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Articles by Rahul
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The Autonomous Nervous System: Beyond the Control Tower to the Self-Healing Supply Chain
The Autonomous Nervous System: Beyond the Control Tower to the Self-Healing Supply Chain
For the last decade, the "Control Tower" has been the holy grail of logistics. The promise was simple: total visibility.
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How Cognitive AI Will Transform the P&C Insurance IndustryApr 26, 2025
How Cognitive AI Will Transform the P&C Insurance Industry
As artificial intelligence (AI) continues to evolve, the Property & Casualty (P&C) insurance sector stands on the cusp…
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Navigating New Horizons: Canadian Banking in the Age of Generative AIFeb 21, 2024
Navigating New Horizons: Canadian Banking in the Age of Generative AI
As always, the Canadian Banking Sector continues to be recognized for its stability and resilience amidst global…
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Canada Post strike impacts Cash flow. Payments Modernization is the answer.Oct 26, 2018
Canada Post strike impacts Cash flow. Payments Modernization is the answer.
In the last few days, everyone has been talking about the Canada Post’s strike and its impact on deliveries. This is…
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Two Years of PM Narendra Modi, And why he is the right choice for IndiaMay 16, 2016
Two Years of PM Narendra Modi, And why he is the right choice for India
Opinions differ on what Indian Prime Minister Narendra Modi has accomplished in his two years but everyone must agree…
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Artificial Intelligence(AI): Re-imagine IntelligenceMar 3, 2016
Artificial Intelligence(AI): Re-imagine Intelligence
Over the holidays, my wife and I watched Indian Tamil science fiction movie Robot. In this film a scientist invented…
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29 Comments -
InMobi: 'Company' or 'Concept'Feb 3, 2016
InMobi: 'Company' or 'Concept'
This is not a story full of numbers, pyrolysis or a comparison with business gurus of the western world. The words that…
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Rahul Shukla shared thisTCube.ai’s SAP-native transportation value chain is especially relevant for pharma supply chains, where compliance, cold-chain visibility, exception handling, and freight audit precision are mission-critical. Powered by AI agents, and trusted by five Fortune 200 companies and 20+ customers, we help life sciences leaders move from fragmented logistics to autonomous, resilient, end-to-end execution at global scale. #Pharma #LifeSciences #SAP #AgenticAI #SupplyChainResilience #FreightAuditRahul Shukla shared thisHow does transportation actually work? It’s a complex value chain built on 4 pillars: Procurement, Execution, Visibility, and Finance. With SAP-certified native integration, TCube.ai products blend seamlessly into your existing workflows, using advanced AI agents to transform your operations: Procurement: Rate Cube centralizes and optimizes complex carrier rates. Execution: Ship Cube automates seamless shipping workflows. Visibility: Track Cube delivers real-time, multi-carrier tracking. Finance: Audit Cube automates invoice reconciliation. Ready to bridge the gaps with autonomous, SAP-native logistics? Please connect. #SupplyChain #SAP #AIAgents #Logistics #SAPLGM #SAPEWM #SAPTM #AgenticAI
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Rahul Shukla reposted thisRahul Shukla reposted thisGeopolitical shockwaves in the Strait of Hormuz—from sudden blockades to the volatile reopening of shipping lanes—prove that static logistics models are broken. To navigate this chaos, enterprises are deploying TCube.ai natively on SAP Business Technology Platform (BTP), embedding autonomous Agentic AI directly into their S/4HANA and Transportation Management (TM) core: Rate & Ship Cube: AI agents dynamically pivot routes between land-bridges and maritime lanes, automatically calculating spot market freight-rate benchmarks and generating compliant multi-modal bills of lading on the fly. Track Cube: Autonomous tracking maintains absolute line-of-sight visibility via IoT sensor aggregation and predictive ETA modeling, bypassing regional GNSS jamming and transshipment bottlenecks. Audit Cube: Intelligent agents auto-ingest volatile post-war War Risk Surcharges (WRS), executing programmatic 3-way invoice matching to eliminate billing variances and protect working capital. Build an agile supply chain that adapts at the speed of geopolitics. #SupplyChain #AgenticAI #SAPBTP #LogisticsResilience #FreightAudit #SAP #SAPLGM #SAPEWM #SAPTM
