but knowing the right choice can make a huge difference in how much you spend—and how flexible your coverage is. 

Let’s break it down in simple, human terms to help you decide what’s best for you, with help from the website www.MediSupps.com.

What Is a Medicare Supplement Plan?

Medicare Supplement plans (Medigap) work alongside Original Medicare (Parts A and B). They fill the “gaps” that Medicare doesn’t cover—like copayments, coinsurance, and deductibles. You can see any doctor or specialist in the U.S. who accepts Medicare, with no restrictions on the network.

If you value the freedom of choice and predictable out-of-pocket costs, Medigap may be ideal. For 2026, premiums are expected to remain stable, while benefits will continue to be comprehensive and transparent. Plans like G and N are commonly chosen for their balance between cost and coverage.

What Is a Medicare Advantage Plan?

Medicare Advantage, also known as Part C, is an alternative to Original Medicare. Private insurance companies approved by Medicare offer it. These plans often bundle hospital, medical, and even prescription drug coverage (Part D) together.

For 2026, Advantage plans are adding more perks—such as dental, vision, hearing, gym memberships, and even benefits for groceries or transportation. However, these plans operate within networks (HMO or PPO), meaning you may need to select from a specific list of doctors and hospitals.

While monthly premiums for some Advantage plans are very low—or even $0—you may face higher out-of-pocket costs if you need specialist care or travel outside your coverage area.

Key Differences in 2026

The primary difference between the two plans in 2026 lies in flexibility and convenience.

  • Medigap (Supplement) offers stability, nationwide coverage, and lower out-of-pocket costs, including surprise bills.
  • Medicare Advantage offers bundled benefits and modern extras, but with network limits and more variable costs.

If you travel often, prefer your own doctors, or want predictable costs, Medigap stands out. If you’re healthy, want extra benefits, and don’t mind using a local network, Advantage plans may save you money upfront.

Which Should You Choose?

Your decision depends on lifestyle, health needs, and budget. Here’s a simple rule of thumb:

  • Choose Medicare Supplement if you value freedom, fewer billing surprises, and nationwide coverage.
  • Choose Medicare Advantage if you prefer lower monthly costs and bundled extras like drug coverage or wellness benefits.

At www.MediSupps.com, you can compare both options side by side for 2026—seeing real rates, carriers, and coverage levels in your area. The platform helps you make a clear, confident decision without the confusion or fine print. With easy-to-understand tools, you can assess all your available options in one place. Plus, expert support is available to guide you through the decision-making process and ensure you select the right plan.

Final Thoughts

Both Medicare Supplement and Medicare Advantage plans have improved for 2026, giving seniors more choices than ever. The key is understanding your priorities: freedom versus convenience, stability versus savings. By comparing the various options, you can determine the plan that is an excellent fit for your healthcare needs and budget. Whether you prioritize flexibility or added benefits, there’s a plan designed for you. No matter which you choose, MediSupps.com is your trusted partner for comparing plans, finding excellent rates, and securing peace of mind for the years ahead.

 

Disclaimer: The information provided in this article is intended for general informational purposes only and should not be construed as legal, financial, or professional advice. It provides an overview of Medicare Supplement (Medigap) and Medicare Advantage plans for 2026, including key differences, benefits, and considerations. While efforts are made to ensure the accuracy and relevance of the information, we do not guarantee its completeness, accuracy, or suitability for your specific circumstances. The details discussed are subject to change, and we recommend consulting with a licensed insurance professional or Medicare expert for advice tailored to your individual needs. Any decisions made based on this information are at your own risk.

From Succession to Sustainability: Why the Future of Dairy Depends on Rebuilding the Farmer-Consumer Connection – Insights from Cody Williams

By: Matthew Kayser

The future of dairy is about more than just production capacity; it’s also a matter of succession, sustainability, and whether farming remains a viable livelihood for the next generation. For Cody Williams, third-generation operator of Wil-Roc Farms and now Del’s Roadside, the conversation starts long before processing plants, supply chains, or retail velocity. It starts with a simple observation: farming is aging, and margins are tightening.

“The industry as a whole is getting older,” Williams says. “70% of agricultural assets in the U.S. will likely change hands in the next two decades. Food is the foundation of society, and we need to find ways to bring more value back to farming.”

According to Williams, dairy is capital-dense, regulated, and operationally demanding. Consolidation, he notes, is not just a passing trend; it appears to be a structural reality of the modern dairy economy, where margins fluctuate, pricing is often set far from the farm gate, and efficiency is not merely a choice but may be a prerequisite for survival.

“Dairy is traded like a commodity,” he explains. “The price is influenced long before it reaches the farm, so the question becomes: how can we build resilience into a system that we don’t fully control in terms of pricing?” For Williams, the answer may lie in diversification without disconnection, building new revenue pathways that help strengthen the farm rather than detract from it. This approach led to the 2023 expansion of Del’s Farmhouse Creamery and the retail launch of Del’s Roadside, two community storefronts that reconnect the Williams family with the consumer-facing relationship their predecessors once built through home milk delivery in the 1930s and ’40s.

