We made an AI judge. It oversees our new private court system. And it goes live today. Actually, my amazing co-founders Kenny McLaren and Kimo Gandall built it. We call it Arbitrus. Litigants: you no longer need to wait for years to get your dispute resolved. Sure, you could go to state or federal court, spend a lot of money, and wait 1 to 5 years to get a result. Or you could go to human arbitration, spend maybe 1/3 as much, and still wait about 9 to 12 months to get a decision. OR you can sign up to use Arbitrus today—-and get a decision in a few weeks for 1/10 the cost. This is not a joke. We’ve been working on Arbitrus for over a year. And today (on my birthday, no less) Arbitrus— the first fully private, fully automated court system — is officially open for business. Now, please, before you jump to the conclusion that LLMs can’t handle this, read the technical paper linked in the comments. Kimo, Kenny, and the team ran 100 different scenarios through Arbitrus last month. Harvard law students graded the outputs. There were no hallucinations and 98 out of the 100 Arbitrus rulings had no issues at all. The Arbitrus’ team has written everything up in a comprehensive open-sourced 80+ page paper that will be published in a prominent law journal soon. (It’s on SSRN right now.) Of course, we don’t expect a lot of litigants fighting over millions of dollars to use Arbitrus right out of the gate. But there are a lot of immediate use cases now for people, companies, and governments. Low-dollar two party contracts, like vendor and landlord/tenant agreements, for example, can now include Arbitrus as the dispute resolution mechanism. Then if a dispute happens, the parties will get a cheaper, quicker, and likely more impartial answer than using human arbitration, which would otherwise likely cost more than the dispute itself is even worth. I know that for some of you it will feel weird to let a computer decide. But we’ve been letting computers decide outcomes for decades. Arbitrus is just more transparent about it. Pandora and Spotify pick your music. TikTok and YouTube pick what you watch. Google Maps tells you where to go. It’s pretty widely accepted that computers are great at processing, interpreting, and summarizing large amounts of data. In our legal system, who does that? It’s not the lawyers. Lawyers persuade and negotiate. That’s more difficult for a computer to do. It’s the judges, arbitrators, administrative hearing officers, Human Resources departments, and other such decision-makers that perform this function. These fine folks read and interpret the law (i.e., large amounts of data), weigh the credibility of the evidence, and then apply the facts to the law. Arbitrus can do that now. There’s a new court system in town. Get ready. Go to Arbitrus Dot AI to learn more.
Handling Disputes In Ecommerce
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Great outcomes aren’t given. They’re negotiated. Here's the formula. Negotiating isn't hard to master. It's about knowing what to do. Want more? Negotiate better. It’s that simple. Negotiation is about more than just reaching an agreement. It’s about creating value for everyone involved. When you have that mindset getting what you want is easy. Here are 12 actionable techniques categorised to help you succeed in any negotiation. ✅ Self-Preparation & Boundaries ↳ Know Your Worth Clearly articulate your value and contributions to strengthen your negotiation stance. ↳ Prepare Thoroughly Research all possible scenarios and outcomes to approach negotiations with confidence. ↳ Know When to Walk Establish clear boundaries and be willing to walk away if the terms don’t meet your minimum requirements. ✅ Effective Communication ↳ Clear Communication Be direct and concise in your communication to prevent misunderstandings and convey confidence. ↳ Listen Actively Pay close attention to the other party’s needs and concerns to uncover mutual opportunities. ↳ Follow Up Summarise agreed points in writing post-negotiation to ensure clarity and commitment. ✅ Emotional Control & Patience ↳ Stay Calm Keep your emotions in check to maintain focus on solutions, even under pressure. ↳ Be Patient Take your time to think over offers and counteroffers - patience can lead to better outcomes. ↳ Use Silence Embrace silence as a powerful tool, often prompting the other party to fill the gap with concessions or information. ✅ Strategic Flexibility & Mutual Gain ↳ Aim for Win-Win Strive for outcomes that benefit both sides, creating long-term success and respect. ↳ Mutual Benefits Emphasise how the agreement benefits everyone involved. This builds trust and smooths the path to an agreement. ↳ Flexibility Is Key Adapt your strategy based on the situation. Flexibility can transform obstacles into opportunities for resolution. 🧠 Remember Effective negotiation involves knowing what you want, understanding the other party's needs, and using clear, confident communication. Master these steps and you'll be able to get what you want in any meeting or situation. What’s your negotiation top tip? Let me know in the comments ⬇️ ----------------- For more valuable content, follow me, Sean McPheat and then hit the 🔔button to stay updated on my future posts. ♻️ Repost to help others get what they want more often. 📄 Download a high-res PDF of this & 250 other infographics at: https://lnkd.in/eWPjAjV7
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I just witnessed something that reminded me why customer service can make or break a business. On this video… A customer found a hair in their cheese tart. We've all been there - that moment of disgust and frustration that quickly turns to anger. And imagine she already reach home, Bringing back to exchange the cheese tart. : with anger. : with a long distance walk : with the frustration along the way But here's what happened next: The staff immediately: • Apologized sincerely • Offered a full refund • Provided fresh cheese tarts at no cost What struck me most? The customer was still visibly upset even after the solution was offered. This is the crucial moment many businesses miss. Sometimes customers need a moment to process their emotions. The anger doesn't magically disappear with a refund. As service providers, we must recognize that customers may need: • Space to express disappointment • Acknowledgment of their feelings • A genuine human connection A little empathy goes a long way in these situations. Sometimes letting customers express their frustration is part of the healing process. The best customer service isn't just about fixing problems - it's about understanding the emotional journey your customers experience. What's your approach when handling customer complaints? Have you been on either side of this situation?