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Rahul Shukla shared this#Shipping is the ultimate make-or-break moment in any global supply chain. With SAP Sapphire 2026 driving the shift toward autonomous enterprises, traditional logistics workflows can no longer keep up. That is where our company tcube.ai steps in, bringing true Agentic AI to your shipping ecosystem. Our solution #ShipCube transforms manual tasks into an autonomous powerhouse, Few important steps: 1-Autonomous Shipment Orchestration: AI agents instantly pull data to build shipments, manage grids, and modify active orders autonomously. 2-Intelligent Rate & Carrier Matching: The system dynamically evaluates variables to auto-select optimal carriers, service levels, and configurations for instant rate generation. 3- Frictionless Automated Fulfillment: AI triggers end-to-end processing—autonomously generating labels, printing documents, managing bulk templates, and closing manifests. let's talk , #SupplyChain #AgenticAI #Logistics #tcube #Automation #SAPSapphireRahul Shukla shared thisSAP Sapphire 2026 launched the Autonomous Enterprise era, powered by Agentic AI and autonomous Joule Agents. But how does that intelligence impact real-world logistics? Meet ShipCube by tcube.ai - the world's first Agentic Shipping solution. While SAP optimizes your supply chain, ShipCube autonomously handles multi-carrier shipping, rate shopping, and label generation. Align your logistics with SAP’s 2026 vision. Let’s ship smarter! #SAP #SAPLGM #SAPEWM #SAPTM #AgenticAI #Logistics #SupplyChain #SAPSapphire #ShipCube
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Rahul Shukla shared thisGreat insights on the "95% problem"! Building an agent is easy, but engineering production-grade safety is where the real work begins. Ashok Prakash’s focus on durable execution and Policy as Code (OPA) is a game-changer for moving beyond brittle English prompts toward reliable, bounded agentic systems. #AgenticAI #GenAI #SoftwareArchitecture #tcubeRahul Shukla shared this𝗠𝗼𝘃𝗶𝗻𝗴 𝗕𝗲𝘆𝗼𝗻𝗱 𝗢𝗿𝗰𝗵𝗲𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻: The 𝟵𝟱% 𝗣𝗿𝗼𝗯𝗹𝗲𝗺 in Agentic AI Safety Building a basic AI agent takes about 𝟱% of the total effort. The other 𝟵𝟱%? That’s the infrastructure required to make it reliable, safe, and cost-effective in production. I recently watched a fantastic session by Ashok Prakash (Staff Engineer at Apple, formerly Oracle AI) at the Optimized AI Conference. Prakash nailed the challenge of moving from "𝗱𝗲𝗺𝗼" 𝘁𝗼 "𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻" by focusing on an 𝗼𝗽𝗲𝗻-𝘀𝗼𝘂𝗿𝗰𝗲-𝗳𝗶𝗿𝘀t approach to 𝗦𝗮𝗳𝗲 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗲. Here are my top takeaways and a visual breakdown of the reference stack he proposed: 🚀 𝟭. 𝗬𝗼𝘂𝗿 𝗔𝗴𝗲𝗻𝘁 𝗖𝗼𝗻𝘁𝗿𝗼𝗹𝗹𝗲𝗿 𝗠𝘂𝘀𝘁 𝗕𝗲 𝗗𝘂𝗿𝗮𝗯𝗹𝗲: Agents shouldn't just run; they need to "live" in a durable execution environment. Using tools like Temporal or Celery allows for crucial checkpointing and rollback mechanisms. Every step the agent takes should be visible and manageable, not a black box. 🛡️ 𝟮. 𝗧𝗿𝗲𝗮𝘁 𝗧𝗼𝗼𝗹𝘀 𝗮𝘀 "𝗖𝗼𝗻𝘁𝗿𝗮𝗰𝘁𝗲𝗱 𝗦𝗲𝗿𝘃𝗶𝗰𝗲𝘀": Never give an agent unfettered access. All tools, databases, and APIs must operate under a specific contract. This defines the hard boundaries of what the agent is authorized to do, preventing malicious or unintended actions before they happen. 📜 𝟯. 𝗗𝗶𝘁𝗰𝗵 𝗘𝗻𝗴𝗹𝗶𝘀𝗵 𝗳𝗼𝗿 "𝗣𝗼𝗹𝗶𝗰𝘆 𝗮𝘀 𝗖𝗼𝗱𝗲" (𝗢𝗣𝗔): Prakash made an important argument against relying solely on ambiguous English prompts for system governance. Instead, he advocates for using Open Policy Agent (OPA) to implement 𝗣𝗼𝗹𝗶𝗰𝘆 𝗮𝘀 𝗖𝗼𝗱𝗲. This creates structured, non-ambiguous rules that the agent can validate its actions against before execution. I’ve put together this architecture diagram illustrating how these key pillars (Durable Controller, vLLM Optimization, and the OPA Policy Engine) must integrate to create a "𝗕𝗼𝘂𝗻𝗱𝗲𝗱 𝗟𝗼𝗼𝗽" of safe action. Check out the summary graphic below. What is the biggest barrier to production you are facing with agentic systems? #AIAgents #OpenSource #MLOps #TemporalIO #vLLM #AIGovernance #LLMSafety #OptimizedAI
