Subex

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

[Subex @subex]

Telecom operators are deploying AI agents that autonomously approve product decisions, offers, discounts, and trigger campaign decisions every single day.

But here's the problem nobody is talking about yet. When those agents act, there is no audit trail. No oversight layer. No way for the CFO - or the regulator - to know whether any of those decisions went outside the parameters they were supposed to follow.

The AI acted. Money moved. Nobody checked.

This is the governance gap at the heart of AI transformation in telecom. And it's exactly the problem the "Architecture of Autonomy" is designed to solve.

Connected AI agents - trained on domain SOPs across fraud management and business assurance - that don't just act, but document every step. Every decision comes with a reasoning chain, a confidence score, and a full audit trail for humans to review and approve.

Autonomous. Accountable. Built for the scale telecom demands.

We're bringing this conversation to DTW Ignite 2026, Copenhagen

If you are attending DTW Ignite let’s connect. https://t.co/VNMsEn4JoH

23–25 June 2026 | Bella Center, Copenhagen, Denmark

#ArchitectureOfAutonomy #DTWIgnite #TelecomAI #AIAgents #Subex #NewPossibilitiesNowPossible

[Subex @subex]

AI in telecom is entering a new phase.

Historically, CSPs have relied on rules, dashboards, and ML model-driven alerts to detect fraud, leakage, and operational anomalies. But detection alone is no longer enough.

The next advantage lies in how quickly teams can understand risk, connect signals across systems, investigate exceptions, and move from insight to action.

That is the idea behind the 𝗦𝘂𝗯𝗲𝘅 𝗔𝗜 𝗖𝗼𝗻𝘁𝗶𝗻𝘂𝘂𝗺.

It brings together supervised 𝗠𝗟 𝗺𝗼𝗱𝗲𝗹𝘀, 𝗲𝗺𝗯𝗲𝗱𝗱𝗶𝗻𝗴𝘀, 𝗚𝗲𝗻𝗔𝗜, 𝗮𝗻𝗱 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜 to help telecom teams progress from reactive detection to predictive intelligence and AI-guided execution. The focus is not just on finding issues faster, but on reducing investigation effort, improving decision quality, and enabling analysts to operate at a higher level of leverage.

In an environment where every delay can translate into revenue loss, margin pressure, or fraud exposure, AI must do more than assist. It must accelerate outcomes.

Explore how Subex is helping CSPs move from AI pilots to measurable business impact - book a 30-minute exploratory call with our in-house expert, Arundeep Sivaraj. https://t.co/S4OrB19s0Z

#AIContinuum #TelecomAI #AgenticAI #GenAI #FraudManagement #BusinessAssurance #Subex

[Subex @subex]

When technology works flawlessly, it often goes unnoticed. What remains unseen are the countless hours of problem-solving, innovation, and dedication that make reliability possible.

In this episode of New possibilities Now possible, we meet Nandini Thippannagari, Senior Software Engineer – EPD Development Support at Subex, who shares her journey, the challenges she tackles, and the impact of her work in ensuring seamless product development and support.

From solving complex technical issues to enabling operational excellence, Nandini offers a glimpse into the expertise, collaboration, and commitment that drive innovation behind the scenes.

Watch the full conversation and get to know the people who make new possibilities possible every day.

#LifeAtSubex #EmployeeSpotlight #Telecom #WomenInTech #TechCareers #Innovation #NewPossibilitiesNowPossible

[Subex @subex]

Every assurance outcome - every accurate bill, every settled partner invoice, every fraud alert that proves actionable - depends on one thing that rarely gets its own headline: 𝗧𝗵𝗲 𝗾𝘂𝗮𝗹𝗶𝘁𝘆 𝗼𝗳 𝘁𝗵𝗲 𝗱𝗮𝘁𝗮 𝘂𝗻𝗱𝗲𝗿𝗻𝗲𝗮𝘁𝗵 𝗶𝘁.