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I haven't seen anyone talk about this. But the No.1 reason I have seen legal issues happen... It is because of a simple fact. Miscommunication. That's it. That's all there it is. -> Miscommunication leads to misunderstandings. -> Misunderstandings lead to disputes. -> Disputes lead to legal issues. I read a lot of case laws on the commercial/contract side. And they could all have been easily avoided had the parties communicated properly. Now you might be wondering, why does this happen? Couple of reasons: • Assumptions are made. One party assumes the other knows what they mean. But the other party might have a different interpretation. • Expectations aren't clear. One party expects certain features or services. But if it's not documented, it's just an expectation, not an agreement. • Deliverables aren't defined. What exactly is being delivered? Are the deliverables defined in detail? • Deadlines aren't realistic. Are the timelines realistic? What happens if deadlines aren't met? Now lucky for you, if you want to avoid this. There are a couple of steps I recommend. I normally share this with my clients. 1) Clearly define the scope of the project. Outline what is included and what is not. Example: "The website will include a homepage, about page, contact page, and blog section. E-commerce functionality is not included." 2) Specify each deliverable. Provide details for each one. Example: "The homepage will feature a hero image, a brief introduction, and links to the about and contact pages." 3) Set realistic deadlines. Include buffer time for revisions. Example: "The homepage design will be delivered by August 1st. The about and contact pages will follow by August 10th. The blog section will be completed by August 15th." 4) Be clear on how and when you'll communicate. Regular updates and check-ins. Example: "Weekly status calls every Monday at 10 AM. Daily progress updates via Slack." 5) Be clear about payment schedules. Include milestones and due dates. Example: "50% upfront, 25% upon delivery of the homepage, 25% upon final approval." 6) Define how changes will be handled. Include a process for approving and documenting changes. Example: "Any changes to the project scope must be submitted in writing and approved by both parties. Additional charges may apply." Once you start doing this, you remove a lot of "assumptions" from the contract. Point is - don't leave anything to chance. Because miscommunication can kill a project. I have seen it happen. Tldr: -> Assumptions can cost you. -> Clarity can save you. -> Document everything. That's all -- ✍️ Have you ever lost a project because of miscommunication? 📌 Web Agencies, if you need a good contract that properly communicates your offerings, then DM me the word "CONTRACT" and let's talk #Startups #Founders #Contract #Law #Business #website
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🔍 Insurance fraud is evolving—so should our strategies to fight it. Behavioral analytics is emerging as a game-changer in fraud detection. By combining machine learning, NLP, and data science, it helps insurers spot fraudulent patterns, identify anomalies, and mitigate risk—while upholding customer trust and ethical standards. Here’s what the infographic highlights: ✔️ Behavioral analytics detects unusual behavioral patterns in claims ✔️ Uses diverse data: transactional, contextual, and historical ✔️ Flags indicators like suspicious geolocations and device anomalies ✔️ Drives business impact by reducing financial loss and accelerating investigations ✔️ Promotes ethical AI through privacy, fairness, and human validation ✔️ Integrates seamlessly into existing insurance workflows In a world where fraudsters adapt quickly, leveraging intelligent analytics is no longer optional—it’s essential. What’s your take on AI in insurance? Let’s discuss in the comments. Don't miss upcoming insights on Digital Transformation 🔔 Activate the bell to stay up to date! And if you want to delve deeper, take a look at the DeltalogiX blog > https://bit.ly/4hDs9HU #InsuranceInnovation #FraudDetection #BehavioralAnalytics
