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

Bangalore
Joined January 2010
Most Business Assurance teams don't have a detection problem. They have an investigation problem. Every new dynamic offer, partner model and OSS/BSS handoff adds exceptions. Controls flag them reliably, but each one still needs evidence gathered, systems correlated and a root cause traced by the same finite team. The long tail waits. ๐—ฆ๐˜‚๐—ฏ๐—ฒ๐˜… ๐—•๐˜‚๐˜€๐—ถ๐—ป๐—ฒ๐˜€๐˜€ ๐—”๐˜€๐˜€๐˜‚๐—ฟ๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—”๐—ด๐—ฒ๐—ป๐˜๐˜€ work alongside your existing controls to take on that investigation workload, while your analysts keep approval authority. Less manual effort. More capacity for the investigations that matter. Explore Subex BA Agents โ†’ hubs.ly/Q04B_vRH0 #Subex #BusinessAssurance #AIAgents #TelecomAI #RevenueAssurance #NewPossibilitiesNowPossible
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Digital growth is creating new opportunities for telecom operators - and new risks to manage. ย  As AI reshapes fraud tactics and mobile money, digital services and partner ecosystems expand, risks become harder to isolate. Fraud can cross channels. Revenue leakage can go unnoticed across systems. Settlement discrepancies and commercial complexity can put margins under pressure. The challenge is not just to detect individual issues. ๐—œ๐˜ ๐—ถ๐˜€ ๐˜๐—ผ ๐—ฐ๐—ผ๐—ป๐—ป๐—ฒ๐—ฐ๐˜ ๐˜๐—ต๐—ฒ ๐˜€๐—ถ๐—ด๐—ป๐—ฎ๐—น๐˜€ ๐—ฎ๐—ฐ๐—ฟ๐—ผ๐˜€๐˜€ ๐˜๐—ต๐—ฒ ๐—ฏ๐˜‚๐˜€๐—ถ๐—ป๐—ฒ๐˜€๐˜€, ๐˜‚๐—ป๐—ฑ๐—ฒ๐—ฟ๐˜€๐˜๐—ฎ๐—ป๐—ฑ ๐˜๐—ต๐—ฒ๐—ถ๐—ฟ ๐—ถ๐—บ๐—ฝ๐—ฎ๐—ฐ๐˜ ๐—ฎ๐—ป๐—ฑ ๐—ฎ๐—ฐ๐˜ ๐—ฏ๐—ฒ๐—ณ๐—ผ๐—ฟ๐—ฒ ๐˜€๐—บ๐—ฎ๐—น๐—น ๐—ฒ๐˜…๐—ฐ๐—ฒ๐—ฝ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ฏ๐—ฒ๐—ฐ๐—ผ๐—บ๐—ฒ ๐—ฏ๐—ถ๐—ด๐—ด๐—ฒ๐—ฟ ๐—ฝ๐—ฟ๐—ผ๐—ฏ๐—น๐—ฒ๐—บ๐˜€. Meet Subex at ๐—”๐—ณ๐—ฟ๐—ถ๐—ฐ๐—ฎ ๐—ง๐—ฒ๐—ฐ๐—ต ๐—™๐—ฒ๐˜€๐˜๐—ถ๐˜ƒ๐—ฎ๐—น ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ to explore how AI-powered intelligence and autonomous agents can help operators investigate fraud, uncover revenue leakage, understand partner and settlement risks, and accelerate decisions - with explainable insights and human oversight. ย  Schedule a 1:1 conversation: hubs.ly/Q04BSw6m0 #AfricaTechFestival #TelecomAI #FraudManagement #BusinessAssurance #Subex #NewPossibilitiesNowPossible
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Dussehra reminds us that even the toughest challenges can be overcome with courage, wisdom and the determination to do what is right.ย  ย  May this spirit inspire us to look beyond obstacles, see new possibilities and find better ways forward. ย  At Subex, we bring this mindset to the complex challenges of the telecom world, using AI and fresh thinking to help solve problems and create new possibilities. ย  Wishing you and your loved ones happiness, hope and a bright start to what lies ahead. Happy Dussehra from all of us at Subex! ย  #HappyDussehra #Dussehra #LifeAtSubex #NewPossibilitiesNowPossible