𝗜𝗻𝗮𝗰𝗰𝘂𝗿𝗮𝘁𝗲 𝗻𝗲𝘁𝘄𝗼𝗿𝗸 𝗱𝗮𝘁𝗮 creates billing errors before the bill is ever generated. 𝗠𝗶𝘀𝗮𝗹𝗶𝗴𝗻𝗲𝗱 𝗽𝗿𝗼𝗱𝘂𝗰𝘁 𝗰𝗮𝘁𝗮𝗹𝗼𝗴𝘂𝗲 𝗱𝗮𝘁𝗮 triggers incorrect charges downstream.

𝗦𝘁𝗮𝗹𝗲 𝗿𝗲𝗳𝗲𝗿𝗲𝗻𝗰𝗲 𝗱𝗮𝘁𝗮 causes reconciliation failures that take weeks to trace and resolve.

𝗗𝗮𝘁𝗮 𝗜𝗻𝘁𝗲𝗴𝗿𝗶𝘁𝘆 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 isn't a back-office housekeeping task. It's the foundation on which every assurance function - fraud detection, revenue reconciliation, partner settlement - either stands or fails.

Operators who treat data integrity as a precondition for assurance - rather than an afterthought - experience measurably fewer downstream exceptions. Less dispute volume. Faster month-end close. More reliable analytics.

𝗦𝘂𝗯𝗲𝘅'𝘀 𝗗𝗮𝘁𝗮 𝗜𝗻𝘁𝗲𝗴𝗿𝗶𝘁𝘆 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 capability addresses this at the source - ensuring the data that flows through assurance processes is consistent, complete, and trusted.

Because when the data is right, everything else works better.
Read more: https://t.co/1UsECcZcqg

#DataIntegrity #BusinessAssurance #TelecomOperations #RevenueAccuracy #Subex #NewPossibilitiesNowPossible

[Subex @subex]

As MVNOs expand across digital onboarding, prepaid models, multi-market operations, and partner-led ecosystems, fraud risks can quickly impact margins, customer trust, and operational efficiency.

Traditional fraud platforms can be too heavy for many MVNO business models. FraudZap™ by Subex offers a lightweight, modular approach built for MVNO economics, helping operators strengthen fraud response without added complexity.

At MVNOs World 2026, Subex will be discussing how FraudZap™ can help MVNOs detect fraud faster, protect margins across high-risk journeys, and deploy modular AI-led fraud capabilities based on business needs.

Arundeep Sivaraj, Director - Business Consulting, and Nilanjan Kanjilal, Regional Vice President - Sales, will be attending MVNOs World 2026.

Connect with Subex in Amsterdam to explore FraudZap™ for the MVNO segment.

#MVNO #MVNE #MVNOsWorld26 #Telecommunications #Fraud #NewPossibilitiesNowPossible #Subex

[Subex @subex]

𝗘𝗶𝗱 𝗮𝗹-𝗔𝗱𝗵𝗮 is a reminder of the values that continue to bring people and communities together - gratitude, compassion, trust, and shared purpose.

In a world being rapidly reshaped by 𝗔𝗜 𝗮𝗻𝗱 𝘁𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝘆, these values matter more than ever. Because true progress is not defined by innovation alone, but by how meaningfully it improves lives, strengthens connections, and creates lasting impact.

At Subex, our journey as an AI-first organization is rooted in this belief - using intelligence responsibly to solve complex challenges, enable trust, and help build more resilient digital ecosystems for the future.

This Eid al-Adha, we celebrate the spirit of togetherness, reflection, and the power of collective progress.

𝗘𝗶𝗱 𝗮𝗹-𝗔𝗱𝗵𝗮 𝗠𝘂𝗯𝗮𝗿𝗮𝗸 𝘁𝗼 𝗮𝗹𝗹 𝘁𝗵𝗼𝘀𝗲 𝗰𝗲𝗹𝗲𝗯𝗿𝗮𝘁𝗶𝗻𝗴!