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Have you ever been caught in a customer service situation where you didn't have all the answers? It's a common challenge that can quickly escalate if not handled properly. But what if I told you there's a simple method that can help you navigate these tricky waters with confidence? Enter the 3W method. It's a powerful framework I've developed to help customer service professionals communicate effectively when they're facing uncertain situations. Here's how it works: What we know: Share the facts you have at hand. What we've done: Explain the actions taken so far. What's next: Outline the upcoming steps. This method isn't just theory - I've seen it in action, and it's impressive. Let me share a personal story that perfectly illustrates its effectiveness. My family and I were in Austin, Texas, when we discovered our rental car had been damaged while parked with valet. Tensions were high, and my husband was understandably upset. But the young valet who handled the situation used the 3W method flawlessly, even if he wasn't aware of it. He calmly explained what they knew about the incident, what actions they had already taken, and what steps we needed to take next. The result? A potentially explosive situation was defused, and we had a clear path forward. The beauty of the 3W method is its simplicity and versatility. Whether you're dealing with a damaged car or a delayed shipment, this framework helps you: -Provide clarity in uncertain situations -Show customers you're taking their concerns seriously -Guide the conversation towards productive next steps By using this method, you're not just solving problems - you're building trust and demonstrating professionalism, even when you don't have all the answers. Remember, de-escalation isn't about making an angry customer happy instantly. It's about lowering the temperature, regaining control of the conversation, and moving towards a resolution. The 3W method is your secret weapon for achieving this. Would you be interested in more de-escalation tactics for customer service?
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✌ 𝐎𝐍 𝐋𝐈𝐍𝐄 𝐀𝐑𝐁𝐈𝐓𝐑𝐀𝐓𝐈𝐎𝐍: 𝑪𝒓𝒆𝒂𝒕𝒊𝒏𝒈 𝑵𝒆𝒘 𝑨𝒗𝒆𝒏𝒖𝒆𝒔 𝒃𝒖𝒕 𝑩𝒓𝒆𝒘𝒊𝒏𝒈 𝑴𝒂𝒏𝒚 𝑪𝒉𝒂𝒍𝒍𝒆𝒏𝒈𝒆𝒔! The emergence of Online Dispute Resolution (ODR) has made possible technical as well as legal advancements in the context of arbitration. ODR platforms contribute majorly to the management of the proceedings, including virtual hearings. Virtual arbitration speedily evolved with the advent of techno-legal tools. ODR is ensuring cost savings due to the elimination of logistics to a great extent. While it offers many advantages, it also raises various legal and procedural issues. Many parties prefer physical means of proceedings. Due to technical glitches, interruptions, and potential security breaches during virtual proceedings, 𝐑𝐚𝐢𝐬𝐢𝐧𝐠 𝐨𝐛𝐣𝐞𝐜𝐭𝐢𝐨𝐧𝐬: Many consider that ODR causes a technological disparity between the parties, Those who can deploy sophisticated technology get an advantage out of it. Fears are there about the misuse of sensitive information and documents shared. People also fear that confidentiality will be compromised in ODR. It is true that establishing the authenticity of documents and evidence that are presented virtually is very difficult. Questions on the integrity of the evidence, including issues related to tampering and custody were reported. The credibility of witnesses when they testified remotely has been challenged. Arbitrators' bias is another major complaint. Independence and impartiality of the arbitrators in virtual arbitrations have been raised, as the tribunal sits elsewhere. In addition, the ODR is creating a potential dispute on the issue of the seat of arbitration. The selection of the seat not only designates the physical location but also establishes the legal jurisdiction., which in turn dictates the procedural rules and legal framework that will apply in the arbitration process. Unlike traditional arbitration, where a physical place or jurisdiction can help in determining the seat, the virtual nature of online arbitration makes it difficult as there