Blog

  • A closer look at Dreame’s multi-category tech showcase

    The latest event highlighted both near-term products and longer-term ambitions

    Over four days, Dreame used its launch event to show how far it aims to expand across consumer technology. The lineup moved from experimental mobility concepts to robotic home appliances, connected devices, and personal care tools.

    The event outlined a broad vision for a lifestyle ecosystem built around automation, hardware, and software. For everyday consumers, the more useful question is straightforward: which products are close enough to matter now, and which ones remain part of Dreame’s longer-term roadmap?

    Day 1: Mobility concepts and system design

    Image courtesy of DREAME

    The first day centered on advanced mobility, including a concept vehicle designed to highlight Dreame’s engineering work rather than signal a mass-market release.

    The vehicle drew attention, but the more relevant takeaway was the technology behind it. Dreame highlighted high-resolution LiDAR systems and autonomous driving architecture, both of which reflect wider industry efforts to improve sensing, data processing, and real-time responsiveness in vehicles.

    That systems-focused thinking carried into the rest of the event. Across several categories, Dreame returned to a consistent idea: devices that collect information, process it, and respond with less user input.

    Day 2: Home technology and near-term applications

    The second day moved into more familiar territory: the home. This portion of the showcase included robotic cleaning products, smart appliances, and air systems designed to support everyday tasks.

    Examples included:

    • A robotic vacuum designed to reach corners and edges more effectively
    • A washing system with automated handling features
    • A refrigerator with sensors that respond to changing internal conditions
    • An air purifier designed to reduce maintenance needs
    • A fan and purifier combination that adjusts airflow based on the room

    These products reflect Dreame’s current strengths. Many build on categories consumers already understand, with updates centered on convenience, automation, and reduced hands-on effort.

    Image courtesy of DREAME

    Several also appeared to be available now or moving closer to market. That makes this part of the showcase easier to place in context. Rather than asking consumers to adopt entirely new habits, Dreame’s approach here focuses on improving tasks people already do.

    Day 3: Connected devices and emerging platforms

    The third day expanded into smartphones, wearables, and AI-driven software systems. This section placed Dreame in a more competitive area of the tech market, where ease of use and ecosystem design carry significant weight.

    The smartphone platform showcased at the event featured modular components, advanced imaging capabilities, and AI tools to assist with tasks. Dreame also introduced wearable devices such as health-tracking rings, lightweight glasses, and pendants that gather and interpret user data.

    Taken together, these products suggest a future in which multiple devices operate as part of a connected system. The challenge will be making that system feel simple. Consumers already manage several devices, and any added AI layer will need to reduce friction rather than create more complexity.

    Image courtesy of DREAME

    Day 3 (continued): Personal care and practical innovation

    The personal care segment stood out as one of the more immediately practical areas of the showcase. Dreame presented hair dryers, grooming tools, and skincare devices that build on familiar formats.

    These products incorporate updates such as airflow control, sensor-based adjustments, and material improvements. The focus appears to be on improving performance without requiring users to change their routines.

    This category aligns with Dreame’s broader strategy: refine existing products through engineering and design improvements while adding a measured level of intelligence.

    Day 4: A layered approach to product development

    The final day brought together the event’s broader themes, highlighting Dreame’s ongoing focus on robotics, artificial intelligence, and connected systems. The company’s portfolio can be viewed across three general stages:

    Image courtesy of DREAME

    • Current offerings: Home appliances and personal care devices that are available or nearing release, with updates centered on usability and automation
    • Developing technologies: Connected devices and AI systems that show potential but depend on further integration and adoption
    • Experimental concepts: Mobility and other research-driven projects that demonstrate technical direction without clear near-term consumer applications

    This structure reflects a mix of present-day products and longer-term exploration. Some offerings are positioned for immediate use, while others indicate where Dreame is directing its research and development efforts.

    A broad strategy in a crowded market

    The showcase pointed to Dreame’s strategy of expanding across multiple product categories while linking them through shared technology. This approach aligns with broader trends in consumer tech, where companies are building ecosystems that connect devices, data, and user experiences.

    For consumers, the most immediate impact is likely to come from updates to familiar products, particularly in home technology and personal care. These categories offer clearer use cases and fewer barriers to adoption.

    The larger ecosystem vision remains in development. Its success will depend on how effectively Dreame can make connected devices feel useful, reliable, and easy to integrate into everyday life.

  • How ClarityCheck reflects the shift toward everyday verification

    Why online trust now involves small moments of checking

    Unknown contacts have become part of ordinary digital life. A missed call appears at night, a dating profile moves too quickly, and an email arrives from someone a person doesn’t fully recognize, though the name feels familiar enough to pause before ignoring it. Most of these moments pass quietly, though they still create a small decision about whether trust should come first or verification should. ClarityCheck.com grew around that behavior.

    The platform focuses on everyday digital verification, giving users a way to check names, numbers, and online details without turning the process into something technical or investigative. With ClarityCheck, searches happen inside the same mobile-first routines where uncertainty already appears, often during small moments that last only a few seconds before someone decides whether to respond. 

    Where uncertainty tends to build online

    Digital interaction now moves faster than context. A message may arrive from someone met briefly through a dating app, a marketplace exchange, or a social platform conversation that never fully settled into familiarity. The contact itself may not feel immediately threatening, though the lack of information still changes how people respond.

    That hesitation has gradually become part of normal online behavior. Users increasingly check numbers, usernames, or names before replying. Digital communication now regularly happens between people who have never met in person. ClarityCheck reflects that adjustment through tools shaped around quick searches and repeated lookups.

    Patterns inside those searches also reveal how verification works emotionally. A person may search once, leave, then return later after another text or missed call appears. Some sessions involve several connected lookups in a short period, after one result raises additional questions. The behavior tends to move alongside instinct.