“We started by delivering milk directly to the doorstep, then the industry shifted and pushed farms into more centralized production,” he says. “Going direct to the consumer again helps us close the circle. It offers a way to create more value from the farm all the way to someone’s table.” The strategy is about both economics and proximity: shortening the distance between producer and consumer in ways that may restore agency, storytelling, and margin to the farm level.

“A lot of value is created after milk leaves the farm,” he says. This ethos extends into sustainability, which Williams views less as a compliance category and more as a long-term cost and energy strategy. Wil-Roc Farms is currently developing a methane-to-energy system designed to convert manure emissions into electricity for on-farm use and potential grid contribution.

“It allows us to capture methane, produce energy, reduce the carbon footprint of what we make, and possibly return power to the grid,” he says. “When sustainability projects also strengthen the farm’s operating model, they can become transformative rather than just symbolic.” Yet beyond innovation in energy or retail, Williams believes the most urgent work is cultural: the reframing of farming as a viable, respected, and potentially aspirational career path.

“There aren’t many young people entering this industry,” he says. “We want to be part of helping to change that. If we want passionate, smart, and capable individuals to consider agriculture, we have to show that it can provide stability, impact, and meaningful careers,” he says. “Consumers want real, traceable, honest products from people they can trust. If we can build systems that return the value of that trust to the farm, we create better outcomes on both sides: farms benefit, communities benefit, and the next generation may see a future worth stepping into.”

He also believes public perception of dairy is slowly shifting toward what he describes as a “back-to-real” product mindset, less about marketing labels, more about authenticity, nutrition, and origin. “People don’t want 12 competing signals on a carton anymore,” he says. “They want to know who made it, how they cared for the land, and whether they can trust the product. Trust is becoming a key factor now.”

That emphasis on transparency, lineage, and stewardship is what Williams hopes will guide the next generation of dairy leadership across farming communities facing similar transition points.

“We are farmers first,” he says. “If we can rebuild systems that reward that work, improve the quality of life for those doing it, and encourage younger people to embrace the future of food, then we are doing both: producing dairy and restoring something more meaningful. That’s the real legacy.”

Dr. Stoyana Natseva’s Healing Journey and Its Global Impact

By: Matt Emma

From Sofia, Bulgaria, Dr. Stoyana Natseva’s journey of healing and personal awakening is reshaping the way individuals approach emotional well-being and leadership around the world.

Dr. Natseva’s story began with the profound loss of her father during her childhood, an event that shaped her early understanding of grief and healing. She soon realized that pain can either harden the heart or open it, and she chose the latter path. What began as a deeply personal pursuit of inner peace would eventually become a transformative force known as Happy Life Academy®, which has impacted countless people globally.

This year, Dr. Natseva’s work was recognized by the World Book of Records (U.K.) with two significant accolades:

  • Happy Life Academy® was named Europe’s largest coaching and transformation academy, with over 100,000 students and more than 3,000 certified coaches.

  • Dr. Natseva herself was honored for her notable contribution to transforming the lives of many individuals worldwide.

While the recognition is meaningful to Dr. Natseva, she humbly views it not as an endpoint, but as a reflection of her ongoing mission. “I didn’t set out to break records,” she shares. “My goal has always been to help people discover their inner light. When purpose and persistence align, lives can gradually change, one person at a time.”

The Humble Beginnings of Happy Life Academy®

Happy Life Academy® didn’t start with global ambitions but rather began in a small rented room in Sofia, where Dr. Natseva held intimate workshops. These sessions offered emotional clarity, personal empowerment, and healing. Her unique approach, which blends psychology, science-backed emotional mastery, and mindfulness, provided individuals with tools to release years of emotional burdens and find renewed strength.

The word spread organically as participants left feeling empowered and motivated. What began as a few small workshops eventually grew into larger seminars, and with the rise of digital learning, Happy Life Academy® transformed into a global platform, offering structured certification programs for aspiring coaches, mentors, and change-makers.

What started as a personal mission evolved into a widespread movement in emotional education, helping individuals more intentionally live with self-awareness and clarity.

A Philosophy Rooted in the Heart

Dr. Natseva’s leadership is often described as “heart-led.” She believes that true emotional strength is not about suppressing pain but having the courage to face it consciously. Her teachings rest on the belief that happiness is not a random occurrence; it is a cultivated state of mind.

Through her 15 published books, countless hours of training, and a growing international community, Dr. Natseva advocates for the idea that emotional well-being is not a luxury — it is essential to thriving in today’s world. Her philosophy bridges discipline with softness, consistency with surrender, and structure with intuition.

“Self-awareness is not self-indulgence,” she emphasizes. “It’s self-mastery.”

Those who have studied under her guidance often describe her as both a compassionate mentor and a mirror, offering deep listening, creating space without judgment, and teaching through vulnerability. Dr. Natseva’s approach encourages individuals to trust their inner wisdom, shed self-imposed limitations, and lead from a place of compassion, not fear.

Recognition Reflecting a Global Movement

The recognition from the World Book of Records symbolizes more than just accolades — it represents the many personal transformations experienced by individuals worldwide who have embraced Dr. Natseva’s approach. “Healing is contagious,” she smiles. “When one person awakens, it inspires others to do the same.”

Today, Happy Life Academy® stands as a testament to the power of blending compassion with structured personal growth. With thousands of certified coaches around the world, the academy has become a growing global network, helping individuals lead consciously in their homes, communities, and workplaces.