will be no specific geographical location. This situation raises complex legal and practical questions about the seat of online arbitration. Under the principle of party autonomy parties can mutually decide the jurisdiction that will govern their arbitration. If parties agree to the seat of arbitration in the agreement itself there will be no issue. If there is no prior agreement between the parties regarding the seat of arbitration, the arbitral tribunal, or the ODR platform shall determine the seat before the commencement of the arbitration. If there is confusion with the seat of arbitration chosen by the parties, the doctrine of the most significant relationship may be followed. It is better if the parties include provisions for ODR within their arbitration clause. #Professionels #India #arbitration #ODR #Seat
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𝐓𝐡𝐞 𝐒𝐞𝐜𝐫𝐞𝐭 𝐭𝐨 𝐚 𝐆𝐫𝐞𝐚𝐭 𝐃𝐞𝐚𝐥? 𝐔𝐧𝐝𝐞𝐫𝐬𝐭𝐚𝐧𝐝𝐢𝐧𝐠 𝐭𝐡𝐞 𝐎𝐭𝐡𝐞𝐫 𝐏𝐚𝐫𝐭𝐲! A contract is more than just a legal document—it's a mutual understanding between two parties, built in a collaborative environment. Too often, we focus solely on drafting a “good agreement” while overlooking the nuances that truly define a successful deal. Contract negotiation isn’t just about securing favorable terms; it’s about ensuring long-term success by addressing the real needs of both parties. Take this scenario: You’ve secured a project and are preparing the agreement. You might emphasize technical requirements but overlook client experience concerns. While the contract may check all the technical boxes, it could still fall short in meeting the client's expectations—leading to potential dissatisfaction and disputes. So why should this matter more than you think? ✅ 𝐓𝐫𝐮𝐬𝐭 𝐢𝐬 𝐭𝐡𝐞 𝐟𝐨𝐮𝐧𝐝𝐚𝐭𝐢𝐨𝐧 of any successful business partnership. Addressing mutual concerns demonstrates commitment and strengthens relationships. ✅ 𝐂𝐥𝐚𝐫𝐢𝐭𝐲 𝐩𝐫𝐞𝐯𝐞𝐧𝐭𝐬 𝐜𝐨𝐧𝐟𝐥𝐢𝐜𝐭𝐬 - A well-structured agreement reduces ambiguities, minimizing the risk of costly legal disputes. ✅ 𝐌𝐮𝐭𝐮𝐚𝐥 𝐯𝐚𝐥𝐮𝐞 𝐟𝐨𝐬𝐭𝐞𝐫𝐬 𝐥𝐨𝐧𝐠-𝐭𝐞𝐫𝐦 𝐬𝐮𝐜𝐜𝐞𝐬𝐬 - Agreements that create value for both sides lead to sustainable, productive collaborations. ✅ 𝐅𝐥𝐞𝐱𝐢𝐛𝐢𝐥𝐢𝐭𝐲 𝐢𝐧 𝐧𝐞𝐠𝐨𝐭𝐢𝐚𝐭𝐢𝐨𝐧𝐬 𝐥𝐞𝐚𝐝𝐬 𝐭𝐨 𝐛𝐞𝐭𝐭𝐞𝐫 𝐨𝐮𝐭𝐜𝐨𝐦𝐞𝐬 - Understanding the other party’s priorities allows for more strategic and adaptable deal-making. A great deal isn’t just about what’s on paper—it’s about creating lasting partnerships. How do you approach contract negotiations? Let’s discuss!
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Drafting Dispute Resolution Clauses for US Jurisdiction These clauses are a strategic roadmap for managing conflict, crucial for saving time, money, and stress if a disagreement escalates. The approach of a lawyer should centre on efficiency and control. The focus should be on resolving issues quickly and cost-effectively, while giving the clients a degree of predictability over the process. Good Faith Negotiation This is the simplest and cheapest, aiming for a direct resolution between the parties. One should specify who (e.g., senior management) should be involved and set a clear timeframe, like 30 days, to ensure prompt action. Mediation If negotiation falters, we move to non-binding mediation. A neutral third-party mediator facilitates discussion, helping find common ground. It's confidential, less formal than court, and often successful, focusing on settlement rather than legal victory. We usually split the mediator's costs and set a timeframe, perhaps 60 days. Binding Arbitration If mediation fails, arbitration is the next step. Here, a neutral arbitrator (or panel) makes a final, binding decision, much like a judge. This is chosen for its speed, privacy, and generally lower cost compared to litigation. When drafting, it's important to: *Explicitly state it's "final and binding." *Reference established rules, like those from the American Arbitration *Association (AAA) or JAMS, to provide clear procedures. *Define the number of arbitrators (one is often quicker). *Specify the location (venue) for arbitration. *Include waivers for jury trials and class actions, as these rights are typically given up in arbitration. #agreements #arbitration