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Wholesale businesses move quickly. New pricing, partner models and commercial requirements do not wait for a lengthy change-request queue.ย  ย  That makes turnaround time a competitive issue, not just an IT issue.ย  ย  ๐—ฆ๐˜‚๐—ฏ๐—ฒ๐˜… ๐—ฃ๐—˜๐—  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. ย  Explore how Subex PEM and AI Agents help accelerate partner operations. hubs.ly/Q04BwLlF0ย  #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. Weโ€™re looking for an ๐—”๐˜€๐˜€๐—ผ๐—ฐ๐—ถ๐—ฎ๐˜๐—ฒ ๐—ง๐—ฒ๐—ฐ๐—ต๐—ป๐—ถ๐—ฐ๐—ฎ๐—น ๐—”๐—ฟ๐—ฐ๐—ต๐—ถ๐˜๐—ฒ๐—ฐ๐˜ โ€“ ๐—”๐—œ/๐— ๐—Ÿ who enjoys connecting the pieces, from data pipelines and model workflows to deployment, monitoring and production. If Python, MLOps and solving the โ€œhow will this work in production?โ€ question sound like your kind of challenge , letโ€™s talk. Join us in building what comes next. ๐Ÿ“Bengaluru | Experience: 6โ€“10 years ๐Ÿ“ฉSend 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. ๐—ง๐—ต๐—ฟ๐—ฒ๐—ฒ ๐˜๐—ต๐—ฒ๐—บ๐—ฒ๐˜€ ๐˜€๐˜๐—ผ๐—ผ๐—ฑ ๐—ผ๐˜‚๐˜: margin pressure on voice and roaming, fraud outpacing rule-based detection, and growing partner complexity as networks scale for AI. ๐—ข๐˜‚๐—ฟ ๐—ธ๐—ฒ๐˜† ๐˜๐—ฎ๐—ธ๐—ฒ๐—ฎ๐˜„๐—ฎ๐˜†: 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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๐—” ๐—ฐ๐—ผ๐—ป๐—ป๐—ฒ๐—ฐ๐˜๐—ฒ๐—ฑ ๐—ณ๐—ผ๐˜‚๐—ป๐—ฑ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ณ๐—ผ๐—ฟ ๐—ช๐—ต๐—ผ๐—น๐—ฒ๐˜€๐—ฎ๐—น๐—ฒ ๐—˜๐—ฐ๐—ผ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ ๐— ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜ 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 youโ€™re attending, meet Nilanjan Kanjilal and Arjun Ishan at:๐Ÿ“Premium Meeting Table T23, Peninsula Ballroom | Ground Floor See you at Capacity Europe, 13โ€“15 October. Book a meeting: hubs.ly/Q04zSJL80 #CapacityEurope #TelecomAI #WholesaleTelecom #AIAgents #Subex #NewPossibilitiesNowPossible
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๐—ฆ๐˜‚๐—ฏ๐—ฒ๐˜… ๐—ช๐—ถ๐—ป๐˜€ ๐—ก๐—ฒ๐˜„ ๐—›๐˜†๐—ฝ๐—ฒ๐—ฟ๐—ฆ๐—ฒ๐—ป๐˜€๐—ฒ ๐—™๐—ฟ๐—ฎ๐˜‚๐—ฑ ๐— ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜ ๐——๐—ฒ๐—ฎ๐—น ๐˜„๐—ถ๐˜๐—ต ๐—ฎ ๐—Ÿ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด ๐—”๐—ณ๐—ฟ๐—ถ๐—ฐ๐—ฎ๐—ป ๐—ข๐—ฝ๐—ฒ๐—ฟ๐—ฎ๐˜๐—ผ๐—ฟ ย  For telecom operators, evolving fraud threats put both revenues and customer trust at stake - making effective detection and investigation essential. ย  Subex has secured a three-year engagement with a leading African mobile operator to deploy HyperSense Fraud Management across communications and mobile money operations. ย  Combining AI with deep telecom domain intelligence, HyperSense will help the operator strengthen