#EidAlAdha #EidMubarak2026 #AIDriven #Telecom #DigitalTransformation #NewPossibilitiesNowPossible

[Subex @subex]

Telecom is evolving. AI is redefining how businesses think, operate, and create impact.

𝗜𝗻 𝗘𝗽𝗶𝘀𝗼𝗱𝗲 𝟬𝟮 𝗼𝗳 𝗡𝗲𝘄 𝗣𝗼𝘀𝘀𝗶𝗯𝗶𝗹𝗶𝘁𝗶𝗲𝘀. 𝗡𝗼𝘄 𝗣𝗼𝘀𝘀𝗶𝗯𝗹𝗲., Arundeep Sivaraj, Director - Business Consulting at Subex, shares perspectives on AI, telecom transformation, and turning complex challenges into meaningful business outcomes.

Watch this short glimpse from the conversation.

For the full discussion, head over to our YouTube channel. https://t.co/8T8Csfsmqk , Watch the full episode now.

#Subex #ArtificialIntelligence #Telecom #DigitalTransformation #EnterpriseAI #AITransformation #NewPossibilitiesNowPossible

[Subex @subex]

The MVNO landscape continues to evolve rapidly, bringing new opportunities for growth, innovation, and customer engagement - but also new challenges around fraud, risk, revenue protection, and operational efficiency.

The Subex team will be attending MVNOs World Congress 2026, and we're looking forward to connecting with 𝗠𝗩𝗡𝗢𝘀, 𝗠𝗡𝗢𝘀, 𝗠𝗩𝗡𝗘𝘀, 𝗮𝗻𝗱 𝗲𝗰𝗼𝘀𝘆𝘀𝘁𝗲𝗺 𝗽𝗮𝗿𝘁𝗻𝗲𝗿𝘀 𝘁𝗼 𝗲𝘅𝗰𝗵𝗮𝗻𝗴𝗲 𝗽𝗲𝗿𝘀𝗽𝗲𝗰𝘁𝗶𝘃𝗲𝘀 on the trends shaping the industry.

At MVNOs World 2026, we look forward to conversations around:
- Protecting MVNO margins with lightweight AI built to address multiple fraud use cases.
- Identifying emerging fraud and risk challenges across hosted MVNO ecosystems to support safer growth.
- Exploring OEM and referral-led models to deliver focused fraud protection to MVNO customers through ecosystem partnerships.

Arundeep Sivaraj, Director - Business Consulting, and Nilanjan Kanjilal, Regional Vice President - Sales, will be attending MVNOs World 2026.

#MVNO #MVNE #MVNOsWorld26 #Telecommunications #Fraud #NewPossibilitiesNowPossible #Subex

[Subex @subex]

Some problems don't come with labels. They come with signals. Patterns. Noise. And a lot of unanswered questions.

This role is for someone who enjoys making sense of that complexity.

You'll build across Machine Learning, LLMs, NLP, and predictive models -turning data into decisions, insights into action, and ideas into products.

We're not looking for someone who wants to train a model and move on.

We're looking for someone curious enough to keep asking questions, experimental enough to try new approaches, and practical enough to build solutions that work in the real world.

Strong Python, SQL, and AI/ML fundamentals are essential. Experience with cloud platforms and MLOps is a plus.

At Subex, we're building AI-first products for the future of telecom and digital trust. If you like solving problems that don't have obvious answers, you'll fit right in.

📍 Bangalore
📩 [email protected]

#Hiring #DataScientist #NewPossibilitiesNowPossible #MachineLearning #LLM #Subex

[Subex @subex]

What does it take to turn ideas into AI-driven business impact?

