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TigerEye Introduces DuckDB.dart to Facilitate Information-Intensive App Improvement

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TigerEye Introduces DuckDB.dart to Facilitate Information-Intensive App Improvement


(PhotoJuli86/Shutterstock)

TigerEye Labs, an AI-powered planning and income administration platform, has introduced the open-source launch of DuckDB.dart, an open-source software that permits builders to construct and run data-intensive purposes extra effectively. 

DuckDB.dart, a local Dart API for DuckDB, allows builders to construct apps throughout varied cellular and desktop environments, together with iOS, Android, Linux, and Home windows.

As DuckDB.dart is particularly designed for analytical queries, it might probably deal with giant datasets and complicated queries extra effectively inside a single machine in comparison with different applied sciences like SQLite, which is geared extra towards general-purpose database administration.

With its excessive efficiency and the flexibility to deal with giant datasets domestically, DuckDB has seen speedy development lately, although it nonetheless presents a steep studying curve. Now, with TigerEye Labs creating the brand new DuckDB.dart API, the platform is changing into extra accessible and simpler to make use of for knowledge evaluation and simulation.

DuckDB.dart leverages DuckDB’s highly effective C APIs to deliver high-performance knowledge dealing with to Dart purposes. The platform’s columnar format improves effectivity for sure forms of queries. Mixed with the vectorized execution, the format permits for quicker downloads and environment friendly knowledge evaluation, whereas additionally minimizing reminiscence utilization on units. 

DuckDB was initially developed in 2019 by Mark Raasveldt and Hannes Mühleisen on the Centrum Wiskunde & Informatica (CWI) within the Netherlands. Initially, the founders didn’t anticipate their open-source venture to turn out to be so fashionable and well-recognized within the knowledge administration and analytics communities. Final month, DuckDB achieved 6.7 million downloads. 

“We’re delighted to see the discharge of DuckDB.dart as we imagine cellular platforms are the following large frontier for DuckDB,” says Hannes Mühleisen, CEO and co-founder at DuckDB Labs. “We’re grateful for TigerEye’s dedication to making a Dart API for DuckDB and making it open-source from the beginning. Being overtly accessible ensures that everybody can use this library, which aligns with our imaginative and prescient of making a free analytical database administration system that may be deployed wherever.”

Hannes Mühleisen is the chief of the CWI crew that created DuckDB and the CEO and co-founder of DuckDB Labs

Amid DuckDB’s spectacular development, Hannes Mühleisen has additionally been acknowledged as one in every of Datanami’s Individuals to Watch in 2024. Mühleisen instructed Datanami that he hopes “selecting DuckDB for knowledge processing will turn out to be a no brainer”. He additionally shared that the choice to not go for enterprise capital allowed DuckDB to develop steadily, with out the standard pressures of exterior funding. 

Ralph Gootee, CTO and co-founder of TigerEye, shared, “Our clients profit because the group helps enhance the software program. Open supply goes past simply serving our clients; it’s about offering worth to the world.”

In accordance with Gootee, DuckDB’s capacity to permit customers to carry out highly effective knowledge manipulation instantly inside the software, quite than on a server affords a key benefit in comparison with typical knowledge programs. He additionally believes with DuckDB built-in into Dart, there’s nice potential in creating high-performance enterprise software program that’s safer and environment friendly than present cloud choices. 

TigerEye’s funding in DuckDB and Dart underscores the corporate’s dedication to advancing expertise and bettering efficiency. The Android and iOS ports for DartDB.dart will guarantee dependable knowledge entry to gross sales groups on the go, enhancing their capacity to deal with real-time operational wants. 

DuckDB.dart additionally affords multi-threaded database assist that permits concurrent processing of database operations. The platform additionally options ready statements and appenders that optimize question efficiency by lowering the execution time for repeated queries. TigerEye will current DuckDB.dart at DuckCon #5 in Seattle.

Associated Gadgets 

Is Large Information Useless? MotherDuck Raises $47M to Show It

Who’s Profitable in Open Supply Information Tech

Databricks to Open Supply Unity Catalog

 

Questions on Agile Leaders? Get Solutions from Mike Cohn

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Questions on Agile Leaders? Get Solutions from Mike Cohn


I get requested large questions on agile management practically on daily basis. So I believed I’d seize three of probably the most generally requested questions and share fast solutions with you. (These solutions come from my YouTube shorts, which I publish weekly.)

What Is an Agile Chief?

Three qualities outline an agile chief.

First, agile leaders are comfy with uncertainty. They’re keen to listen to and say, “I don’t know.” They perceive not every thing will be acknowledged with certainty. This implies they will settle for it when a workforce says they’ll be achieved in 5 or 6 months.

Second, agile leaders information; they don’t command. An agile chief doesn’t inform individuals the precise steps to take to attain a objective. As a substitute, the agile chief creates a tradition of teamwork, transparency, and steady enchancment. This setting empowers workforce members to attain nice issues.

Third, agile leaders do much less however accomplish extra. Agile leaders are hardly ever a flurry of exercise. As a substitute, they encourage and encourage others to do extra of the appropriate issues.

Jazz nice Thelonious Monk was identified for leaving silence between the notes he performed. He stated, “What you do not play will be extra essential than what you do.”

Like Monk, an agile chief is aware of that what they don’t do–the place they go away house–will be extra essential than what they do.

How Do Agile Leaders Make the Case for Change?

Agile leaders know that the easiest way to steer others is to concentrate on one compelling cause for change. They don’t attempt to persuade individuals with a listing of advantages.