Looking to the Future

As Dr. Natseva continues her journey, her vision for the future expands beyond individual healing. She is actively developing international partnerships, youth empowerment initiatives, and cross-cultural retreats where people from diverse backgrounds can connect, heal, and rediscover their inner truth.

Dr. Natseva dreams of a future where emotional intelligence is integrated into educational systems, leadership is rooted in empathy and humanity, and inner peace serves as the foundation for progress. In a world often fractured by division and overstimulation, her message is simple yet profound:

True power lies not in control, but in connection. And when we heal ourselves, we contribute to healing the world.

We’re All Dead Here: A Ghostly Adventure for Middle-Grade Readers and Beyond

By: Marcus Whitfield

Middle-grade readers are in for a thrilling ride with Jake C. Rudquist’s We’re All Dead Here, a ghost story told from the unique perspective of the ghosts themselves. The book poses a haunting yet playful question: What would you do if you were twelve years old and suddenly became a ghost?

Rudquist’s story follows a young protagonist navigating the afterlife while facing both supernatural and historical challenges, including elements from the Second World War. By combining adventure with history, Rudquist creates a narrative that captivates young readers while offering adults an equally engaging experience.

“I wanted to write a book that middle-grade readers could lose themselves in, but also something adults could enjoy,” Rudquist explains. “That age—around twelve—is when I most loved reading. I wanted to capture that same sense of wonder and curiosity.”

For parents encouraging reading, Rudquist emphasizes the importance of letting children choose what they read. “It doesn’t have to be a book. Comics, graphic novels, magazines, or even online articles count. The key is that they’re reading,” he says. Recalling his own childhood, Rudquist remembers being drawn to video game magazines. “I loved playing the games, but I grew to enjoy reading about them too. That’s how my love of reading started.”

Rudquist also suggests that parents help children discover books connected to their interests. In his own story, he fused two things that fascinated him as a child: the paranormal and the Second World War. “If a child is interested in sports, music, or gaming, there are books out there about those topics, both fiction and nonfiction. Reading becomes fun when it relates to something they already care about,” he notes.

One of the challenges Rudquist addresses is keeping young readers engaged long enough to finish a book. “Our attention spans are shorter than ever, for both kids and adults,” he says. He recommends discussing the story along the way: “Ask them who their favorite character is, or what’s happening to that character. My book was written so that adults can enjoy it alongside kids, which gives families a chance to check in and discuss the story together.”

By structuring the story for dual appeal, Rudquist makes reading We’re All Dead Here a shared experience. Beyond entertainment, the book encourages curiosity, critical thinking, and empathy. “Writing from a ghost’s point of view lets readers see the world differently. It teaches empathy and resilience, all while keeping the story fun and engaging,” he explains.

Historical context is another key component of the story. Rudquist intentionally incorporated real historical elements to enrich the narrative and spark interest in the past. “History and the paranormal both fascinated me as a kid,” he says. “Blending the two allows readers to explore complex ideas like life, death, and morality in a way that’s relatable and exciting.”

Humor and emotional depth are also woven into the story. While the young protagonist faces challenges beyond the ordinary, the book balances suspense with moments of levity and reflection. “Adults reading the book will find the humor, historical references, and emotional moments engaging. That dual-layer appeal helps foster a love of reading in children,” Rudquist notes.

In essence, We’re All Dead Here offers more than a ghost story. It’s a story about perspective, curiosity, and the joy of discovery. Rudquist’s narrative encourages readers to think creatively, ask questions, and engage with history, all while being entertained by the supernatural adventure unfolding on the page.

For families looking to spark a love of reading, the book offers an ideal entry point. Rudquist emphasizes the value of shared reading experiences: “When adults read alongside their kids, they model the importance of reading and create opportunities to discuss themes and ideas. That interaction can make a story memorable and transformative.”

We’re All Dead Here stands out as a unique blend of adventure, history, humor, and heart. It’s an excellent choice for middle-grade readers ready to explore the supernatural and for adults who enjoy thought-provoking storytelling.

Get your copy of We’re All Dead Here today and step into a world where the past and the supernatural collide, and where even the youngest ghosts can teach us lessons about life, courage, and imagination.

From a Small Salon in Ukraine to the Red Carpets of Beverly Hills: The Inspiring Journey of Luiza Manukian

By: Swipe AG

When a Dream Meets Hard Work, Success Is Born

Luiza Manukian is a makeup artist whose name has become synonymous with flawless style in the world of Hollywood beauty. Her services are sought after by stars like Rita Ora, Bebe Rexha, Zendaya, and Kardashian’s family. Luiza creates looks for the red carpets of the Oscars and Grammys, photo shoots for Vogue and Harper’s Bazaar, music videos, and even personal appointments at celebrities’ homes and luxury estates.

“I want women to look in the mirror and think, ‘This is me, only even more beautiful,’” Luiza says.

This philosophy, combining mastery and care for her clients’ beauty, has made her one of the most sought-after makeup artists in Beverly Hills.

The Beginning: A Small Salon, Big Dreams

It all started in 2018 in a tiny salon in a shopping center in Ukraine.

