Signature Intelligence: Why the Market Is Moving from Rules to Models According to IBM X-Force and multiple cyber-risk reports, more than 60% of modern attacks and fraud schemes exploit legitimate channels and standard traffic behavior. This reality fundamentally challenges rule-based systems. Static signatures decay faster than they can be updated. As a result, network analytics is shifting toward behavioral modeling. Solutions built on AI-driven anomaly detection in telecom environments are experiencing sustained double-digit growth precisely because rule-based architectures are reaching structural limits. A modern “signature” is no longer a binary match. It is a behavioral construct — incorporating sequence, frequency, context, and deviation from baseline norms. This represents a different analytical paradigm. At 7Generation, we see signature intelligence not as a reactive tool, but as a mechanism for early understanding and systemic control. In complex network environments, advantage does not belong to those who update rule sets faster. It belongs to those whose models adapt to changing behavior. This is where the next stage of network infrastructure evolution begins.
7Generation
IT Services and IT Consulting
Vendor-agnostic data intelligence for providers & public sector institutions
About us
7Generation is a unique deep-tech company with international expertise, specializing in high-load systems and solving complex technological challenges for clients worldwide
- Website
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https://7generation.net
External link for 7Generation
- Industry
- IT Services and IT Consulting
- Company size
- 501-1,000 employees
- Headquarters
- Astana
- Type
- Privately Held
- Specialties
- Telecommunication, Data Analysis, Security as a Service, and Quality of Service
Locations
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Primary
Get directions
2/1 Momyshuly avenue
Astana, KZ
Employees at 7Generation
Updates
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Excited to share that our article “The New Logic of Digital Security” has been published in the latest edition of SAMENA Trends (January–February 2026) - a leading industry publication covering telecom and digital transformation across the SAMENA region. Proud to contribute to the ongoing conversation on how digital security is evolving alongside new technologies and infrastructure. 📖 Read the full issue here: https://lnkd.in/dXGVQnbm 📍 Find us on pages 77–78
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DPI in a 90% Encrypted World: From Inspection to Intelligence Deep Packet Inspection has long been framed as a control tool. That framing is increasingly incomplete. In a world where more than 90% of traffic is encrypted, the classical DPI model - “read the packet and act” - loses relevance. What replaces it is not a diminished role, but a more sophisticated one. Modern DPI is less about inspection and more about inference. Less about blocking and more about modeling patterns. Increasingly, it relies on self-learning behavioral systems capable of extracting insight without direct content visibility. Industry analysts project sustained double-digit growth in network analytics and DPI solutions, driven by rising complexity in digital ecosystems and growing infrastructure risk. At 7Generation, we see DPI as the starting point for real visibility — and without visibility, control, monetization, and resilience remain out of reach. A modern network must understand what is happening, even when it cannot decrypt what is being said. That is where the next evolution of DPI begins.
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At Mobile World Congress 2026 in Barcelona we showcased our solutions for intelligent network traffic management. Our platforms help telecom operators significantly improve subscriber experience through advanced data analytics and machine learning. The solutions enable predictive network maintenance, infrastructure optimization, and a more personalized user experience. We also introduced our Digital Integrity & Safety Tech approach - using deep traffic analytics to simultaneously enhance network security and service quality. By analyzing network behavior and identifying anomalous patterns and automated activity, the technology allows operators to better understand traffic structure, optimize network capacity, and develop differentiated services. For subscribers, this means stronger protection against fraud directly at the network level - without installing additional applications. For operators, it means reduced fraud losses and new opportunities to offer secure, verified, and high-quality connectivity.
