Empowering Every Digital Journey: Fearless, Seamless, Fraud-Free.

Bangalore
Joined January 2010
Wholesale businesses move quickly. New pricing, partner models and commercial requirements do not wait for a lengthy change-request queue.    That makes turnaround time a competitive issue, not just an IT issue.    𝗦𝘂𝗯𝗲𝘅 𝗣𝗘𝗠 is built around configurable rating, discounting, workflow and partner-management capabilities so teams can respond faster and reduce repeated vendor dependency. Focused AI Agents are built into the platform, bringing intelligence across the wholesale lifecycle, from rating and settlement to partner management and assurance, helping teams act on insights faster ,with greater confidence & no manual overheads.   Explore how Subex PEM and AI Agents help accelerate partner operations. hubs.ly/Q04BwLlF0  #Subex #PartnerEcosystemManagement #WholesaleBilling #TelecomAI #AIAgents #NewPossibilitiesNowPossible
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The model works. Now comes the harder part: making it reliable, scalable and production-ready. We’re looking for an 𝗔𝘀𝘀𝗼𝗰𝗶𝗮𝘁𝗲 𝗧𝗲𝗰𝗵𝗻𝗶𝗰𝗮𝗹 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁 – 𝗔𝗜/𝗠𝗟 who enjoys connecting the pieces, from data pipelines and model workflows to deployment, monitoring and production. If Python, MLOps and solving the “how will this work in production?” question sound like your kind of challenge , let’s talk. Join us in building what comes next. 📍Bengaluru | Experience: 6–10 years 📩Send your CV to - [email protected] #Hiring #AIJobs #MLOps #MachineLearning #BengaluruJobs #Subex
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Three days in London with leaders from across the global wholesale and digital infrastructure ecosystem. Nilanjan Kanjilal and Arjun Ishan met carriers and wholesale leaders to discuss wholesale operations, fraud management, business assurance, and AI-driven transformation. 𝗧𝗵𝗿𝗲𝗲 𝘁𝗵𝗲𝗺𝗲𝘀 𝘀𝘁𝗼𝗼𝗱 𝗼𝘂𝘁: margin pressure on voice and roaming, fraud outpacing rule-based detection, and growing partner complexity as networks scale for AI. 𝗢𝘂𝗿 𝗸𝗲𝘆 𝘁𝗮𝗸𝗲𝗮𝘄𝗮𝘆: AI is only as effective as the context behind it. Connecting intelligence across traffic, billing, fraud, and assurance is what turns isolated alerts into faster, explainable decisions. Thank you to everyone who met our team. The event has wrapped, but the conversations continue. Let's connect! hubs.ly/Q03ZPfm00 #CapacityEurope #PartnerEcosystemManagement #FraudManagement #BusinessAssurance #TelecomAI #AIAgents #NewPossibilitiesNowPossible
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𝗔 𝗰𝗼𝗻𝗻𝗲𝗰𝘁𝗲𝗱 𝗳𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻 𝗳𝗼𝗿 𝗪𝗵𝗼𝗹𝗲𝘀𝗮𝗹𝗲 𝗘𝗰𝗼𝘀𝘆𝘀𝘁𝗲𝗺 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 Subex PEM brings enterprise billing, wholesale billing and settlement, routing and partner management into one platform across B2B and B2B2X operations. That means one partner view, less integration overhead and more room to support new business models without multiplying the stack. It also creates the context AI Agents need to be useful - connecting operational and commercial signals so they can help explain issues, surface risk and guide teams toward the next action. Explore Subex PEM AI Agents - hubs.ly/Q04B5TKH0 #Subex #PartnerEcosystem #WholesaleBilling #AIAgents #TelecomAI #NewPossibilitiesNowPossible
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Our team is in London and ready for conversations on the challenges shaping wholesale today - from disconnected billing, fraud and assurance data to settlement variances, partner operations and the role of AI agents. If you’re attending, meet Nilanjan Kanjilal and Arjun Ishan at:📍Premium Meeting Table T23, Peninsula Ballroom | Ground Floor See you at Capacity Europe, 13–15 October. Book a meeting: hubs.ly/Q04zSJL80 #CapacityEurope #TelecomAI #WholesaleTelecom #AIAgents #Subex #NewPossibilitiesNowPossible