    Verification has become mobile and immediate

    The timing of searches says as much as the searches themselves. ClarityCheck has observed heavier evening usage patterns and repeat mobile sessions, particularly during periods tied to dating activity, missed calls, or uncertain digital contact. The search often happens in the same moment the uncertainty appears. 

    That timing is important because verification no longer functions like a separate task. The process now sits directly inside daily communication habits. Someone receives a message, pauses briefly, searches, and then decides whether to continue the interaction. The movement happens quickly enough that it blends into ordinary phone use.

    Mobile behavior has pushed that shift further. Verification now goes through the same device carrying messages, notifications, dating apps, and social platforms. The distance between uncertainty and checking has narrowed considerably over the last several years.

    How OSINT entered ordinary routines

    Open-source intelligence tools once belonged mostly to journalists, researchers, investigators, or highly technical communities. Many of the habits connected to OSINT now appear in ordinary online behavior without most users describing them that way.

    A reverse lookup, a repeated username search, or checking whether information appears consistently across platforms all reflect parts of that broader verification culture. ClarityCheck operates inside that movement by simplifying searches that previously required several disconnected tools or deeper technical familiarity. 

    The change feels cultural as much as technological. Verification has started functioning more like digital awareness. The process often resembles checking directions before driving somewhere unfamiliar or reviewing seller ratings before placing an order online. It becomes part of how people reduce uncertainty before continuing interaction.

    That shift appears especially clearly in dating and missed-call behavior. Those situations tend to combine curiosity, uncertainty, and emotional instinct all at once. That creates repeated patterns around checking before responding. 

    How digital trust keeps changing

    Online trust no longer forms in the same order it once did. People often interact first, then gather context afterward. The relationship between familiarity and verification has gradually reversed across many forms of communication.

    Clarity Check reflects that broader adjustment through tools tied to quick searches, repeat visits, and mobile-first behavior. Discussions surrounding platforms like ClarityCheck often center more on the habit of checking before engaging further online.

    The process remains relatively quiet in daily life. Most searches happen privately, quickly, and without much discussion afterward. Over time, though, those small verification habits continue shaping how people move through digital spaces where contact now arrives constantly, often from people they’ve never met. 

  • When a beauty appointment doesn’t go as planned

    Common reactions, overlooked risks, and what to consider before and after a treatment.

    A beauty appointment can feel routine right up until it doesn’t. In places like California, where beauty services are widely accessible and frequently booked, a peel, lash service, scalp treatment, or resurfacing session may be booked as casually as a haircut. For some people, it leaves them dealing with burning, swelling, or a reaction that lingers longer than expected. That’s part of why beauty salon injury lawyers who serve California may become relevant after an experience that started as ordinary self-care and ended with pain, visible irritation, or a result that keeps getting worse instead of settling down.

    The problem is rarely beauty itself. It’s usually the gap between how simple a service looks on a menu and the level of care it actually requires once products, skin, heat, adhesives, or strong exfoliation come into play. Many treatments may be helpful, enjoyable, and worth booking. They still ask for better judgment than the setting sometimes suggests.

    How common beauty treatment problems usually show up

    Bad reactions aren’t always obvious in the first hour. Some begin with a sting that hangs on too long. Others look like unusual heat, tightness, or swelling. Many show up later, especially when dyes, adhesives, or stronger formulas continue to irritate the skin after the appointment ends.

    A few categories come up often. Chemical services may leave burns or raw patches. Lash or brow products can trigger allergic reactions, and unsanitary tools could raise the risk of infection. Hair and scalp treatments sometimes leave soreness, peeling, or irritation that spreads. It’s not uncommon for overly aggressive services to leave marks that fade much more slowly than the client was led to expect. 

    Even a treatment with a soft, gentle reputation can go badly when it’s not matched carefully to the person receiving it. That’s why personalization is simply basic safety. 

    Image Credit: Adobe Stock

    Why patch tests and consultation still deserve respect

    Patch tests get skipped for one obvious reason: they slow things down. A person wants the appointment, not the extra step before it. Still, a patch test may catch the kind of reaction that becomes much harder and costly to deal with once the product is used more widely.

    Consultations do similar work. They create room for a real conversation about active breakouts, recent reactions, medications, retinoid use, sensitivity, or whether the client’s skin has already been stressed by sun, travel, or over-exfoliation. Those details may sound minor, but they typically decide whether a service feels fine, harsh, or turns into a recovery project no one planned for.

    Image Credit: Adobe Stock

    How aftercare shapes what happens next

    One thing that gets overlooked is how easy it is to mess up the recovery window. The service may be finished, but the skin doesn’t know that. It’s still reacting, irritated, and more vulnerable than it looks. What happens later that afternoon or evening can change the whole result. 

    That’s why aftercare tends to sound so plain. The fix is often to leave things alone, use gentle products, and keep the area moisturized. It’s also important to avoid excessive heat, sun, or taking a dozen unnecessary steps on skin that’s already trying to settle itself. 

    Cosmetic procedures increased by 5% in 2023. Yet as demand for these treatments continues, there are very few tools to gauge their reputations and risks. 

    When to seek beauty salon injury lawyers who serve California

    Some irritation fades quickly. But that’s not always the case. Blistering, rising pain, unusual swelling, discharge, spreading rash, or visible injury may point to something that needs more than patience. At that point, photos, appointment details, aftercare instructions, and product names may all be worth saving. 

    No one books a salon visit expecting to think about medical care or legal help later. Yet knowing where the line is can make responding to a bad experience easier. Sometimes, that response is a little TLC. Other times, people may want to seek out beauty salon injury lawyers who serve California. Beauty trends can boost confidence, but they shouldn’t require someone to guess whether a worsening reaction is part of the process.

    The information provided in this article is for general informational and educational purposes only. It is not intended as legal, financial, medical, or professional advice. Readers should not rely solely on the content of this article and are encouraged to seek professional advice tailored to their specific circumstances. We disclaim any liability for any loss or damage arising directly or indirectly from the use of, or reliance on, the information presented.