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Rahul Shukla posted thisLooking for Agentic AI Architect and Developer Location: India, please DM
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Rahul Shukla shared thisThe 'Clean Core' strategy is all about bringing intelligence into the SAP environment without adding complexity. tcube.ai achieves exactly that. By automating the dialogue between shippers and carriers, Rate Cube removes the manual heavy lifting from EWM and TM. A must-watch for SAP strategists! #manufacturing #pharma #cleancore #S4HANA #AgenticAIRahul Shukla shared thisWhat if your freight contracts possessed the intelligence to negotiate themselves? The traditional OFA and RFA processes are often riddled with friction and manual delays. #RateCube, powered by tcube.ai, introduces Agentic AI workflows that automate the dialogue between shippers and carriers within SAP landscape. From instant validation to autonomous counter-offers and multi-step approvals, we are redefining contract agility. Is your supply chain ready for a future where rate management is truly autonomous? #SAP #SAPLGM #SAPEWM #SAPTM #AgenticAI #Logistics #SupplyChain
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Rahul Shukla shared thisReady to transform parcel chaos into Agentic AI precision? Please join tcube.ai, SAP, Medtronic, and PrimeS4 on May 7th, 9 AM CST. Discover how to elevate SAP EWM & TM with autonomous rate shopping and real-time execution. Hear Medtronic’s success story and master the future of logistics DNA. https://lnkd.in/erJtg_w8Rahul Shukla shared this"Is your SAP EWM/TM environment struggling with the parcel shipping? From label printing to real-time rate shopping, the friction is real. If you are ready to transform parcel chaos into Agentic AI precision: Join us on May 7th at 9AM CST as we host an exclusive webinar with SAP, Medtronic, and PrimeS4 Technologies. We’re going beyond the slides to show you what actually works in real-world logistics. https://lnkd.in/erJtg_w8
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Rahul Shukla shared thisAI talks are everywhere, but real impact comes from execution. At tcube.ai, our Agentic AI doesn’t just analyze - it acts. From detecting logistics bottlenecks to resolving them autonomously inside hashtag #SAP, this is the future of freight movement. #Logistics #SupplyChainAI #AgenticAI #TCUBE #SAP #SAPLM #SAPTM #DigitalSupplyChain #AutonomousLogistics #SmartLogistics Rahul Agarwal Rajesh Gupta Gururaja SavadiRahul Shukla shared thisThe AI conversation is everywhere, but the true differentiator lies in execution. Unlike traditional software limited to generating insights, the product lineup at tcube.ai is powered by Agentic AI. Our products take autonomous actions - proactively identifying supply chain logistics bottlenecks, analyzing alternatives, and seamlessly executing the ideal resolution within your existing SAP environment. Less manual monitoring, more freight moving. Discover the future of autonomous logistics at tcube.ai #AgenticAI #FreightTech #SupplyChain #Innovation #SAP #ratecube #shipcube #trackcube #auditcube Rahul Agarwal Rajesh Gupta Gururaja Savadi Rahul Shukla
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Rahul Shukla shared thisThe complexity of modern logistics requires more than incremental upgrades. It requires intelligence that drives decisions and execution at scale. Tcube.ai, deeply integrated with SAP, represents that next step. Transforming Rate, Ship, Track, and Audit into a unified, intelligent ecosystem. #Logistics #SupplyChainAI #TCUBE #SAP #AgenticAI #LogisticsInnovation Rahul Agarwal SAP Supply Chain Management SAPRahul Shukla shared thisThe logistics landscape is too complex for legacy software. It’s time for intelligence that actually acts on your behalf. Meet Tcube.ai : the next generation of logistics intelligence. Powered by Agentic AI and deeply integrated with SAP, our suite - RateCube, ShipCube, TrackCube, and AuditCube - doesn't just show you data; it makes smooth execution and decisions. Welcome to the future of supply chain logistics execution. #Logistics #SupplyChainAI #TCUBE #SAP #AgenticAI