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𝗦𝘂𝗯𝗲𝘅 𝗪𝗶𝗻𝘀 𝗡𝗲𝘄 𝗛𝘆𝗽𝗲𝗿𝗦𝗲𝗻𝘀𝗲 𝗙𝗿𝗮𝘂𝗱 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 𝗗𝗲𝗮𝗹 𝘄𝗶𝘁𝗵 𝗮 𝗟𝗲𝗮𝗱𝗶𝗻𝗴 𝗔𝗳𝗿𝗶𝗰𝗮𝗻 𝗢𝗽𝗲𝗿𝗮𝘁𝗼𝗿   For telecom operators, evolving fraud threats put both revenues and customer trust at stake - making effective detection and investigation essential.   Subex has secured a three-year engagement with a leading African mobile operator to deploy HyperSense Fraud Management across communications and mobile money operations.   Combining AI with deep telecom domain intelligence, HyperSense will help the operator strengthen fraud detection and investigation, protecting its revenues and customers.   This engagement extends Subex’s fraud management capabilities to another operating company within a major global telecommunications group - a strong endorsement of HyperSense and our growing presence across Africa.   Read more → hubs.ly/Q04zJYBS0   #Subex #FraudManagement #TelecomFraud #PR #AI #Telecom #NewPossibilitiesNowPossible
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Handset fraud needs to be stopped before the device leaves your control - not after the loss shows up as bad debt. 𝗦𝘂𝗯𝗲𝘅 𝗛𝗮𝗻𝗱𝘀𝗲𝘁 𝗙𝗿𝗮𝘂𝗱𝗭𝗮𝗽™ scores handset transactions in real time, bringing together order, payment, customer, account, device and behavioural signals to identify high-risk purchases across POS and e-commerce channels. It helps fraud teams make faster decisions - block, review or allow - before the device is shipped and the loss occurs. Detect anomalies. Score risk. Stop abuse. See how Handset FraudZap™ helps prevent handset fraud in real time: hubs.ly/Q04zrbpf0 #Subex #HandsetFraud #FraudManagement #TelecomFraud #NewPossibilitiesNowPossible
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From AI agents that can investigate across connected telecom data to simplifying wholesale billing, assurance and partner operations - we’re looking forward to conversations around what’s next for wholesale.   Meet Nilanjan Kanjilal and Arjun Ishan in London, 13–15 October, and talk to us about: • AI agents across billing, fraud and assurance • Connecting traffic, revenue and risk data • Finding and resolving settlement variances faster • Modernising wholesale operations for greater flexibility   📍Premium Meeting Table T23, Peninsula Ballroom | Ground Floor   Book a 1:1 meeting: hubs.ly/Q04zf-G80 #CapacityEurope #TelecomAI #AIAgents #WholesaleTelecom #PartnerEcosystemManagement #Subex
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Partner ecosystems are expanding faster than most operating models can keep up. Wholesale, roaming, MVNO, IoT, NaaS, enterprise and digital services often leave billing, routing, settlement and governance scattered across disconnected workflows.   We just saw what fixing that looks like at real scale: 𝗮 𝗺𝗮𝗷𝗼𝗿 𝗔𝗣𝗔𝗖 𝗼𝗽𝗲𝗿𝗮𝘁𝗼𝗿 𝘀𝗲𝗹𝗲𝗰𝘁𝗲𝗱 𝗦𝘂𝗯𝗲𝘅 to bring its entire wholesale portfolio, voice, messaging, data, 5G (SA/NSA), IoT, spanning international, interconnect, MVNO and wholesale buy-sell relationships, onto a single platform. One of the most comprehensive PEM deployments we've undertaken.   This is exactly where embedded AI and focused AI Agents add the most value: helping teams explain exceptions, surface risk earlier, and act with greater confidence, not after operations are already unified, but as part of how they get there.   Full story on the PEM AI Agents in action - hubs.ly/Q04z76NX0   #Subex #PartnerEcosystem #WholesaleBilling #AIAgents #TelecomAI #NewPossibilitiesNowPossible