  • Meet María Mercado: The Colombian lawyer who became one of the art world’s most compelling voices

    Most people who show up at Art Expo New York are just artists. María Esther Panesso Mercado is also a lawyer.

    The Colombian-born painter is beginning to attract attention at one of the city’s biggest art fairs, Art Expo New York 2026, running through April 12 at Pier 36, is not your typical gallery darling. By day, she defends women in vulnerable situations in Colombian courtrooms. By night, she is in her studio, layering oil and texture onto canvas, creating luminous female figures that have landed on walls in Paris, Miami, and Tokyo. 

    The Woman Who Refused to Pick a Lane

    María Esther Panesso Mercado, who signs her paintings simply as Mercado, was born in Bogotá, Colombia, in 1987. She holds a law degree and a degree in International Business Administration from Universidad de La Sabana, and an MBA from IE Business School in Madrid. She is, by any measure, an overachiever in the traditional sense.

    But somewhere between the courtroom and the lecture hall, art kept pulling her back.

    “Art has always been my most honest language,” she says. “From a young age, I felt a deep need to express emotion, memory, and strength through visual form.”

    She never quit law. She never quit business either. Instead, she built a career that operates on two tracks simultaneously and has somehow managed to become seriously accomplished on both. Forbes Colombia named her one of the 50 Most Creative Colombians in the World. She has exhibited at the Salon d’Automne in Paris, the legendary exhibition founded in 1903 that once showcased Matisse and Picasso. And now she is here, in New York, at one of the most important contemporary art fairs in the country.

    The art world tends to reward people who fit neatly into a box. Mercado’s career has often challenged that assumption.

    What Happened in Her Childhood Changed Everything She Paints

    To understand Mercado’s work, you have to understand where it comes from. She lost her father when she was still young. Her mother stepped up, became the head of the household, and raised her children with what Mercado describes as quiet, unshakeable strength.

    That image never left her.

    It is why every painting she makes is centered on women. Not women as decorative subjects, not women as passive figures gazing softly into the distance. Women as forces. Women as the people who hold everything together while the world looks the other way.

    She signs every painting with her maternal surname, Mercado, not her paternal one. It is her way of saying, every single time she puts brush to canvas, that this is for her mother. That the work is a tribute.

    Her legal career deepened that conviction. Years of defending women in Colombia’s courts, women facing poverty, abuse, and systemic disadvantage, gave her a front row seat to what real resilience looks like. It transformed the way she paints.

    “Witnessing both fragility and extraordinary strength in real life transformed the way I portray women in my paintings,” she says. “They are not passive figures. They embody power, transcendence, and inner light.”

    Her Paintings Look Like Nothing Else in the Room

    One of the more recognizable elements of Mercado’s work is its use of contrast.

    Her backgrounds are thick, textured, at times quite pronounced, layers of mixed media built up until the surface has genuine physical depth. Then, against that turbulent ground, her figures appear smooth and radiant. Ballet dancers mid-flight. Coastal women standing tall. Feminine forms lit by gold that seems to come from inside the canvas rather than from any external source.

    She calls the concept “Dualidades del Alma,” Dualities of the Soul. The idea is that every woman contains multitudes: vulnerability and strength, sacrifice and beauty, discipline and grace. The ballet dancer is her favorite symbol for this. Behind every effortless performance is a body marked by years of pain and work. The dancer makes it look easy. She is not.

    Mercado sees that same story in every woman she has ever represented in court.

    It presents a relatively cohesive vision for someone who, on paper, should probably be running a law firm full-time. But that is exactly what makes her interesting. She is not splitting her focus. She appears to be building on it, which adds further depth to the work.

    Colombia itself shaped that richness. A country of extraordinary cultural depth, of resilience forged through decades of adversity, of communities that transform difficulty into creativity. Mercado carries all of that with her to every international exhibition. For her, showing up in Paris or New York with paintings inspired by Colombian women is not just a career move. It is a responsibility.

    She is building toward more: museum-level exhibitions, a wider collector base in the US and Europe, and eventually a foundation to support emerging female artists. She speaks about all of it with the matter-of-fact confidence of someone who has already done harder things.

    And she probably has. Try defending women in a Colombian courtroom in the morning and finishing a painting destined for a Paris gallery by midnight. Then tell someone you cannot do two things at once.

    María Esther Panesso Mercado is exhibiting at Art Expo New York 2026. Follow her work on Instagram at @mariamercadoarte.

  • The next phase of robotics: How Chinese firms like AGIBOT are structuring global service networks 

    At its 2026 Partner Conference, AGIBOT outlined a direction that reflects a broader inflection point in embodied artificial intelligence: the transition from capability-driven progress to deployment-oriented systems. The company’s messaging focused instead on how these systems are introduced, scaled, and operationalized in real-world environments, under the theme “Redefining Productivity in the AGI Era.” 


    Photo credit: AGIBOT

    AGIBOT, founded in 2023, presented its progression from research to mass production and commercialization within a three-year window, alongside multiple generations of product iteration. More notably, this iteration was framed in the context of deployment, and the company emphasized a cycle in which systems are introduced into specific use cases, evaluated, and refined based on operational feedback. In this model, deployment is not an endpoint but a continuous input into development.

    The company also introduced a formal industry framework that outlines the transition from early-stage development (robots that can move) to deployment (robots that can perform work) and eventually to large-scale adoption. Within this framework, AGIBOT identified 2026 as the starting point of the “deployment phase.” 

    The conference positioned robotics within a broader productivity framework. AGIBOT outlined a series of application scenarios, ranging from retail and logistics to industrial handling and facility operations, as part of what it describes as “production-level solutions.”

    These scenarios were further structured into seven standardized solutions across industrial manufacturing, commercial services, and specialized operations, with deployments already running in environments such as production lines, logistics systems, and commercial spaces, according to the company.  