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Rahul Shukla liked thisA great example of moving AI in SAP supply chain from concept to real-world operations. The key takeaway: high-value enterprise AI agents should do more than summarize errors. They should understand business impact, identify recurring patterns, ground recommendations in trusted documentation, and guide users toward resolution while keeping humans in control. Looking forward to seeing how this evolves toward predictive monitoring and closed-loop remediationRahul Shukla liked thisExcited to share something we built at SAP Global Delivery Hub North America. We designed and delivered a Joule AI Agent for EWM/TM Integration Error Monitoring — from requirements to production in under three weeks. If you run SAP TM and EWM in an S/4HANA landscape, you will know the pain. Integration errors go undetected for hours. Remediation is manual, slow, and scattered across multiple transactions — resulting in delayed shipments and missed delivery deadlines. The agent monitors TM-EWM LDAP errors in real time, classifies them by severity, delivers AI-guided remediation grounded in SAP knowledge documents, and extends to EWM qRFC queue monitoring and packaging hierarchy validation — all through simple natural language prompts. No navigating multiple screens. Reduced manual triage. Conversational AI built on SAP BTP. More capabilities are in the works — ServiceNow integration, automated remediation with human-in-the-loop, pre-PGI sanity checks, and more. Full blog with architecture, sample interactions, and reusable patterns is live on SAP Community: https://lnkd.in/gh9jWBYS If you are interested in adopting this for your environment, reach out to your SAP Success Plan team or Account Executive.Sagar Deshmukh Hari Panakkal Marc Frattarelli #SAP #JouleAI #SAPBTP #SupplyChain #EWM #TransportationManagement #AIAgents #SAPAICore #S4HANA #MCPBuilding a Joule AI Agent for EWM/TM Integration Error MonitoringBuilding a Joule AI Agent for EWM/TM Integration Error Monitoring
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Rahul Shukla reacted on thisRahul Shukla reacted on this𝐈𝐧 𝐌𝐞𝐦𝐨𝐫𝐢𝐚𝐦 — Dr. C. Joseph Kurian (IIT Kharagpur, Chemical Engineering, Class of 1959) It is with profound sadness that we share the passing of our esteemed alumnus in the Greater Toronto Area, Dr. C. Joseph Kurian, IIT Kharagpur, Chemical Engineering, Doctor of Philosophy (PhD), Class of 1959. On behalf of IIT Alumni Canada (IITAC), we extend our heartfelt condolences to his family, friends, classmates, colleagues, and loved ones. May they find strength and comfort in the cherished memories they shared with him. Our thoughts and prayers are with his family during this difficult time. After 93 remarkable years, Dr. Joseph passed away peacefully on August 26, 2026. He was a beloved husband, father, and grandfather. Dr. Joseph was born on August 8, 1933, in Kerala, India, the only son of Joseph and Elizabeth and the brother of Thankamma and Hanne. Raised in Pallom, Kerala, he pursued his studies at the Indian Institute of Technology Kharagpur before undertaking postdoctoral research at the University of Pennsylvania and later at the University of Toronto. Dr. Joseph had a deep and enduring passion for research and learning. Throughout his distinguished life, he received numerous honours and awards, including the Distinguished Alumnus Award from IIT Kharagpur & IIT Alumni Canada. In 1964, Dr. Joseph married Kuttimol Ancheril. Together, they raised three children and built a life grounded in faith, love, family, and service. Their shared entrepreneurial spirit led them to establish Alpha Laboratories in 1971. Dr. Joseph was deeply grateful for his family and friends, as well as for his extended “Alpha Family,” who became an important part of his life. Over nearly a century, Dr. Joseph witnessed extraordinary changes in the world and sought to make a positive difference through his contributions