fraud detection and investigation, protecting its revenues and customers. ย  This engagement extends Subexโ€™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. ย  Read more โ†’ hubs.ly/Q04zJYBS0 ย  #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. ๐—ฆ๐˜‚๐—ฏ๐—ฒ๐˜… ๐—›๐—ฎ๐—ป๐—ฑ๐˜€๐—ฒ๐˜ ๐—™๐—ฟ๐—ฎ๐˜‚๐—ฑ๐—ญ๐—ฎ๐—ฝโ„ข 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 decisionsย - block, review or allow -ย before the device is shipped and the loss occurs. Detect anomalies. Score risk. Stop abuse. See how Handset FraudZapโ„ข 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 - weโ€™re looking forward to conversations around whatโ€™s next for wholesale. ย  Meet Nilanjan Kanjilal and Arjun Ishan in London, 13โ€“15 October, and talk to us about: โ€ข AI agents across billing, fraud and assurance โ€ข Connecting traffic, revenue and risk data โ€ข Finding and resolving settlement variances faster โ€ข Modernising wholesale operations for greater flexibility ย  ๐Ÿ“Premium Meeting Table T23, Peninsula Ballroom | Ground Floor ย  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. ย  We just saw what fixing that looks like at real scale: ๐—ฎ ๐—บ๐—ฎ๐—ท๐—ผ๐—ฟ ๐—”๐—ฃ๐—”๐—– ๐—ผ๐—ฝ๐—ฒ๐—ฟ๐—ฎ๐˜๐—ผ๐—ฟ ๐˜€๐—ฒ๐—น๐—ฒ๐—ฐ๐˜๐—ฒ๐—ฑ ๐—ฆ๐˜‚๐—ฏ๐—ฒ๐˜… 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. ย  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. ย  Full story on the PEM AI Agents in action - hubs.ly/Q04z76NX0 ย  #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. โ  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. โ  Subex brings these partner operations onto a unified wholesale platform, with AI integral to the product strategy and less dependence on vendor-led change. โ  If renewal, operating cost or agility is on your agenda, letโ€™s talk at Capacity Europe. โ  Book time with Nilanjan Kanjilal or Arjun Ishan: hubs.ly/Q04z0sfh0 โ  #Subex #WholesaleBilling #TelecomAI #AIAgents #CapacityEurope #NewPossibilitiesNowPossible
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Every fraudulent handset order adds up: ๐—ฎ ๐—น๐—ผ๐˜€๐˜ ๐—ฑ๐—ฒ๐˜ƒ๐—ถ๐—ฐ๐—ฒ, ๐—ฏ๐—ฎ๐—ฑ ๐—ฑ๐—ฒ๐—ฏ๐˜, ๐—ฎ๐—ป๐—ฑ ๐—ต๐—ผ๐˜‚๐—ฟ๐˜€ ๐—ผ๐—ณ ๐—ถ๐—ป๐˜ƒ๐—ฒ๐˜€๐˜๐—ถ๐—ด๐—ฎ๐˜๐—ถ๐—ผ๐—ป that could have been spent elsewhere. ย  Handset fraud is the #1 high value fraud type globally, growing ๐Ÿญ๐Ÿฎ% year on year, and with new device prices going up significantly with every launch, this fraud type becomes very critical to arrest and address. ย  ๐—ฆ๐˜‚๐—ฏ๐—ฒ๐˜… ๐—›๐—ฎ๐—ป๐—ฑ๐˜€๐—ฒ๐˜ ๐—™๐—ฟ๐—ฎ๐˜‚๐—ฑ๐—ญ๐—ฎ๐—ฝโ„ข helps fraud and finance teams catch high-risk orders before the device ships or gets handed over, not after the loss has already happened. ย  See how Handset FraudZapโ„ข helps stop handset fraud before fulfilment. hubs.ly/Q04yJ1qV0 ย  #Subex #HandsetFraud #Telecom #FraudManagement #TelecomFraud #NewPossibilitiesNowPossible