    Sharebot and the Globalization of Robotics Deployment

    The most concrete development introduced during the conference came from the overseas sub-forum, which focused on international expansion and deployment models. Central to this was Sharebot, AGIBOT’s global robotics rental platform.

    Sharebot is designed to facilitate deployment by allowing partners to access robotic systems without requiring full ownership. The platform aggregates demand globally while relying on local operators for on-the-ground delivery and execution. Initial rollout spans 14 countries, including the United States, the United Kingdom, France, and Singapore, marking a transition from a domestic platform to a global service network.

    The company positions this model as part of a broader Robotics-as-a-Service (RaaS) strategy, where systems are deployed based on usage and operational demand. The model reflects a pragmatic response to market differences. In China, the company reports scaling through a distributed partner network, with thousands of localized operators. In overseas markets, where such fragmentation is less prevalent, the approach shifts toward collaboration with established regional distributors.


    Photo credit: AGIBOT

    The introduction of a rental model is meant to address one of the primary constraints in robotics adoption: the cost and complexity of deployment.

    By lowering upfront barriers, Sharebot helps enable faster entry into new markets and use cases. It also introduces a recurring service model, aligning robotics more closely with operational expenditure rather than capital investment. 

    Notably, the company highlighted the economic dynamics of overseas markets, where service pricing can exceed domestic levels multiple times over. This helps create a margin structure that supports both expansion and localized service ecosystems.

    Ecosystem and Data as Scaling Mechanisms

    Alongside Sharebot, AGIBOT introduced broader ecosystem initiatives, including its AIMA (AI Machine Architecture) framework and what it describes as a “hive” data network. While still conceptual in parts, these initiatives point toward a model where deployment data feeds back into system improvement at scale.

    Photo credit: AGIBOT

    The implication is that value accrues not only from individual deployments but from the aggregation of operational data across environments. Over time, this could enable more standardized deployment processes and more predictable system performance.

    For companies operating in robotics and embodied AI, AGIBOT’s model introduces a new set of priorities. Deployment infrastructure, iteration cycles, and partner ecosystems can be as critical as the underlying technology. As AI continues to move into physical environments, the distinction between capability and execution is becoming more pronounced.

  • NYC’s hottest new night out involves tiles, strategy

    people playing mahjong game

    Mahjong is booming, Go is going mainstream, and Americans are rediscovering games that have outlasted empires.

    You’re probably reading this on a phone right now. But a growing number of New Yorkers have put their devices down — and picked up tiles instead.

    Mahjong, the four-player strategy game with roots in 19th-century China, is in the middle of a genuine American revival. Game cafes, private clubs and bar nights centered on mahjong have been multiplying across the city, drawing players in their twenties and thirties who have little interest in the retirement-home reputation the game once carried.

    The appeal isn’t complicated: four people, one table, no notifications. In an era defined by fragmented attention and passive entertainment, that has become a selling point all on its own.

    A game with real staying power

    Mahjong has been played across China and much of East and Southeast Asia for well over a century. It blends memory, pattern recognition and calculated risk — closer to poker in its strategic depth than most people expect on first encounter. Four players draw and discard tiles to complete sets, with enough variation in regional rule sets to keep serious players studying for years.

    The game’s resurgence in the US isn’t limited to New York. Mahjong clubs and instructional leagues have been reported in cities including Los Angeles, San Francisco and Chicago, with organizers noting that younger players now make up a significant share of new interest. At the same time, online mahjong platforms are seeing a surge in players, as newcomers turn to digital tables to learn the game and connect with friends remotely.

    The ancient games that still beat computers — barely

    If mahjong is the social hit, Go is the intellectual one. The two-player strategy game originated in China more than 2,500 years ago and remains one of the most studied games in the world — not just by players, but by computer scientists and AI researchers.

    Go stumped artificial intelligence for decades. While computers mastered chess by the late 1990s, Go’s near-limitless board combinations resisted machine dominance until 2016, when DeepMind’s AlphaGo defeated world champion Lee Sedol in a match that made international headlines. The victory was treated as a milestone in AI history — not a footnote in gaming news.That 2016 story brought Go new attention in the West. Clubs affiliated with the American Go Association operate in dozens of US cities, and the game is increasingly taught in schools as a tool for developing strategic thinking.

    Xiangqi: the chess you’ve probably never heard of

    Xiangqi — known in English as Chinese chess — is one of the most widely played board games in the world by sheer number of participants, with particular strength across China, Vietnam and Chinese diaspora communities globally. In New York, it’s a fixture of parks in Flushing and Sunset Park, where outdoor games draw regular crowds year-round.

    The game shares ancestry with Western chess but plays differently: pieces move on intersections rather than squares, a river divides the board, and the pace tends toward faster, more aggressive exchanges. Players familiar with chess often find it disorienting at first — and then difficult to put down.

    Sudoku is not what you think it is

    Sudoku is widely described as an Asian game — but that’s not quite right. The number puzzle was invented by American Howard Garns and first published in a US magazine in 1979 under the name “Number Place.” It went global after Japanese publisher Nikoli picked it up in 1984 and gave it the name Sudoku. The Japanese connection is real, but the game’s origins are genuinely mixed.

    Its cognitive benefits, however, are well-documented. Research has associated regular engagement with logic puzzles to improvements in concentration, working memory and processing speed — making it worth discussing alongside these games regardless of where it came from.

    Why now

    The timing of the mahjong revival tracks with a broader cultural shift away from passive screen consumption. Sales of board games and tabletop games surged during the pandemic and have not fully retreated. Game cafes, once considered a novelty, are now a stable part of the New York City nightlife landscape.

    These games don’t require an algorithm to work. They don’t update, send alerts or optimize for engagement. They require the people playing them to show up, pay attention and lose gracefully — which, depending on your week, might be exactly what you need.

  • AI replacing your financial advisor?