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Today is the final day of MWC Barcelona 2026! It was a pleasure meeting so many of you, exchanging ideas, and having inspiring conversations. The event has been full of great energy, interesting people, and exciting opportunities. We are also happy to congratulate MWC on 20 years in Barcelona and 40 years overall - an incredible milestone for one of the world’s leading tech events🥳 Thank you to everyone who stopped by it was great connecting with you. Looking forward to staying in touch! ✨
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It’s going good craaazy at MWC 2026 🚀 Non-stop meetings, bold ideas, powerful conversations - the energy here is unreal. Come find us at Hall 5, Stand 5G21 👀 Let’s connect, talk tech, and make things happen. See you there 🤝 #MWC2026 #Innovation #Networking #Tech
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Vanrise and 7Generation Sign Strategic MoU at Mobile World Congress 2026 Barcelona, Spain – March 2, 2026 – At Mobile World Congress 2026 in Barcelona, Vanrise and 7Generation signed a Memorandum of Understanding (MoU), formalizing a strategic partnership aimed at further strengthening telecom data intelligence and regulatory-grade digital infrastructure solutions. The agreement builds on an active collaboration that evolved throughout 2025, during which both companies aligned their technological expertise and market strategy. The MoU marks the next step in that relationship — focused on accelerating innovation while reinforcing the robust capabilities already delivered by each entity to operators and regulatory authorities worldwide. Under the partnership, the companies will collaborate on enhancing advanced telecom software platforms, high-capacity data environments, and intelligent network visibility frameworks. The objective is not to redefine existing solutions, but to elevate performance, scalability, and analytical depth to meet the growing complexity of global telecom markets. For telecom operators, stronger data intelligence directly supports revenue protection, fraud mitigation, optimized network investments, and more efficient resource utilization. For regulators and government institutions, enhanced oversight capabilities contribute to improved fiscal transparency, more accurate sector monitoring, and stronger governance of national telecom assets, all while reducing operational burdens and increasing institutional efficiency. Ms. Dana El Bizri, Global Alliances and Channels Manager at Vanrise, commented: “Vanrise has long delivered comprehensive OSS/BSS, fraud management, and regulatory monitoring platforms across multiple international markets. Our collaboration with 7Generation builds on this strong foundation. By combining complementary strengths, we are further enhancing the performance and resilience of our solutions in ways that create tangible financial and operational value for operators and regulators alike.” Vanrise is a global telecom software provider delivering OSS/BSS platforms, wholesale revenue management systems, revenue assurance, fraud detection, and digital regulatory solutions. With decades of experience supporting telecom operators and authorities, the company focuses on developing secure, scalable infrastructure technologies aligned with long-term digital transformation strategies. 7Generation is an international technology company specializing in telecom data analytics, high-load software systems, and intelligent network monitoring platforms designed for complex telecom environments. By formalizing their partnership at Mobile World Congress 2026, Vanrise and 7Generation reaffirm their shared commitment to practical innovation, advancing digital infrastructure in a way that strengthens performance, safeguards revenues, and supports sustainable growth across the global telecom ecosystem.
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MWC Barcelona is almost here - just around the corner! ⚡️ The countdown is on, the energy is building, and 7Generation is getting ready to take over Barcelona. 📍 Booth 5G21 Let’s connect. Let’s talk. Let’s build what’s next. If you’re heading to MWC - don’t miss us. See you very, very soon 🚀 #MWC #MWCBarcelona #7Generation #Tech #Telecom #Innovation
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7Generation at MWC Barcelona: Rethinking Network Analytics In a few weeks, the 7Generation team will be at MWC Barcelona! According to GSMA estimates, by 2030 the digital economy will account for more than 20% of global GDP. At the same time, over 90% of internet traffic is already encrypted. The implication is straightforward: telecom infrastructure is no longer merely a data transport layer. It has become part of the economic control plane. This shift changes the agenda. The discussion is no longer confined to bandwidth or base station density. The real questions now concern observability, controllability, and the network’s ability to functions as a trusted decision-making environment. At MWC, 7Generation will address how networks evolve into decision systems - through next-generation DPI, signature intelligence, and behavioral analytics in encrypted environments. If you view infrastructure not as an IT deployment, but as an economic layer, we should speak in Barcelona. We look forward to welcoming you at our booth: 5G21!
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🌍 Key Highlights of 2025 As 2025 comes to a close, we at 7Generation are proud to reflect on a year of significant achievements. This year, we expanded our reach to over 30 countries, participated in 14 international exhibitions, and completed 35 business trips, connecting with partners and clients around the globe. Along the way, we discovered new opportunities and look forward to even greater results in the year ahead. We want to extend our heartfelt thanks to all our partners and clients for a productive and inspiring year. The year ahead promises to be even more exciting, and we can’t wait to achieve new milestones together! 🎉 #7Generation #Recap