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๐—œ๐—ป ๐˜„๐—ต๐—ผ๐—น๐—ฒ๐˜€๐—ฎ๐—น๐—ฒ ๐—ณ๐—ถ๐—ฏ๐—ฟ๐—ฒ, ๐—ฟ๐—ฒ๐˜ƒ๐—ฒ๐—ป๐˜‚๐—ฒ ๐—ฐ๐—ฎ๐—ป ๐˜€๐—น๐—ถ๐—ฝ ๐˜๐—ต๐—ฟ๐—ผ๐˜‚๐—ด๐—ต ๐˜๐—ต๐—ฒ ๐—ด๐—ฎ๐—ฝ๐˜€ ๐—ฏ๐—ฒ๐˜๐˜„๐—ฒ๐—ฒ๐—ป ๐˜„๐—ต๐—ฎ๐˜โ€™๐˜€ ๐—ฐ๐—ผ๐—ป๐˜๐—ฟ๐—ฎ๐—ฐ๐˜๐—ฒ๐—ฑ, ๐˜„๐—ต๐—ฎ๐˜โ€™๐˜€ ๐—ฑ๐—ฒ๐—น๐—ถ๐˜ƒ๐—ฒ๐—ฟ๐—ฒ๐—ฑ ๐—ฎ๐—ป๐—ฑ ๐˜„๐—ต๐—ฎ๐˜ ๐—ด๐—ฒ๐˜๐˜€ ๐—ฏ๐—ถ๐—น๐—น๐—ฒ๐—ฑ. Unbilled services, incorrect charges, contract mismatches and in-flight orders can remain hidden when service, contract and billing data donโ€™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. Weโ€™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. ย  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. ย  ๐—ฆ๐˜‚๐—ฏ๐—ฒ๐˜… ๐—ถ๐—ป๐˜ƒ๐—ฒ๐˜€๐˜๐—ถ๐—ด๐—ฎ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—ฎ๐—ด๐—ฒ๐—ป๐˜๐˜€ work across telecom-specific signals and operational playbooks to return reasoning, evidence and a recommended next step, with material decisions staying with people. ย  Thatโ€™s one of the conversations weโ€™re bringing to Capacity - a Europe. ย  Book a 1:1 meeting:ย - hubs.ly/Q04ycrZz0 ย  #Subex #CapacityEurope #AIAgents #TelecomAI #PartnerEcosystem #NewPossibilitiesNowPossible
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๐—” ๐— ๐—ฎ๐—ท๐—ผ๐—ฟ ๐—”๐—ฃ๐—”๐—– ๐—ข๐—ฝ๐—ฒ๐—ฟ๐—ฎ๐˜๐—ผ๐—ฟ ๐—™๐˜‚๐˜๐˜‚๐—ฟ๐—ฒ-๐—ฃ๐—ฟ๐—ผ๐—ผ๐—ณ๐˜€ ๐—œ๐˜๐˜€ ๐—ฃ๐—ฎ๐—ฟ๐˜๐—ป๐—ฒ๐—ฟ ๐—˜๐—ฐ๐—ผ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ ๐˜„๐—ถ๐˜๐—ต ๐—ฆ๐˜‚๐—ฏ๐—ฒ๐˜… 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 ๐˜‚๐—ป๐—ถ๐—ณ๐—ถ๐—ฒ๐—ฑ ๐—ณ๐—ผ๐˜‚๐—ป๐—ฑ๐—ฎ๐˜๐—ถ๐—ผ๐—ป 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 - ๐˜„๐—ถ๐˜๐—ต๐—ผ๐˜‚๐˜ ๐—ฏ๐—ฒ๐—ถ๐—ป๐—ด ๐—ฐ๐—ผ๐—ป๐˜€๐˜๐—ฟ๐—ฎ๐—ถ๐—ป๐—ฒ๐—ฑ ๐—ฏ๐˜† ๐—น๐—ฒ๐—ด๐—ฎ๐—ฐ๐˜† ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ๐˜€. 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.ย  ย  It builds through invoice mismatches, settlement delays, disputes and unresolved variances that surface too late. ย  Subex ๐—ฃ๐—˜๐— ย 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.ย  ย  The shift is from reacting after the fact to using AI-guided context to decide where action matters most. ย  Learn More at Subex PEM Agents - hubs.ly/Q04y130G0 ย  #Subex #PartnerEcosystem #PartnerMargin #WholesaleBilling #AIAgents #NewPossibilitiesNowPossible
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The cost of disconnected wholesale systems shows up between the systems, not inside them. ย  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. ย  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. ย  Weโ€™ll be discussing this at Capacity Europe, 13โ€“15 October. ย  Meet Nilanjan Kanjilal and Arjun Ishan:ย hubs.ly/Q04xXyHj0 ย  #Subex #CapacityEurope #WholesaleBilling #TelecomAI #AIAgents #NewPossibilitiesNowPossible
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