𝗜𝗻 𝗘𝗽𝗶𝘀𝗼𝗱𝗲 𝟮 𝗼𝗳 𝗡𝗲𝘄 𝗣𝗼𝘀𝘀𝗶𝗯𝗶𝗹𝗶𝘁𝗶𝗲𝘀. 𝗡𝗼𝘄 𝗣𝗼𝘀𝘀𝗶𝗯𝗹𝗲., we speak with Arundeep Sivaraj, Director – Business Consulting at Subex, about the evolving role of AI, telecom transformation, and solving complex industry challenges with intelligence-first thinking.

From consulting and strategy to enabling real-world outcomes, the conversation explores how innovation becomes meaningful only when it creates measurable impact.

Because at Subex, the future isn’t just imagined. 𝗜𝘁’𝘀 𝗲𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗲𝗱.

Watch Episode 2: “𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗔𝗜-𝗙𝗶𝗿𝘀𝘁 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀 𝗧𝗵𝗮𝘁 𝗖𝗿𝗲𝗮𝘁𝗲 𝗥𝗲𝗮𝗹 𝗜𝗺𝗽𝗮𝗰𝘁.”

#TelecomAI #AITransformation #DigitalTransformation #TelecomInnovation #NewPossibilitiesNowPossible #Subex

[Subex @subex]

Most operators can reconcile billing. Few can trace revenue across its full lifecycle.

In an AI-powered telecom stack, 360° visibility means correlating usage events, rating outputs, invoice generation, and partner settlements in real time across every product, channel, and partner.

It’s how you expose delayed records, settlement gaps, and dispute triggers before they scale into losses. If your revenue view stops at billing, you’re already missing margin.

Re-architect visibility with intelligent partner management.
Learn more: https://t.co/APyh0eLbte

#NewPossibilitiesNowPossible #PartnerEcosystemManagement #B2BBilling #TelecomAI #Subex

[Subex @subex]

𝗧𝗲𝗹𝗲𝗰𝗼𝗺 𝗵𝗮𝘀 𝗮𝗹𝘄𝗮𝘆𝘀 𝗯𝗲𝗲𝗻 𝗺𝗼𝗿𝗲 𝘁𝗵𝗮𝗻 𝗰𝗼𝗻𝗻𝗲𝗰𝘁𝗶𝘃𝗶𝘁𝘆.
It is the backbone of how industries operate, economies move, businesses scale, and people stay connected in real time.

And over the years, telecom hasn’t stood still. 𝗜𝘁 𝗵𝗮𝘀 𝗲𝘃𝗼𝗹𝘃𝗲𝗱 - becoming faster, more intelligent, more secure, and far more critical to the digital world around us. But the next shift is already here.

𝗡𝗲𝘁𝘄𝗼𝗿𝗸𝘀 𝘁𝗼𝗱𝗮𝘆 𝗮𝗿𝗲 𝗲𝘅𝗽𝗲𝗰𝘁𝗲𝗱 𝘁𝗼 𝗱𝗼 𝗺𝗼𝗿𝗲 𝘁𝗵𝗮𝗻 𝗰𝗮𝗿𝗿𝘆 𝗱𝗮𝘁𝗮. They need to detect threats faster, reduce risk intelligently, adapt in real time, and support an increasingly complex digital ecosystem.

That’s the future we’re building for at Subex. For nearly 𝟯𝟬 𝘆𝗲𝗮𝗿𝘀, we’ve evolved alongside the telecom industry - continuously rethinking how technology can solve some of its most complex challenges.

Today, as an AI-first organization, we’re building systems powered by GenAI and intelligent automation - designed not just for the networks of today, but for the telecom ecosystems of tomorrow.

Because the future of telecom will belong to networks that can learn, adapt, decide, and act in real time.

𝗧𝗵𝗶𝘀 𝗪𝗼𝗿𝗹𝗱 𝗧𝗲𝗹𝗲𝗰𝗼𝗺𝗺𝘂𝗻𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗜𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻 𝗦𝗼𝗰𝗶𝗲𝘁𝘆 𝗗𝗮𝘆, we celebrate the technology, innovation, and people driving telecom forward - and the new possibilities being built every day.