“I worked from 10 a.m. to 10 p.m., without days off. I could never have imagined that one day I would be working with world-famous celebrities,” Luiza recalls.

Those long days built her character and taught her the most important lesson: success requires discipline, persistence, and constant learning. Every client, every brush stroke, became a step toward a dream that once felt so far away.

The Courage to Change: Moving to America

Moving to the U.S. was a real challenge. Luiza arrived without knowing any English but with a clear goal – to work with Hollywood stars.

“I put a pin on the map and told myself: I will get there. There’s no other option.”

Competition was fierce. To make a name for herself, Luiza did makeup for free, built her portfolio, and networked with photographers, stylists, and models.

“Every free collaboration was an investment in the future. At the same time, I was learning English to communicate freely with clients and colleagues,” she explains.

Dreams Become Reality

From a Small Salon in Ukraine to the Red Carpets of Beverly Hills The Inspiring Journey of Luiza Manukian

Photo Courtesy: Gregory Grigoryan

Within a year, her efforts started to pay off. Luiza was invited to a salon where global stars go.

“Could I have imagined this even in my wildest dreams? Of course not! But it happened,” she smiles.

A year and a half later, her name became recognized in the industry, and her rates grew with every new client. Today, Luiza creates flawless looks for red carpets, photo shoots, and music videos, focusing on natural beauty and radiant skin.

Premium Services: Brows and Lashes

Beyond makeup, Luiza develops premium services: eyebrow shaping and lash lamination. She trains aspiring artists, shares her secret techniques, and inspires them to build successful careers.

“It’s important to me that women feel confident and can earn well. That’s my mission,” Luiza says.

Luiza’s success is also reflected in her expanding range of services, which go beyond makeup to include brow shaping and lash lamination. These premium services have quickly gained popularity, as her meticulous approach to beauty helps clients feel confident and empowered. She’s created a loyal clientele who value her attention to detail and ability to enhance natural features. As she continues to grow in her field, Luiza remains committed to refining her craft and offering her clients the best in beauty, from head to toe.

In the near future, she plans to launch an online course worldwide, so more people can learn her unique methods – the same techniques that make top stars choose her.

LUMMA: Beauty Through Style

From a Small Salon in Ukraine to the Red Carpets of Beverly Hills The Inspiring Journey of Luiza Manukian

Photo Courtesy: Gregory Grigoryan

In 2025, Luiza launched her own minimalist clothing brand, LUMMA. The collection, featuring pastel shades, long cardigans, and silk skirts, quickly attracted attention from fashion bloggers and shoppers across California.

“For me, beauty isn’t just makeup – it’s also style. I love creating a complete look,” she explains.

Inspiration for Everyone

Luiza Manukian’s story inspires and motivates: from long shifts in a small salon in Ukraine to becoming a highly sought-after makeup artist in Beverly Hills, her success was made possible through persistence, hard work, and self-belief. Her journey proves that if you have a dream and take steps toward it every day, the impossible becomes possible.

How to Stay Organized When You’re Moving Houses Over Several Days

Some people get to finish a move in one quick day, but others don’t have the luxury of that easy timeline. For many, a multi-day move means going back and forth between your old place and your new home, juggling boxes, daily life, and long drives in between. 

Maybe you’re moving from New York to Florida, or you simply have so much to pack that getting everything out in a single day is impossible. No matter the case, you need a steady plan to keep your multi-day move organized. Here are some tips to help you stay on track when your move takes more than a day.

Create a Daily Packing Plan

Packing for a move can feel chaotic if you tackle everything at once. Rooms pile up with boxes. Essentials get mixed with non-essentials. It’s easy to lose track of what’s done. Breaking the move into daily goals makes the task a bit more manageable.

Start by assigning specific rooms or categories to each day. For example, back books and decor on one day, and clothes the next. Use a checklist to track progress. Mark off each completed section when you’re done. This system keeps your packing organized and gives you a clear sense of accomplishment at the end of each day.

Keep Your Essentials Separate

During a multi-day move, you still need access to everyday items. If everything is in boxes, finding toothpaste, chargers, or even a change of clothes can become a stressful task. Pack a separate bag with daily essentials. Include toiletries, phone chargers, medications, and a few outfits, and keep this bag easily accessible. 

This ensures you don’t have to dig through boxes every morning just to get ready. It keeps your routine running smoothly during the move. It also gives you peace of mind knowing the things you need most are always within reach.

Have a Small Kitchen Setup Ready

Even during a multi-day move, you still need to eat. Cooking in the chaos of half-packed kitchens can be exhausting, especially if you have limited access to appliances. To make things easier, set up a small kitchen area with just a few dishes, utensils, and basic cooking essentials. 

Prepare some make-ahead freezer meals that you can reheat during your moving days. This setup keeps meals stress-free and prevents the need to unpack the whole kitchen every time you’re hungry.

Plan Moving Large Furniture on a Single Day

Dragging big furniture back and forth over multiple days can be exhausting. It also increases the risk of damage. Scheduling one day for all heavy lifting keeps things efficient and safe. Make arrangements to move all large pieces on the same day. If needed, hire a local moving company to assist with the heaviest items, such as couches, beds, and closets. This approach limits repeated lifting and keeps your schedule predictable. 