to charitable causes, community initiatives, and the lives of individuals around him. He was also actively engaged in civic and political life, viewing participation as an important responsibility. Dr. Joseph will be remembered for his infectious laughter, inquisitive mind, vibrant spirit, and adventurous nature. His legacy lives on through his family, friends, colleagues, students, and the many people whose lives he touched. In lieu of flowers, donations to the Alzheimer Society of Canada or the Canadian Red Cross would be appreciated. Visitation Humphrey Funeral Home A.W. Miles – Newbigging Chapel 1403 Bayview Avenue, Toronto, Ontario Wednesday, September 2: 2:00–5:00 p.m. Thursday, September 3: 5:00–7:00 p.m. Details of the funeral service will be posted on the Humphrey Funeral Home website. May his soul rest in eternal peace. — IIT Alumni Canada (IITAC)
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Rahul Shukla liked thisRahul Shukla liked thisWe proudly congratulate our esteemed alumnus, Prof. Ketan Rajawat (BT/MT/EE/2007), Professor, Department of Electrical Engineering IIT Kanpur, and Treasurer, Alumni Association IIT Kanpur, on receiving the Excellence in Teaching Award 2026. Your dedication to teaching, mentorship, and academic excellence continues to inspire the IIT Kanpur community. Wishing you many more milestones ahead! 🌟 #IITKanpur #AlumniAssociationIITKanpur #KetanRajawat #ExcellenceInTeaching #TeachingExcellence Rakesh Sharma | Tarun Bhargava | Amey Karkare | Ketan Rajawat | Nishith Mohan | Niti Kalra | Rahul Shukla | @Tarun Agarwal | Vijaya Mishra | Chandan Upadhyay | Virendra Kumar | Babita Lohani | Rohit Dhawan
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Rahul Shukla liked thisRahul Shukla liked thisHon'ble Nirmala Sitharaman, Minister of Finance, Government of India, met with board members of Canada India Tech Council (CITC) - founder & chair, Kundan Joshi and partnership co-chair Sumeet Bhatia last week during her visit to Canada to deepened bilateral trade talks. CITC proposed a framework for deeper collaboration on AI between enterprises, startups, investors, and research institutions, between both the countries, with accountability to deliver published targets on AI adoption and commercialization.
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Rahul Shukla reacted on thisRahul Shukla reacted on thisMy recent visit to our Ahmedabad office came with the sweetest surprise, a wonderful team potluck! The food was absolutely delicious, but what made the afternoon truly special was the love, warmth, and effort behind every dish. We shared great food and some beautiful moments together. Thank you, Team Ahmedabad, for making me feel so welcomed and appreciated. I returned with a full heart, a full stomach, and even greater admiration for this incredible TechBlocks family! #TechBlocks #TeamAhmedabad #PotluckFun #TeamBonding #WorkFamily #Grateful
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Rahul Shukla liked thisRahul Shukla liked thisToday was my last day at RBC. I remember as a young professional dreaming of working at RBC. And now, feeling so blessed with the opportunities I had at RBC to make an impact. I will forever cherish the experience, my team, colleagues and senior leaders who all shared the same passion working at RBC. Special thanks to Doug Jeoffroy and Bernice Dunsby amongst other great leaders for all your support and mentorship to me. I am very excited for my next chapter! Stay tuned
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Rahul Shukla liked thisRahul Shukla liked this🦷 We're heading to AADOM 2026! Dental-X AI will be on-site at AADOM 2026, and our CEO Kapil Shukla will be there with the team. If you're attending, come find us — we'd love to talk about how AI-driven revenue cycle management can help your practice reduce denials, speed up reimbursements, and recover revenue that's stuck in your AR. Want to make sure we connect? Book a time to meet with us at the conference: 👉 https://lnkd.in/gDgje77e See you there! #DentalRCM #DentalBilling #DentalInsuranceBilling #RevenueCycleManagement #DentalPracticeManagement #DSO #DentalClaims #DentalAI #AADOM2026 #PracticeGrowth