#WorldTelecommunicationDay #TelecomAI #GenAI #DigitalTrust #TelecomInnovation #NewPossibilitiesNowPossible

[Subex @subex]

A strong close to TARS Africa 2026 @Fextons in Nairobi.

The Subex team in Nairobi had the opportunity to connect with telecom leaders across Africa and exchange perspectives on the priorities shaping the industry, from fraud and insider threats to 𝗔𝗜-𝗹𝗲𝗱 𝗮𝘀𝘀𝘂𝗿𝗮𝗻𝗰𝗲, 𝗿𝗲𝘃𝗲𝗻𝘂𝗲 𝗶𝗻𝘁𝗲𝗴𝗿𝗶𝘁𝘆, 𝗮𝗻𝗱 𝗼𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗿𝗲𝘀𝗶𝗹𝗶𝗲𝗻𝗰𝗲.

The conversations reinforced a clear message: as CSPs scale digital services, mobile money, and partner ecosystems, stronger fraud controls, faster investigation, and proactive assurance will be critical to protecting growth.

Thank you to everyone who connected with us at TARS Africa 2026. We look forward to continuing these conversations beyond Nairobi.

#TARSAfrica2026 #AfricaTelecom #FraudManagement #BusinessAssurance #Subex #NewPossibilitiesNowPossible

[Subex @subex]

Most organizations don’t lack AI. 𝗧𝗵𝗲𝘆 𝗹𝗮𝗰𝗸 𝗽𝗿𝗼𝗴𝗿𝗲𝘀𝘀𝗶𝗼𝗻.

Subex defines AI not as a single capability, but as a 4-stage journey -

𝗥𝗲𝗮𝗰𝘁𝗶𝘃𝗲: Rule-based controls that catch known issues.

𝗔𝘂𝗴𝗺𝗲𝗻𝘁𝗲𝗱: ML and GenAI that help teams detect, explain, and analyse faster.

𝗔𝗴𝗲𝗻𝘁𝗶𝗰: AI agents become part of the operating system, executing defined workflows such as investigation, evidence gathering, case progression, and assurance checks under human guidance.

𝗔𝘂𝘁𝗼𝗻𝗼𝗺𝗼𝘂𝘀: The system itself becomes AI-led, managing day-to-day decisions within guardrails, while humans supervise exceptions, risk, and strategy.
Each stage changes how teams detect risk, handle volume, and make decisions.

Where is your organization today?

#AIContinuum #AgenticAI #DigitalTransformation #MachineLearning #Telecom #NewPossibilitiesNowPossible

[Subex @subex]

Fraud doesn’t wait. Neither do we.

Inside Subex’s Fraud Innovation Lab, we’re building AI agents that don’t just flag anomalies - 𝘁𝗵𝗲𝘆 𝗶𝗻𝘃𝗲𝘀𝘁𝗶𝗴𝗮𝘁𝗲, 𝗱𝗲𝗰𝗶𝗱𝗲, 𝗮𝗻𝗱 𝗮𝗰𝘁.

This role is for someone who can go end-to-end: design, build, deploy. Own the architecture, model logic, APIs, and outcomes.

If you know your way around agentic frameworks, LLMs, and real-time risk systems and you’d rather build from first principles than inherit someone else’s workarounds - 𝘁𝗵𝗶𝘀 𝗼𝗻𝗲’𝘀 𝗳𝗼𝗿 𝘆𝗼𝘂.

This role is designed for people who thrive in dynamic environments, enjoy exploring new ideas, learning at speed, adapting quickly, and creating impact through continuous experimentation and innovation.

3–5 years in ML / GenAI engineering. Strong Python. Solid fundamentals. The rest, we build together.

📍Bangalore
📩[email protected]

#Hiring #GenAI #FraudDetection #AIEngineering #Telecom #AgenticAI #NewPossibilitiesNowPossible

[Subex @subex]

TARS Africa 2026 is almost here.