It’s best to do this at the start of the move, since it helps the rest of the move feel lighter and more manageable. It also makes unpacking in your new home more straightforward, as the larger pieces are already in place.

Endnote

Moving for days at a time can feel less overwhelming when you have a steady system to keep you functional. When you put these habits into place, the back-and-forth between homes will feel smoother. A move this long becomes easier to handle when you stay organized from start to finish. Keeping a checklist of tasks and sticking to it helps maintain momentum, ensuring that you don’t lose track of important details. Planning ahead for each phase of the move reduces stress and allows you to focus on one step at a time.

How AI Enhances Luxury Brand Authentication with LegitGrails

Counterfeiting is a sophisticated, organized crime that costs businesses over $467 billion in losses annually. In New York alone, authorities seized over $1 billion worth of counterfeit luxury items in 2023. These products are so deceptive that they are often referred to as superfakes. 

Traditional authentication methods can’t handle the volume and complexity of modern counterfeits. Traditional expert-based verification is slow and expensive. On the other hand, the methods currently available to consumers are often cheap. However, they are also more prone to errors. 

Modern authentication services must turn to radical technology. Today, you will learn more about how artificial intelligence (AI) and human experts complement each other for luxury brand authentication. 

Where AI Verification Exceeds Human Verification?

How AI Enhances Luxury Brand Authentication with LegitGrails

Photo: Unsplash.com

The premier challenge is finding the most effective method for luxury item verification. Luxury goods are defined by: 

  • High quality. 
  • High expense.
  • Limited quantity. 

Those qualities make them targets for counterfeiters. It harms everyone involved, from the brand’s reputation to customers who think they are buying original items.  

Consistency in AI luxury verification is the key aspect that human experts lack. For example, checking every stitch on over 1,000 bags would be a time-consuming task for humans. AI can assist by analyzing the uniformity, density, and structure across the entire item in a more efficient manner.

AI can help filter straightforward cases and flag potentially suspicious items, potentially saving human experts valuable time.

Hybrid Approach and Its Benefits

If AI is a detective providing an objective, scalable analysis, humans are the final judge and record keeper. AI learns from the data. However, it doesn’t inherently understand the continuous evolution of counterfeits.

Luxury brands are introducing new styles, materials, and hardware finishes. For example, if a counterfeiter uses a brand-new type of thread tomorrow, the AI system likely won’t recognize it as anomalous immediately. 

AI can tell you if the stitching density is correct based on a million past images. However, the human expert is the only one who will catch the difference if the company changes its product’s stitching density. You need a human expert to monitor the evolving fashion landscape. 

Sensory details of luxury bags that AI can’t yet measure, such as smell or feel, can be easily identified by humans. Sensory input, combined with deep historical nuances, is still beyond the capabilities of AI. In the hybrid authentication approach, human experts provide nuanced judgment and context.

Luxury bag authentication service mandates the hybrid authentication approach. They utilize up to four human experts to review items alongside the AI assessments. Human experts conduct the final physical inspection after the AI systems have done the initial filtering.

Advantages and Limitations of AI Authentication Services

How AI Enhances Luxury Brand Authentication with LegitGrails

Photo: Unsplash.com

There are both advantages and disadvantages to using AI for luxury bag authentication. As a customer, here are some key factors to consider:

Key Benefits

AI authentication has several benefits:

  • Speed. 
  • Scale.
  • Consistency.

While AI can significantly support the authentication process, it cannot replace human experts entirely. Once an AI system is in place, it can also offer cost efficiency, working alongside humans to create a more efficient and accurate process.

Where They Fall Short

AI has several disadvantages compared to human experts. One of the limitations is its training data. It must be updated continuously to keep pace with the evolving luxury counterfeit market. If AI hasn’t seen enough examples of a vintage or limited piece, it struggles because it lacks a baseline for comparison in that case. 

There is a technical risk of AI called overfitting. The AI’s expertise might become too narrow with more training data. It would not be able to recognize a new piece from the recent collection because of slightly altered stitching. 

AI authentication tools have material limitations. It can’t feel the subtleness of leather or weigh the exact balance of materials in hand. Those tactile clues are still crucial for human experts. Failing to recognize an authentic bag can cost thousands of dollars. That’s why AI can’t replace humans entirely. 

How Exactly Can AI Help with Luxury Brand Authenticity Check? 

AI offers several features that can help enhance the luxury authentication process:

Pattern Recognition

AI introduces deep learning patterns — Convolutional Neural Networks (CNNs). They are brilliant at pattern recognition in images. CNNs are designed to see repeating structures, textures, and alignments. Research shows these models can hit up to 99% accuracy in detecting forgeries. 

Image Analysis

AI image analysis provides access to authentication for individuals worldwide. Using smartphone images, AI may achieve authentication accuracy never seen before. Those phones require specific lighting and angles. However, it points to the future where high-accuracy authentication can be more available.

Database Analytics

Database analytics means that photos of your bag will be analyzed against thousands of original and fake bags. Companies ensure a database is solid and secure by providing human supervision and security measures.

Certificates of Authenticity

After the check, securing the results is crucial. Digital certificates often utilize encryption. Platforms like LegitGrails work on digital passports for luxury items. They help ensure the verification status is locked in and traceable. 