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A wholesale billing renewal is not only a pricing discussion. It is a roadmap discussion. ⁠ Operators need to ask whether their platform can support new commercial models without turning every change into another vendor request. Interconnect, roaming, enterprise, IoT and content all bring different requirements - while wholesale teams still need flexibility, continuity and a clear product direction. ⁠ Subex brings these partner operations onto a unified wholesale platform, with AI integral to the product strategy and less dependence on vendor-led change. ⁠ If renewal, operating cost or agility is on your agenda, let’s talk at Capacity Europe. ⁠ Book time with Nilanjan Kanjilal or Arjun Ishan: hubs.ly/Q04z0sfh0 ⁠ #Subex #WholesaleBilling #TelecomAI #AIAgents #CapacityEurope #NewPossibilitiesNowPossible
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Every fraudulent handset order adds up: 𝗮 𝗹𝗼𝘀𝘁 𝗱𝗲𝘃𝗶𝗰𝗲, 𝗯𝗮𝗱 𝗱𝗲𝗯𝘁, 𝗮𝗻𝗱 𝗵𝗼𝘂𝗿𝘀 𝗼𝗳 𝗶𝗻𝘃𝗲𝘀𝘁𝗶𝗴𝗮𝘁𝗶𝗼𝗻 that could have been spent elsewhere.   Handset fraud is the #1 high value fraud type globally, growing 𝟭𝟮% year on year, and with new device prices going up significantly with every launch, this fraud type becomes very critical to arrest and address.   𝗦𝘂𝗯𝗲𝘅 𝗛𝗮𝗻𝗱𝘀𝗲𝘁 𝗙𝗿𝗮𝘂𝗱𝗭𝗮𝗽™ helps fraud and finance teams catch high-risk orders before the device ships or gets handed over, not after the loss has already happened.   See how Handset FraudZap™ helps stop handset fraud before fulfilment. hubs.ly/Q04yJ1qV0   #Subex #HandsetFraud #Telecom #FraudManagement #TelecomFraud #NewPossibilitiesNowPossible
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𝗜𝗻 𝘄𝗵𝗼𝗹𝗲𝘀𝗮𝗹𝗲 𝗳𝗶𝗯𝗿𝗲, 𝗿𝗲𝘃𝗲𝗻𝘂𝗲 𝗰𝗮𝗻 𝘀𝗹𝗶𝗽 𝘁𝗵𝗿𝗼𝘂𝗴𝗵 𝘁𝗵𝗲 𝗴𝗮𝗽𝘀 𝗯𝗲𝘁𝘄𝗲𝗲𝗻 𝘄𝗵𝗮𝘁’𝘀 𝗰𝗼𝗻𝘁𝗿𝗮𝗰𝘁𝗲𝗱, 𝘄𝗵𝗮𝘁’𝘀 𝗱𝗲𝗹𝗶𝘃𝗲𝗿𝗲𝗱 𝗮𝗻𝗱 𝘄𝗵𝗮𝘁 𝗴𝗲𝘁𝘀 𝗯𝗶𝗹𝗹𝗲𝗱. Unbilled services, incorrect charges, contract mismatches and in-flight orders can remain hidden when service, contract and billing data don’t line up. And as fibre businesses consolidate networks, partners and operating models, keeping these systems aligned becomes even more complex. Subex helps operators identify these gaps earlier by reconciling service and billing information and surfacing mismatches for investigation. We’ll be discussing the FiberCo assurance story at @capacitymedia Europe. Book a 1:1 meeting: - hubs.ly/Q04xKbWc0 #Subex #CapacityEurope #FiberCo #RevenueAssurance #TelecomAI #NewPossibilitiesNowPossible
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An alert is only the starting point. The real value comes from what happens next.   When teams still need to correlate data, identify root cause, gather evidence and decide on an action, the gap between detection and resolution can become costly - especially when partner disputes delay what needs to be paid or received.   𝗦𝘂𝗯𝗲𝘅 𝗶𝗻𝘃𝗲𝘀𝘁𝗶𝗴𝗮𝘁𝗶𝘃𝗲 𝗮𝗴𝗲𝗻𝘁𝘀 work across telecom-specific signals and operational playbooks to return reasoning, evidence and a recommended next step, with material decisions staying with people.   That’s one of the conversations we’re bringing to Capacity - a Europe.   Book a 1:1 meeting: - hubs.ly/Q04ycrZz0   #Subex #CapacityEurope #AIAgents #TelecomAI #PartnerEcosystem #NewPossibilitiesNowPossible
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𝗔 𝗠𝗮𝗷𝗼𝗿 𝗔𝗣𝗔𝗖 𝗢𝗽𝗲𝗿𝗮𝘁𝗼𝗿 𝗙𝘂𝘁𝘂𝗿𝗲-𝗣𝗿𝗼𝗼𝗳𝘀 𝗜𝘁𝘀 𝗣𝗮𝗿𝘁𝗻𝗲𝗿 𝗘𝗰𝗼𝘀𝘆𝘀𝘁𝗲𝗺 𝘄𝗶𝘁𝗵 𝗦𝘂𝗯𝗲𝘅 One of the most comprehensive partner ecosystem deployments Subex has undertaken in recent times is now underway, bringing voice, messaging, data, 5G (SA/NSA), IoT, international, interconnect, MVNO, and wholesale buy-sell relationships onto a single platform. Once live, the platform will give the operator a 𝘂𝗻𝗶𝗳𝗶𝗲𝗱 𝗳𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻 to simplify operations, onboard partners faster, support new business models, and capture emerging 5G and wholesale opportunities. The engagement reflects a broader shift in telecom: as 5G, IoT, and new wholesale models expand, operators need to bring partners and services to market faster - 𝘄𝗶𝘁𝗵𝗼𝘂𝘁 𝗯𝗲𝗶𝗻𝗴 𝗰𝗼𝗻𝘀𝘁𝗿𝗮𝗶𝗻𝗲𝗱 𝗯𝘆 𝗹𝗲𝗴𝗮𝗰𝘆 𝘀𝘆𝘀𝘁𝗲𝗺𝘀. With this deployment, the operator is building the capabilities to turn emerging business models into sustainable revenue streams. Read the full story here: hubs.ly/Q04y6vCB0 #PartnerEcosystemManagement #Telecom hashtag#5G #PR #Wholesale #Subex #NewPossibilitiesNowPossible