Subex will be in Nairobi to connect with telecom leaders on some of the priorities shaping the industry across African markets - from insider threats and fraud to AI-led assurance and stronger operational outcomes.

If your focus is on improving fraud response, strengthening internal controls, reducing leakage, or applying AI more effectively across telecom operations, we would be glad to connect.

Ajit Kumar, Regional Vice President Sales, Africa, and Subrat Saurabh, Business Development Director, Africa, will be at TARS Africa 2026.

We look forward to the conversations ahead in Nairobi. https://t.co/DrjzTQnu37

#TARSAfrica2026 #TelecomAI #FraudManagement #BusinessAssurance #AfricaTelecom #NewPossibilitiesNowPossible

[Subex @subex]

Revenue leakage does not always appear as a major billing failure.

It often starts quietly through mismatched usage records, delayed mediation, configuration gaps, free-of-charge usage, or partner settlement misalignment.

By the time traditional audits find it, the revenue impact has already happened.

AI-driven Business Assurance changes that cycle. It helps telcos continuously correlate usage, mediation, billing, charging, and partner data to identify leakage signals earlier and act before losses scale.

The shift is simple: from finding leakage after the fact to seeing it as it forms.

See how Subex HyperSense helps telcos move toward proactive leakage detection. https://t.co/vZ6pfH891B

#BusinessAssurance #TelecomAI #RevenueProtection #TelecomLeakage #NewPossibilitiesNowPossible

[Subex @subex]

Before we learned to navigate complexity, build trust, or create meaningful impact - we experienced these values in their purest form. 𝗧𝗵𝗿𝗼𝘂𝗴𝗵 𝗼𝘂𝗿 𝗺𝗼𝘁𝗵𝗲𝗿𝘀.

The quiet resilience behind every challenge. The instinct to care deeply. The ability to make possibilities feel endless.

These aren't just human values. They're the foundation of everything worth building.

𝗧𝗼𝗱𝗮𝘆 𝘄𝗲 𝗰𝗲𝗹𝗲𝗯𝗿𝗮𝘁𝗲 𝘁𝗵𝗲 𝘄𝗼𝗺𝗲𝗻 𝘄𝗵𝗼𝘀𝗲 𝘀𝘁𝗿𝗲𝗻𝗴𝘁𝗵, 𝘃𝗶𝘀𝗶𝗼𝗻, 𝗮𝗻𝗱 𝘂𝗻𝗰𝗼𝗻𝗱𝗶𝘁𝗶𝗼𝗻𝗮𝗹 𝗹𝗼𝘃𝗲 𝗰𝗼𝗻𝘁𝗶𝗻𝘂𝗲 𝘁𝗼 𝗶𝗻𝘀𝗽𝗶𝗿𝗲 𝗻𝗲𝘄 𝗽𝗼𝘀𝘀𝗶𝗯𝗶𝗹𝗶𝘁𝗶𝗲𝘀 - 𝗲𝘃𝗲𝗿𝘆 𝘀𝗶𝗻𝗴𝗹𝗲 𝗱𝗮𝘆.

#MothersDay2026 #HappyMothersDay #CelebrateMoms #Subex #NewPossibilitiesNowPossible

[Subex @subex]

Most AI conversations in telecom still focus on tools.

At TARS Africa 2026, connect with Subex to learn how AI can work as a continuum across fraud, leakage, and operational bottlenecks. The focus is simple: helping telcos move from disconnected AI efforts to practical, outcome-led impact across fraud and assurance, including:

🔸+40–95% detection uplift
🔸+25% additional anomaly coverage
🔸~50% faster analysis
🔸~3x analyst productivity

If AI-led fraud and assurance is on your agenda, let’s connect. https://t.co/srbdRWTi3k

#TARSAfrica2026 #AIinTelecom #FraudManagement #BusinessAssurance #Subex #NewPossibilitiesNowPossible