    Taxfyle founder Richard Lavina

    Wall Street is reacting nervously to AI disruption. But advisors who understand that machines can handle labor while professionals focus on judgment may be better positioned to adapt.

    Wealth manager stock prices dropped 8 to 12 percent in January 2026 on fears that AI would commoditize financial advice and compress fees across the industry. The concern is legitimate. Some advanced AI models have shown performance comparable to humans on certain complex financial-document tasks. The traditional information advantage advisors once relied on has narrowed significantly. In a world where ChatGPT can draft a financial plan in seconds, what is the advisor for?

    The answer is trust, judgment, and execution. None of those things can be automated.

    The wealth management industry is at an inflection point. AI can now automate the tedious parts of financial planning: document gathering, tax calculation, return preparation, and projection modeling. But it cannot make the judgment calls that matter. Should you sell this stock? When should you take Social Security? What does this inheritance mean for your kids? Those decisions depend on understanding a client’s life, their fears, their goals, and the trade-offs between them. A machine cannot have that conversation.

    The firms that may be better positioned could be those that pair AI with licensed professionals in a way that is transparent to the client. A plan that shows exact dollar amounts for each strategy, projected over multiple years, with licensed CPAs and IRS Enrolled Agents validating every number before it leaves the office. That is not a commoditized product. That is the highest form of professional service.

    “We use AI to eliminate the busywork,” said Ricky Laviña, co-founder and CEO of Taxfyle, the human-in-the-loop AI tax platform embedded inside wealth management platforms like Robinhood Concierge and Domain Money. “The platform reads documents, extracts data, flags strategies, and drafts the plan. A licensed CPA or IRS Enrolled Agent reviews and signs every number. The result may be that a professional can serve more clients at a higher quality for a lower cost.”

    According to Taxfyle, the company operates a network of approximately 7,200 licensed CPAs and IRS Enrolled Agents. According to the company, its AI can complete tasks that might otherwise take a CPA or IRS Enrolled Agent several hours—document collection, data extraction, preliminary analysis—in under 5 minutes. The professional then focuses on the parts that require judgment: interpreting the client’s situation, identifying strategies the AI might have missed, and making sure every line of the return reflects the client’s actual goals. A CPA or IRS Enrolled Agent on the platform can now complete 40 to 50 returns a month instead of 25. This may lead to faster turnaround times for clients, improved operating efficiency for firms, and potentially higher hourly productivity for professionals, even if per-return fees are lower.

    The value appears to lie in the pairing. AI alone is dangerous. A model that gets tax calculations right 95 percent of the time sounds impressive until you realize that on a tax return, that remaining 5 percent may carry elevated risks, including audits, penalties, interest, or client dissatisfaction. 

    But a CPA or IRS Enrolled Agent with an AI copilot is something else. The human layer catches the errors. The AI layer lets the professional focus on strategy instead of data entry. The client gets a plan that is not just mathematically sound but personally aligned.

    The competitive advantage is clear. An advisor who offers embedded AI-powered tax planning, with licensed professionals validating every number, can now deliver a three-year tax projection and a filed return in the same client conversation. Clients may leave with clearer estimates of potential tax savings and next steps, which can support retention and referrals.

    The broader market is watching. Registered investment advisors, family offices, and private banks are evaluating which platforms to adopt. Some are building internally. Others are waiting to see which approach wins. Those who understand the equation—AI may help lower costs per engagement, while licensed professionals can help maintain quality and client relationships—could be better positioned to navigate the years ahead.

    “Within the next few years, many major advisory platforms are expected to incorporate AI tools,” Laviña said. “Some may operate without close involvement from licensed professionals, which could raise quality or compliance concerns. The ones that get the pairing right, where machines handle the labor and professionals make the judgment calls, will own the market. Because clients who receive a clear, actionable plan from their advisor may be more likely to stay with the firm.”

    Wall Street is worried about disruption. The advisors who are moving fast are not worried. They are helping shape future industry models.

    The information provided in this article is for general informational and educational purposes only. It is not intended as financial advice. Readers should not rely solely on the content of this article and are encouraged to seek professional advice tailored to their specific circumstances. We disclaim any liability for any loss or damage arising directly or indirectly from the use of, or reliance on, the information presented.

  • Does money really hold the key to a happy life? (Hint: the answer is no)

    Coins falling to white piggy saving , Financial and money deposit concept.

    Have you ever asked the question “Is this really it?” It comes up a surprising number of times, especially for high-net-worth individuals, even though they are the people who “have it all.” In reality, many find that having financial success doesn’t necessarily mean they have all of the life satisfaction and fulfillment they anticipated. 

    And yes, that can buy some things. You can get a bigger house, drive a nicer car and get your kids into a better school. In many cases, it can reduce concerns about financial instability or running out of money.

    But money isn’t everything, and one area where it comes up short is happiness. 

    It’s easy to say money doesn’t make you happy. But what does it mean? What does happiness even mean in the first place? 

    Here are some lessons on the relationship between money and happiness that have emerged from people who have spent years researching happiness, helping with business exit strategy and consulting with extremely high earners. They help show why wealth alone does not bring the happiness they thought it would — and what anyone (not just rich folks) can do about it.

    The Science Behind Happiness

    Part of the struggle with connecting money and happiness is misunderstanding what happiness is in the first place. Happiness isn’t quite what most people think it is — it’s not simply a feeling. Yes, there are feelings connected to happiness, which is why it’s easy to make the mistake. But those “happy feelings” aren’t happiness itself. 

    That’s like saying feeling the sun on your skin is the sun. That warmth is a side effect of the sun. It’s also an indicator that the sun is there, above you. But it isn’t the sun. In the same way, feeling happy is evidence of something else, something more complicated and, ultimately, more fulfilling.

    One expert on happiness described the concept as a combination of three “macronutrients”: Enjoyment, satisfaction and meaning. Think about the role those have in a good life. Enjoyment comes from pleasure and memory-making — although, crucially, this tends to carry deeper meaning when shared with others, rather than experienced as simple, solitary pleasure. Satisfaction can be a form of joy that grows from accomplishment and working through challenges. And meaning connects to purpose, goals and significance as part of a life that matters.