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Rahul Shukla liked thisDear all, I am truly honoured and humbled to be recognised among the "26 transformative CFOs of 2026" by the HR ASSOCIATION OF INDIA This recognition reflects our collective journey, the immense support and trust of senior management, the collaboration of my team & colleagues, and everyone who has been part of my professional journey. My sincere gratitude to the HR ASSOCIATION OF INDIA for this recognition and to everyone who has supported and inspired me along the way. Congratulations to all the distinguished fellow leaders who have been recognised. I look forward to the continuous journey of learning, transformation and value creation CXO Leadership ETCFO CII Southern Region LeadershipRahul Shukla liked this🚀 HR ASSOCIATION OF INDIA is honored to feature Amit Dang on the “Transformative CFOs” list as part of the 26 of 2026 Initiative! 🎉 Congratulations, on this well-deserved recognition for your transformative financial leadership, strategic vision, and contribution to driving sustainable business growth. 📈✨ Your ability to balance financial excellence with strategic decision-making and long-term value creation continues to set a powerful example of future-ready CFO leadership. 🔗 Check the full list here: https://lnkd.in/dExDvShF #HRAssociationOfIndia #TransformativeCFOs #26of2026 #CFOLeadership #FinancialLeadership #StrategicLeadership #BusinessTransformation #LeadershipExcellence
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Rahul Shukla liked thisRahul Shukla liked thisFreight overpayments silently drain enterprise margins. Audit Cube by tcube.ai stops the leakage. Engineered as an SAP-certified, Agentic AI platform, it transforms chaotic freight audits into automated profit recovery. 1. Detect billing errors and hidden surcharge 2. Automate invoice reconciliation and Data-Backed Disputes 3. Deliver real-time spend visibility 4. Native SAP ERP Integration Audit smarter. Recover more. Protect every freight dollar. #SAP #AgenticAI #FreightAudit #SupplyChain #Logistics #CostOptimization #tcubeAI #SAPLGM #SAPEWM #SAPTM
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CARM Registration & CBN Allotment: What Non-Resident Canadian Businesses Must Know Expanding into Canada offers incredible opportunities, but non-resident businesses must navigate critical compliance steps before they can operate seamlessly. Two of the most important are CARM registration and CBN allotment. 🔹 What is CARM? CARM (CBSA Assessment and Revenue Management) is the Canada Border Services Agency’s (CBSA) new digital platform for managing duties and taxes. All importers — including non-resident businesses — must register for a CARM Client Portal (CCP) account. This registration ensures that your business can: · Pay duties and taxes electronically · Access real-time transaction data · Assign and manage customs brokers · Stay compliant with Canadian import regulations 🔹 What is a CBN? The Canada Business Number (CBN) is a unique identifier issued by the Canada Revenue Agency (CRA). Non-resident businesses must obtain a CBN before importing goods or providing certain taxable services in Canada. A CBN is also required to register for GST/HST accounts, payroll accounts, and to interact with multiple government agencies. 🔹 Why This Matters for Non-Resident Businesses Without CARM registration and a valid CBN, non-resident companies cannot legally import goods or clear shipments in Canada. Delays in registration can disrupt supply chains, lead to penalties, or even result in goods being held at the border. 🔹 How NYBACS Helps At NYBACS, we specialize in helping international businesses simplify cross-border compliance. Our experts assist with: · CARM portal setup and registration · Obtaining a CBN from the CRA · Guidance on tax registration and GST/HST compliance · Ongoing cross-border advisory for U.S.–Canada expansion With our support, non-resident companies can enter the Canadian market confidently and compliantly. 👉 Learn more about our global expansion and compliance services at: https://lnkd.in/d-Bgkhp6 or email service@nybacs.com #CARM #CanadaBusiness #CBN #CrossBorderCompliance #GlobalExpansion #ImportExport #TaxCompliance #NYBACS
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