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Partner margin leakage rarely arrives as one obvious event.    It builds through invoice mismatches, settlement delays, disputes and unresolved variances that surface too late.   Subex 𝗣𝗘𝗠 uses AI-powered intelligence and focused AI capabilities to connect these signals, explain likely root causes and prioritize the partners or exceptions carrying the greatest exposure. That gives teams stronger evidence for reconciliation and dispute resolution, while helping protect revenue earlier in the cycle.    The shift is from reacting after the fact to using AI-guided context to decide where action matters most.   Learn More at Subex PEM Agents - hubs.ly/Q04y130G0   #Subex #PartnerEcosystem #PartnerMargin #WholesaleBilling #AIAgents #NewPossibilitiesNowPossible
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The cost of disconnected wholesale systems shows up between the systems, not inside them.   Billing, fraud and assurance often sit with different teams and different tools. That can mean more reconciliation, slower investigations, disputes that take longer to resolve and revenue that remains blocked.   A connected view across traffic, revenue and risk gives teams - and the AI agents supporting them - more context to trace discrepancies across the full flow instead of stitching together separate outputs.   We’ll be discussing this at Capacity Europe, 13–15 October.   Meet Nilanjan Kanjilal and Arjun Ishan: hubs.ly/Q04xXyHj0   #Subex #CapacityEurope #WholesaleBilling #TelecomAI #AIAgents #NewPossibilitiesNowPossible
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AI agents are only as useful as the context they can see. In wholesale operations, the answer rarely sits inside one system. A settlement variance can connect to traffic, billing, fraud and assurance data - and agents working in silos can miss that wider picture. Subex brings those signals onto a common telecom-native data foundation, giving AI agents the context to investigate across the flow, return reasoning and recommend a next step while people retain oversight. At Capacity - a techoraco brand Europe, Nilanjan Kanjilal and Arjun Ishan will be discussing what this looks like in practice. Book a 1:1 meeting: hubs.ly/Q04xKcHm0 #CapacityEurope #TelecomAI #AIAgents #WholesaleBilling #Subex #NewPossibilitiesNowPossible
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Dashboards can show where a settlement variance exists. The harder question is why it happened - and what deserves attention first. 𝗦𝘂𝗯𝗲𝘅 𝗣𝗘𝗠 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀 connect operational and commercial context across CDRs, tariffs, route changes, agreements and billing workflows to help teams move from signal to explanation. The Settlement Variance RCA Agent, Billing Operations Knowledge Agent and Partner Wholesale Billing Risk Score support faster root-cause analysis, easier access to billing knowledge and more objective prioritization - with human review and control built in. See how AI-guided partner operations work in practice. hubs.ly/Q04xDxvC0 #PartnerEcosystem #WholesaleBilling #AIAgents #TelecomAI #AI #Subex #NewPossibilitiesNowPossible
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Business Assurance teams have always had more to investigate than capacity allows.   Known risks get prioritised. Emerging and long-tail risks wait. Investigation depth gets traded against speed. AI Agents change that equation.   𝗦𝘂𝗯𝗲𝘅 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗔𝘀𝘀𝘂𝗿𝗮𝗻𝗰𝗲 𝗔𝗴𝗲𝗻𝘁𝘀 help teams investigate more findings, connect evidence across systems, test hypotheses and accelerate the path from detection to action - while analysts retain supervision and judgment. Scale assurance. Not the team. Know more - hubs.ly/Q04xwx_Z0    #BusinessAssurance #AIAgents #RevenueAssurance #TelecomAI #Subex #NewPossibilitiesNowPossible
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