    See what’s missing here? Money. Now, you can use money to accomplish some of these things. If you invest in a business or athletic training, you can achieve a goal that helps you feel satisfied. You can use money to go on a vacation where you create memories and experience enjoyment. You can use money to support goals and purposes that give your life meaning.

    But when you truly want to be happy, money itself tends to play a more limited role than people often expect. It’s the same as oxygen. You need it to stay upright and on target, but it isn’t the end goal. It’s just a tool.

    The Data Behind Money and Happiness

    Most people, at some point, learn how to earn money — whether through formal education or experience. But it can be extremely difficult to find a way to learn what to do once you have that money. Obviously, you need to do things like pay the bills, but how do you actually manage your money successfully? Even more important, how can you use your money to build a happy life? 

    Because the truth is, simply saying “money doesn’t make you happy” isn’t quite accurate. The connection is fairly intuitive. Money removes obstacles and empowers activities. It can help you move through life — including moving closer to things that make you happy. 

    In other words, there is a direct connection between money and happiness. The issue is that the connection isn’t about getting more money. There doesn’t appear to be a single income level that guarantees happiness. In fact, most psychology research out there has found that, at best, the amount of money you have has a minor effect on your overall happiness, but even then, it’s hard to tell where that small influence comes from. 

    Another study that ran for 87 years found that wealth, fame and even working hard aren’t what keep us happy and healthy. Those areas of life are positively influenced by good relationships — something that is often elusive and easy to ignore if you’re raking in a huge salary. At least, they’re easy to ignore at first. Over time, many begin to notice gaps between financial success and personal fulfillment. Over time, happiness can quietly fade, even as your bank account continues to grow. 

    Shifting Your Mindset Toward Happiness (Beyond Money)

    When you boil it down, the same thing that keeps a rich person unhappy can hold back someone with no money at all. It isn’t about money, but the wealth mindset around it. An unhealthy, wealthy individual can obsess over money by seeing it as a safety net, a source of pride and proof that they are better than others. The nuance here is that someone without wealth can also obsess over the lack of money, how it makes them insecure around others, and how they are financially unsafe. 

    This suggests the issue isn’t simply earning more, but rethinking the role money plays in how we define happiness. 

    This kind of mindset shift can be relevant across a wide range of financial situations, whether you’ve sold a seven-figure business, you just graduated from high school, or anything in between. The solution isn’t shifting how much you have. It comes from rewiring your brain.

    If you need a jump-off point, start with the “Is this really it?” question. That’s what wealth coach Mike Brown hears often in his exit strategy business, Unbreakable Wealth. If you find yourself asking that question, don’t treat it as a sign of failure but as a signal. It really means “I know I’m meant for more.” It means you’re growing, evolving, and you’re ready for the next step. 

    Next, look for clarity in your happiness goals. Don’t just make the goal to “feel happy.” That’s too vague. That will lead you back to money as a crutch to get whatever it is that you think will make you feel happy — even though it won’t work. Instead, be clear and connect your happiness to enjoyment, satisfaction, and meaning.

    Finally, maintain a growth mindset. Stay humble and willing to learn. No matter what you’re doing or how successful you are in the goals you set, always stay in a growing, learning mindset.

    Money as a Tool, Not a Goal

    Money can reveal underlying patterns in how we think and behave. It shows that money is a tool that can help you achieve your dreams. At the same time, it can become a distraction from what actually contributes to a fulfilling life.

    No matter how much money you make, no matter how many zeroes are on your paycheck or how big that nest egg gets, it’s important to invest in limiting beliefs about money. If you have a poor relationship with money, simply earning more doesn’t necessarily resolve that pattern. 

    Instead, you have to rewire your brain. Work to find a balance between having too much and too little. Ask if you’re using money as a tool or a goal. Where do you fall on the spectrum of abundance and scarcity? What deep inner beliefs about money have you inherited as a child or a young adult that are holding you back? Once you see them, tackle them head-on as you work toward defining your version of happiness and building a version of life that feels genuinely fulfilling to you.

    The information provided in this article is for general informational and educational purposes only. It is not intended as legal, financial, or professional advice. Readers should not rely solely on the content of this article and are encouraged to seek professional advice tailored to their specific circumstances. We disclaim any liability for any loss or damage arising directly or indirectly from the use of, or reliance on, the information presented.

  • The Tailor Brands pivot: Why founders should follow pain points (not passion)

    “Follow your passion” has been an oft-repeated piece of advice for would-be business founders for decades — but this doesn’t necessarily mean that it’s the right guidance. With roughly 50% of businesses failing within their first five years, passion alone may not be enough to create a sustainable business.

    Instead, founders should also pay attention to audience pain points. 

    Yali Saar, founder and CEO of Tailor Brands, an AI “business builder” which reports that it currently handles about two percent of all LLC formations in the United States, presents an excellent case study of this principle. 

    Originally founded as a logo design platform, Tailor Brands underwent a dramatic pivot into a business formation and compliance platform. Now operating as one of the top business formation services in the country, Tailor Brands’ pivot shows how following pain points can drive business success.

    The original vision

    When Saar and his team first founded Tailor Brands, they had a relatively simple idea in mind: help founders with fast and affordable logo design, powered by AI. “We were quick to see just how powerful AI could be in logo design, which is a common pain point for many new and small businesses,” Saar explains.

    “This is especially true for online businesses, where a professional logo is key to helping them stand out. We developed a system that allowed entrepreneurs to put in some key prompts, like their target market, products and the vibe of their brand and deliver a high-quality logo within minutes. The idea was that founders could get this essential marketing tool quickly and at a lower cost without sacrificing quality.”