Remote Verification in Real Time

Anyone from anywhere in the world can send pictures of their luxury items for verification. Depending on your urgent needs and financial situation, you can obtain an authentication certificate for your bag within 30 minutes. As soon as you make a request, the authentication process begins. You will receive your bag’s authentication certificate after paying the platform fee.

The Essentials Recap 

The luxury market demands faster and more digital authentication methods. The most effective solutions rely on the hybrid authentication model. It combines the objective scale and speed of AI and the nuanced, evolving experience of human experts. 

Despite the clear technological path forward and the incredible accuracy of new systems, a significant gap remains. Consumers and buyers need to collaborate with authentication companies to distinguish between what’s fake and what’s real. 

 

Disclaimer: This article is for informational purposes only. While AI can assist in luxury brand authentication, it does not replace human experts. The accuracy of AI systems depends on data quality and item specifics. For the most reliable results, a hybrid approach combining AI and human verification is recommended. Always use trusted services like LegitGrails for authenticating luxury items.

Angela Choe Zielinski: A Creative Visionary in Motion

By: Janice Israel Delima, Alegre de Pilipinas

Angela Choe Zielinski is not just a model or actress — she is a creative visionary whose work bridges the world of fashion, film, and performance. Based in Las Vegas, Nevada, Angela has carved out a niche for herself in the creative industry by blending emotion, movement, and storytelling into living art. Through her brand, Artistry in Motion, she aims to inspire others to embrace their authentic selves, pursue their dreams with courage, and create art that resonates with both the heart and mind.

The Evolution of Angela Choe Zielinski: From Model to Creative Visionary

Angela’s career began in the modeling world, where she quickly became known for her cinematic approach to fashion and beauty. Her work goes beyond traditional modeling, embodying a deep emotional connection that elevates each project she touches. Angela’s belief that “movement is emotion made visible” is at the core of her work. Whether walking the runway or starring in a film, her artistry brings raw emotion and truth to life in ways that captivate audiences.

As her career progressed, Angela found herself drawn to a broader creative vision. She started Artistry in Motion, a platform for her to merge fashion, storytelling, and performance in new and exciting ways. Through this brand, she collaborates with a wide array of artists, filmmakers, stylists, and designers to create visually powerful narratives that move beyond aesthetics. For Angela, it’s not just about the beauty of the art, but about the emotional truth it conveys.

“Art isn’t meant to stay clean; it’s meant to move you,” Angela explains, a sentiment that rings true in every project she undertakes. This approach has led to collaborations with notable creatives such as photographers Lloyd Farris, Sean Jones, and Diamond (The Eye Visuals), as well as stylists and makeup artists who share her commitment to pushing boundaries and telling powerful stories through visual art.

The Heart of Artistry in Motion: A Focus on Authenticity and Empowerment

At the core of Angela’s work is her belief in the power of self-expression. Artistry in Motion is not just a brand; it’s a movement aimed at encouraging individuals to live authentically and embrace their true selves. Angela’s focus extends beyond the superficial aspects of beauty or fame. She champions the idea that everyone, regardless of background or identity, has the right to express themselves freely, without judgment or fear of conformity.

Angela’s portfolio spans high-fashion editorials, conceptual photo shoots, films, and television work, all of which explore the themes of identity, emotion, and transformation. Through each piece, she seeks to challenge conventional ideas of beauty, bringing out the rawness of human experience. She believes that “Art enables us to find ourselves and lose ourselves at the same time,” a thought-provoking quote by Thomas Merton that perfectly encapsulates her approach to creating meaningful, evocative work.

Her collaborations are a testament to her commitment to diversity and inclusivity, values that are at the heart of her brand. Angela works tirelessly to foster genuine connections within the creative community, ensuring that voices from all walks of life are heard and celebrated. In her own words, “Art is not about perfection but about truth.” For Angela, the goal is not to create flawless images but to create work that feels real, that tells a story, and that resonates emotionally.

Upcoming Projects: Pushing Boundaries in Fashion, Film, and Performance

Angela Choe Zielinski: A Creative Visionary in Motion

Photo Courtesy: ALEGRE DE PILIPINAS / Janice Israel Delima
Lloyd Farris, Sean Jones, Diamond(The Eye Visuals), Jude Metusa, Tim Stover and more, stylists such as Dae Thomas (Haus of VanGaudy), Ricci Lopez, and makeup artists Mercedes Hernandez, Krystal Edman-Wilson, and Carly Caesar-Brown

Angela’s creative journey is far from over. She has several exciting projects in the works, including feature films set to release in 2026, and her participation in upcoming fashion events like the GalaDrama Foundation fashion show on November 16th, where she will be walking for a designer. Angela’s commitment to creating immersive and thought-provoking art continues to evolve, and her future projects are set to push even further into uncharted creative territories.

Additionally, Angela is working on a limited series currently in pre-production, showcasing her versatility not only as a model and actress but also as a visionary behind the scenes. Her drive to inspire others through her work remains a constant motivator as she continues to expand her artistic horizons and take on new challenges.

Through Artistry in Motion, Angela is not only transforming the way art is created but is also offering a platform for others to explore and express their creative potential. As her brand continues to grow, so does her impact on the creative community and beyond.