    This original vision, fueled by the founders’ passion for design, led Tailor Brands to expand its design services to other key marketing assets, including websites, business cards and social media ads. According to Saar, the initial passion-powered business plan proved highly successful, netting roughly one-third of search engine clicks for logo-related searches. It seemed like a recipe that would endure for a long time — but like any business, change is inevitable.

    Making the pivot

    After establishing itself as a leader in the logo design space, Tailor Brands found itself at risk of being disrupted with the onset of generative AI. At the same time, the potential for automation led many businesses to lay off thousands of workers in the hopes of taking advantage of AI-related savings — a trend that continues in 2026.

    With the influx of new would-be entrepreneurs came a recognition of additional pain points far beyond the scope of what Tailor Brands offered at the time. “As we worked with these entrepreneurs on their logo and design needs, we quickly learned that their biggest pain point wasn’t branding. Instead, it was navigating the bureaucracy and paperwork that went with business setup and ongoing compliance,” Saar explains.

    “For some industries and locations in particular, this bureaucracy can get extremely complex and overwhelming for a new founder. Existing companies in the space weren’t necessarily making this easier—they weren’t changing to a digital-first mindset. We realized that with the right approach, AI could drastically simplify these processes for founders.”

    Evolving for success

    Recognizing a pain point and evolving from an existing set of services isn’t something that can be done overnight. The company went through a quiet period as it worked to expand into business formation and compliance services under Saar’s leadership.

    “Keeping the core pain points in mind as we went through this shift was critical,” Saar recalls. “We had to understand what problems founders were really facing, as well as the trends that were driving more people to entrepreneurship in the first place. Because if we simply continued to follow our passions at that point, we were going to be displaced ourselves.”

    Following a period of reorganization, Tailor Brands did not set out to completely reimagine the platform overnight. Instead, it was built step by step, gradually launching services like LLC formation, while expanding into a broader platform designed to simplify the process of starting and running a business through automation tools and integrations with government systems.

    The company has continued to expand its suite of services with additional financial support, an AI guidance tool and more, now offering over 20 different services, alongside its original suite of branding and marketing design services.

    “Pivoting to pursue pain points didn’t mean abandoning why we originally started our company in the first place,” Saar explains. “But by taking the time to evaluate where the market was going and what our customers needed the most, we were able to adapt alongside them. It’s allowed us to become an integral part of their founding journey, which gives us so many more opportunities to address their needs than if we had stuck with design.”

    The pivot has been successful — per one report, the company has enjoyed 40% annual sales growth, even as the original logo design portion of the business has declined to represent a mere 10% of the company’s overall revenue. Without the pivot, Tailor Brands would hardly exist at the level it does today.

    Final takeaways

    As the example of Tailor Brands illustrates, passion may lead founders to start their business, but it isn’t necessarily the recipe for sustained success. Instead, by identifying and pursuing the real pain points their target audience is experiencing, founders can pivot in a way that better serves their customers and vastly expands their audience and earning potential.

    The information provided in this article is for general informational and educational purposes only. It is not intended as legal, financial, or professional advice. Readers should not rely solely on the content of this article and are encouraged to seek professional advice tailored to their specific circumstances. We disclaim any liability for any loss or damage arising directly or indirectly from the use of, or reliance on, the information presented.

  • Meet the educational operating system for elite youth: ICL Academy

    The World’s Leading School for Athletes and Creators 

    Image credit: ICL Academy

    ICL Academy reflects a broader global shift in how young talent is developed, contributing to evolving approaches in digital and hybrid K–12 education. Positioned at the intersection of academia, athletics, and the rapidly expanding creator economy, ICL has evolved far beyond a traditional accredited school into a dynamic, fast-scaling platform serving high-performing athletes and performers across the world. What began as a practical solution to scheduling conflicts has evolved into a more integrated model, where academics, mentorship, content creation, and monetization opportunities are designed to complement one another.

    Iva Jovic is proof of what that ecosystem can produce. A 12th grader at ICL and a rising force on the WTA Tour, Jovic’s story captures the academy’s evolution in vivid terms. The rigid architecture of traditional schooling couldn’t keep pace with the demands of her athletic ascent, so she sought a model built from the ground up for high-performance individuals. At ICL, academics don’t compete with ambition—they’re engineered around it. Immersed in a global community of driven, like-minded peers, Jovic found exactly what she needed: the flexibility to compete at the highest level and the environment to grow alongside others who refuse to settle. Today, ranked #16 in the world, she reflects a shifting model of the student-athlete—one in which athletic performance and academics can develop alongside each other.

    Image credit: ICL Academy


    The Alternative

    Kirk Spahn, a fourth-generation educator with over two decades in digital education, recognized the real crisis: “We’ve built a system that treats talent as a scheduling problem instead of recognizing it as a young person’s most important asset.”

    Spahn, who previously co-founded Dwight Global, understood that online schools had solved delivery, but hadn’t solved relevance. So in 2019 he evolved ICL Academy into a fully online, WASC-accredited institution serving grades 5 through 12, built from the ground up for ambitious students.

    As further acknowledgment, ICL Academy students are admitted to an impressive range of colleges and universities, with students being admitted to Stanford, Harvard, Yale, Princeton, Brown, Northwestern, and Vanderbilt, among others. Niche.com ranks it among the best Private Online High Schools in America with an A+ rating. For families across six continents, the real measure is much simpler: Does the ICL Academy approach actually work? Early indicators suggest it may be effective.

    Image credit: ICL Academy


    Learning From Champions

    What distinguishes ICL Academy fundamentally is its Champion Mentor Program, which centers on knowledge-sharing from individuals who have reached the highest levels in their respective fields. The program brings together accomplished figures from sports, business, and the arts, among others, who contribute to shaping the curriculum.