Connect with Angela Choe Zielinski

To keep up with Angela’s latest projects and collaborations, visit her social media pages and get in touch:

Angela’s journey as a model, actress, and creative visionary is a testament to the power of authentic self-expression. Through Artistry in Motion, she continues to inspire others to create boldly, love deeply, and live life on their own terms. Whether she’s on set for a fashion shoot, working behind the scenes to bring a concept to life, or walking the runway at an event, Angela remains committed to her mission of empowering individuals through art, movement, and emotional truth.

For Angela Choe Zielinski, art is more than just a profession; it’s a way of life — a movement that invites others to join her in celebrating beauty, strength, and the courage to express who they truly are.

The Real Impact of AP and AR Automation on Your Business

By: Jaxon Lee

Often, finance teams are too busy and overwhelmed with work. Papers are flying around, invoices are stacking up, and approvals are waiting in some inbox. Some payments are sent out on time, while others get lost in the process because someone forgot a form or mistyped a number. It’s messy but totally avoidable.

That’s where automation comes into the picture. Manual systems might have worked back then when your business was smaller, but today’s finance world moves at lightning speed. More transactions, new payment types like ACH and e-invoices, and partners who want instant access make old processes slow and frustrating. In fact, 59% of U.S. businesses report that manual AR workflows negatively impact their cash flow. The truth is simple: automation today is how modern companies stay fast, accurate, and in control of their cash.

The need for AP/AR automation

Why AP/AR complexity is increasing

As businesses grow, the number of suppliers, customers, payment methods, and locations increases, which makes AP/AR more complicated. It’s very challenging to manage diverse invoices, payment terms, and compliance requirements. Manual systems can’t handle this complexity efficiently and often lead to delays, errors, and a lack of visibility. These issues create numerous hurdles, which hinder business decisions and growth potential. Hence, automation becomes crucial to manage this complexity seamlessly.

Common challenges with manual workflow

Several recurring problems plague manual AP/AR processes. First, they demand a high labor cost, with a lot of time spent typing data, checking for errors, and chasing down approvals. All these increase the risk of mistakes. Since there is a lack of real-time visibility, it means you don’t know where bottlenecks are or what payments are stuck in the system. Additionally, with manual workflows, controls are weak, which increases the likelihood of compliance issues and fraud slipping through.

As your business grows, transaction volume increases as well. Simply adding more staff who are handling tasks manually isn’t a sustainable solution, as it creates friction that inhibits smooth scaling and hampers business agility.

How AP and AR automation really works

What an automated AP workflow looks like

  1. It all starts when an invoice shows up by email, paper, or vendor portal. Instead of typing everything in manually, automation tools capture key details, such as invoice number, amount, vendor, and date, using OCR or smart data extraction.
  2. The system then checks the invoice against the purchase order (PO) and goods receipt. If everything matches, the process moves forward automatically. If not, it flags the mismatch for a quick human review.
  3. Next comes the digital approval process. Approvers receive instant alerts and can approve invoices on their phone or laptop, eliminating the need to chase signatures or paperwork.
  4. Once approved, payments are automatically scheduled and sent via ACH payments, instant payments, virtual cards, or whatever method you have chosen. Then the transactions sync straight into your accounting or ERP system.
  5. Real-time dashboards give you a clear view of everything, including pending invoices, payment schedules, discount opportunities, and any exceptions that need a quick fix

Platforms like Forwardly make this entire process seamless, eliminating repetitive manual work and helping your finance team stay agile and in control.

What an automated AR workflow looks like

  1. The AR workflow begins with e-invoicing, where invoices are created and sent automatically right after a sale. There are no delays or any manual follow-ups.
  2. The system takes care of reminders, too. It automatically sends polite nudges to customers when payments are due or overdue.
  3. Each invoice includes easy payment links, card, ACH, or even an e-wallet so that customers can pay with just a click.
  4. When payments come in, they’re automatically matched with the correct invoices in your accounting system. Everything updates instantly, and any exceptions are flagged for you.
  5. Real-time dashboards show you precisely what’s happening, overdue payments, trends, and even which customers might be turning risky.

Automation speeds up collections, reduces errors, and helps customers pay faster, all while freeing your team to focus on growth rather than mundane tasks.

How automation transforms finance teams

Strategic workflow shift for AR/AP teams

When you automate laborious work, your finance team can focus on more valuable tasks; they can stop doing the processing part and start being strategic. They invest their time in analyzing cash-flow trends instead of entering data and focusing on vendor and customer relationships. This shift empowers them to support key business decisions, such as taking early-payment discounts or adjusting customer terms when needed. Automation transforms their role from reactive to proactive, adding real strategic value to the business.

Predictive analytics for proactive cash-flow planning

With data flowing in real time, you can forecast cash inflows and outflows with higher confidence. Automation systems can highlight when you’ll need to pay a large supplier, or when receivables are ageing, and you might have a cash crunch. This allows you to make better decisions: “Do we delay this payment or accelerate it?”

Automated payment matching helps in faster dispute resolution

Because you’re matching invoices and payments automatically, you reduce time spent investigating mismatches or missing payments. That means fewer disputes, fewer manual follow-ups, and faster resolution. This improves vendor and customer relationships, reducing the likelihood of payments being held up.

Fewer errors and stronger data accuracy

Manual processes are error-prone. With automation, you reduce typos, lost documents, and duplicate payments. Companies using AP automation can reduce invoice‐processing costs and also improve data-capture accuracy significantly.

Compliance and security

Modern automation tools have far more controls (who approves what, audit trails, automated matching) and reduce dependency on paper or spreadsheets that can be manipulated or lost. They improve the audit readiness and reduce the risk of fraud or non-compliance. For example, automation improves visibility and control by providing centralized access and real-time tracking.

Are you ready to embrace AP/AR automation?

Here are signs that your business needs to automate payment processes:

  •       You’re spending large amounts of time on manual data entry, invoice chasing, and payment follow-ups.
  •       Days Sales Outstanding (DSO) is creeping up, or you’re regularly late paying suppliers.
  •       You’re seeing frequent invoice errors, duplicate payments, mismatches, and disputes.
  •       You lack real-time visibility into your payable and receivable pipeline: you don’t know how much you’ll pay and when, versus how much you’ll collect and when.
  •       You’re scaling (more customers, more suppliers, more geographies) and your manual processes are becoming a bottleneck.
  •       You want finance to move from being purely operational (pay/check) to strategic (advisor, planner).

Why AP/AR automation is essential for modern finance teams

If your finance team is still bogged down in paperwork, chasing invoices, or operating in a fog of “I don’t really know how much is coming in/going out when”, then introducing AP/AR automation is not just nice to have; it’s increasingly essential. It provides speed, accuracy, transparency and frees your team to focus on value-added work rather than manual drudgery. The measurable benefits, including cost reduction, improved cash flow, and reduced risk, aren’t just hype. They’re real. In today’s tech world, accounts payable and receivable automation isn’t the future; it’s right now.

Disclaimer: The information provided in this article is for general informational purposes only and is not intended as legal, financial, or professional advice. While we strive for accuracy, we make no representations or warranties, express or implied, regarding the completeness, accuracy, reliability, suitability, or availability of the content related to AP/AR automation. Use of this information is at your own risk. For specific business decisions or concerns, it is recommended to consult with a qualified professional.

New York’s All-Electric Building Mandate Put on Hold

New York passed the All-Electric Buildings Act in 2023 with a straightforward goal: phase out gas hookups in most new construction and move the state toward cleaner, fully electric systems. Under the law, new low-rise residential buildings would have been required to go all-electric starting January 1, 2026. Larger commercial projects and taller residential buildings faced a 2029 deadline.

Key sectors — restaurants, hospitals, and existing buildings — were exempt, but the shift was still substantial. State officials framed the policy as a necessary step to reduce fossil fuel use, cut emissions, and help residents benefit from potentially lower long-term energy costs.

As the deadline approached, however, legal and logistical concerns grew. Attorneys for the state ultimately agreed to pause the mandate while a federal appeals court reviews whether the law conflicts with national energy regulations. Until the court rules, builders can continue installing gas hookups in new projects.


Why Builders and Housing Advocates Pushed Back

Opposition centered on affordability and readiness. Trade groups and housing advocates argued that requiring all-electric designs would increase construction costs — especially in dense markets where building budgets already run tight. They warned that higher upfront costs could slow the creation of affordable housing at a time when demand is soaring across New York City and other regions.

Smaller developers said the schedule was too aggressive. Transitioning to electric systems requires redesigning entire building plans, purchasing new equipment, and training contractors. Many felt they couldn’t realistically overhaul their planning processes in time for the mandate.

For them, the delay brings relief. It gives builders and architects room to prepare while legal questions are sorted out. Housing advocates echoed that sentiment, saying environmental goals must be paired with policies that keep homes affordable, not harder to build.


The Electric Grid Became a Central Concern

The state’s ability to support full electrification quickly became one of the biggest points of debate. New York’s grid operator warned that parts of the state — including New York City, Long Island, and the Hudson Valley — may face strain as electricity demand climbs.

Growing energy use from data centers, electrified transportation, and new electric-only buildings could push the grid toward capacity, especially during summer heat waves when demand peaks. The concern wasn’t theoretical: without upgrades, major regions could risk reliability issues.

This warning added momentum to calls for caution. Even supporters of the mandate acknowledged that electrification only works if the grid stays stable. To them, the long-term transition is essential, but it must move in step with infrastructure improvements and expanded renewable energy generation.


What Comes Next

The Second Circuit U.S. Court of Appeals will determine whether the All-Electric Buildings Act can move forward without conflicting with federal rules. Until that decision is issued, New York will not enforce the gas-hookup ban.

Governor Kathy Hochul’s administration maintains its support for the policy but agreed to the pause to avoid legal complications. Environmental organizations expressed frustration at the delay, arguing that the law would help lower energy bills, reduce pollution, and accelerate the state’s climate strategy. They see the pause as a setback to broader clean-energy efforts.

For builders, housing advocates, and residents, the situation remains in limbo. The debate around the All-Electric Buildings Act highlights how complicated climate policy becomes when it intersects with housing supply, affordability, and grid capacity. New York’s choice to wait for the court ruling reflects the delicate balance between pushing for cleaner buildings and ensuring the state is structurally ready for the shift.