    Rather than relying solely on traditional instruction, students engage with curated insights drawn from real-world experience. Lessons on topics like resilience, competitive pressure, and reinvention are framed through the perspectives of high-performing professionals, offering a more applied and experiential approach to learning. Through the Impact Learning Model, these insights become searchable curriculum addressing real challenges students face such as: How do you maintain perspective during defeat? How do you manage the identity conflict between professional achievement and being a teenager? How do you decide when the stakes are real?

    “When a student learns resilience from someone who has lived it at the highest levels,” Spahn explains, “something fundamental shifts.”


    Image credit: ICL Academy

    The Leadership Difference

    Behind ICL Academy’s academic architecture is Avery McGlenn, Head of School. With nearly two decades spanning independent boarding schools, charter networks, and virtual education, McGlenn observed something critical: every institutional model fails the same way, because they treat students as interchangeable.

    “I kept seeing brilliant young people forced into the same timeline, same assessment structure, same everything,” McGlenn recalls. “There is a better way.”

    At ICL Academy, each student’s background, gifts, and identity matter more than institutional convenience. This means flexible assessment scheduling, courses designed for specific populations — including dedicated Sport Psychology and Sports Management offerings — faculty trained as coaches, and counselor-to-student ratios that allow genuine relationships. Scholarships are available for both merit and need, ensuring that motivated students from diverse backgrounds can access the program.

    ICL Academy’s teachers don’t manage classrooms; they coach individuals. They’re subject-matter experts providing 1:1 support, helping to ensure that every student feels genuinely known. This isn’t accommodation. It’s design.

    What seems impossible — flawless personalization across dozens of time zones, wildly different needs, genuinely individual attention — works because ICL’s COO Dayton Hansen engineered it to work.

    Hansen’s operational infrastructure is meant to help reduce the challenges around complex systems. One student takes an exam in the late afternoon because of a morning competition. Another submits work while traveling internationally. A third calibrates her entire course sequence around external performance opportunities.

    “When operational systems work,” Hansen explains, “they disappear. You see your daughter thriving athletically and academically, you don’t see the infrastructure. Seamlessness equals success.”

    Image credit: ICL Academy

    Creative Excellence Reimagined

    While ICL built its reputation around student-athletes, a parallel revolution emerged: young artists face the identical impossible choice. A budding recording artist can’t go on tour without consequences. A filmmaker with professional opportunities loses them to school calendars.

    Joseph Itaya, Head of Creative and Marketing, started ICL Creative Arts, a community of young creatives reimagining how creative development integrates with rigorous academics. ICL’s origins began here: the school was first accredited in 2015 as a hybrid institution in Los Angeles focused specifically on performing arts students.

    As the digital landscape continues to evolve at a rapid pace, Itaya developed the Digital Creator Playbook for Digital Creators —a course designed to equip the next generation of creators with both the creative and business tools needed to succeed. “We want to equip our students not just as content creators, but as digital entrepreneurs,” Itaya explains.

    Building on this vision, a comprehensive suite of Creator-focused courses will begin rolling out in Fall 2026, covering key areas such as personal branding, Name Image Likeness (NIL), video production, and digital entrepreneurship. Together, these initiatives aim to bridge the gap between creativity and commerce, preparing students to thrive in an increasingly competitive and opportunity-rich digital ecosystem.

    Why This Matters

    For university admissions, ICL Academy has reframed the entire conversation. Rather than treating passion as competing with academics, the school positions it as a primary advantage through Impact Projects, substantive work completed in real-world contexts.

    A student-athlete conducts sports science research while training. An entrepreneur develops business strategy while building her company. A performing artist studies the business and psychology of creative work while actively performing. By application time, these students compete with demonstrated mastery, professional credibility, and real-world context, not just academic metrics. ICL’s deep understanding of what elite universities actually recruit for, beyond test scores, has become a decisive advantage for families who refuse to compromise in either direction.

    Image credit: ICL Academy


    The Community Factor

    The persistent criticism is inevitable: won’t students be isolated? ICL Academy builds intentional community around shared ambition. Through passion pod collaborations, student-led clubs, live virtual events, and summer abroad programs, students from 50 countries engage authentically — not as random online classmates, but as peers who understand what serious excellence actually demands. Students report more meaningful relationships, not fewer. And something more valuable: more time for their craft, their academics, and their families.

    10 Reasons Families Choose ICL Academy

    1. Education Built Around Passion. Academics are designed around each student’s pursuit — whether athletics, creative arts, or entrepreneurship — so learning supports their goals rather than competing with them.
    2. Flexible Scheduling for Elite Performers. Students training, competing, performing, or building ventures schedule coursework and assessments around their commitments, with no penalty for pursuing excellence.
    3. A Global Community of Driven Students. ICL brings together ambitious students from 50 countries who are serious about their craft, creating a culture of motivation, collaboration, and genuine inspiration.
    4. Mentorship from Champions and Industry Leaders. Students gain direct access to masterclasses and mentorship from world-class figures who have shaped the curriculum itself.
    5. Context-Based Learning. Subjects like math, science, writing, and history are taught through the lens of each student’s passion — a tennis player studies angles and speed; a filmmaker unpacks a story through behavioral science.
    6. Highly Personalized Instruction. Small classes, 1:1 office hours, and close faculty relationships can allow teachers to tailor instruction to each student’s strengths, learning style, and goals.
    7. Scholarships Available for Merit and Need. ICL offers scholarships to recognize exceptional talent and ensure that motivated students from diverse backgrounds have access to a world-class education.
    8. Preparation for Top Universities and Careers. Rigorous academics and portfolio-driven Impact Projects help students stand out in competitive college admissions — with placements at Stanford, Harvard, Princeton, and beyond.
    9. Opportunities Beyond the Classroom. Through champion partnerships, guest speakers, the Impact Incubator, and summer programs, students can connect with real industries directly tied to their passions.
    10. A Culture of Champions for Life. ICL emphasizes resilience, leadership, creativity, and purpose — with the goal of developing not just elite performers, but thoughtful, capable individuals prepared for whatever comes next.