Let me clarify why. If you happen to inform me there are 4 causes I ought to make a change I don’t wish to make, I’m going to select the weakest of your 4 factors and argue about it. My argument could not persuade you, however I’ll persuade myself that I’ve parried that time. And with one much less level in favor of the change you wish to make, I’ll additionally persuade myself I can proceed resisting.

So, don’t attempt to persuade somebody with a listing of causes agile is best than what you’re doing at present. As a substitute, concentrate on one compelling cause.

Agile Leaders Create a Protected Setting for Studying

When workforce members are working towards a brand new ability, good agile leaders know they’ve one large job to do to ensure workforce members really feel protected to study. That job? Making certain workforce members know that their efforts matter greater than the outcomes.

A groups’ efforts at studying new abilities ought to be thought-about experiments or trials. Extra essential than succeeding on the new ability is making an attempt till they do succeed.

Set life like targets. Handle expectations of how a lot a workforce can accomplish of their early sprints.

Need Extra Fast Solutions to Huge Questions?

Comply with me on YouTube, the place I create weekly quick movies that reply the massive questions you will have about agile and Scrum. If you happen to’ve received time for a deeper dive, I additionally create weekly lengthy movies the place I provide you with recommendations on easy methods to clear up frequent points that bathroom down agile groups.

Full Type, Assets, and Directions

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Full Type, Assets, and Directions


CRM software program helps companies handle relationships and interactions with clients and potential clients. It’s projected that the CRM market will increase at a 14.1% CAGR from USD 71.08 billion in 2024 to USD 203.63 billion by 2032. Some key CRM actions embody capturing buyer knowledge, monitoring buyer historical past, managing campaigns, gross sales pressure automation, and analyzing buyer data.

Testing is a essential a part of any CRM implementation or improve challenge. Thorough CRM testing helps make sure the system meets enterprise and purposeful necessities, integrates effectively with different methods, performs effectively beneath load, and supplies a clean buyer expertise.

This information covers the fundamentals of CRM testing, together with full kind, instruments, and greatest practices. Learn on to discover ways to check your CRM system successfully.

Full Type, Assets, and Directions

Full Type of CRM Testing

The complete type of CRM testing is: Buyer Relationship Administration testing

CRM software program check focuses on validating all customer-facing features and integration factors of the CRM system. This consists of front-end UI checks from the shopper perspective in addition to back-end checks of CRM options, integrations, reporting, and databases.

Significance of CRM Testing

CRM methods have grow to be mission-critical purposes for a lot of organizations. The success of gross sales, advertising, and customer support actions depends closely on CRM growth providers as a result of any points with the CRM can straight affect income, buyer satisfaction scores, and model popularity.

Rigorously testing the CRM earlier than rollout is essential as a result of:

  1. It verifies the system meets the outlined necessities.
  2. Identifies defects early, that are cheaper to repair.
  3. Ensures a clean buyer expertise, stopping enterprise loss.
  4. Reduces post-production incidents and help prices.
  5. Offers confidence within the system for gross sales and help employees who depend on it.

Merely put, CRM testing reduces income and popularity danger by delivering a greater high quality system.

CRM Testing Challenges

CRM testen is vital, nevertheless it include some distinctive challenges, together with:

Complexity

Fashionable CRM methods combine with many different enterprise apps like ERP, ecommerce, advertising automation, fee methods, and extra. Testing end-to-end workflows throughout methods is tough.

Buyer Perspective

The CRM have to be validated from the skin in, by the shopper lens, not simply through inner person tales. This requires real-world buyer knowledge and eventualities.

Compliance

As buyer knowledge is dealt with, safety, knowledge safety, and compliance options have to be completely examined. Points right here can result in audits and penalties.

Scale

Efficiency testing with production-sized knowledge is essential to making sure acceptable response instances beneath peak utilization. This requires check knowledge at scale.

CRM Testing Methodology and Greatest Practices

A structured check methodology is essential to environment friendly and efficient CRM testing. Listed here are some greatest practices:

Begin Testing Early

Conduct check planning throughout necessities gathering. Begin executing interface and integration testing as modules are being constructed. This exposes defects early, stopping last-minute surprises.

Mannequin Buyer Workflows

Determine key buyer journeys and mannequin them in check circumstances throughout entrance and back-end methods. Take an outside-in view.

Check with Actual Information

Use actual buyer knowledge or generate giant, real looking check datasets. Random check knowledge usually fails to reveal real-world points.

Outline Exit Standards

Set measurable check cross/fail standards upfront which can be aligned with necessities. This helps forestall scope creep and unfinished testing.

Automate Regression Testing

Automated UI and API testing accelerates regression testing, which is essential for iterative agile growth. This frees up time for exploratory guide testing.

Conduct Consumer Acceptance Testing (UAT)

Embody enterprise customers for UAT to validate that workflows make sense and that key stories work as anticipated earlier than going dwell.

Efficiency Check with Manufacturing Load

Lifelike efficiency testing avoids launch delays or outages as a result of unexpected load spikes overwhelming the system.

Automated Testing Instruments for CRM

Automated testing instruments are important for accelerating CRM testing whereas enhancing total protection. Listed here are a number of the prime instruments:

Selenium – Open Supply Automation Framework

Selenium is probably the most extensively used check automation software that’s open supply. Many languages could be supported by bindings resembling Java, C#, Python, and JavaScript. It could additionally automate net and cell apps by WebDriver API.

UFT/QTP – Main Business GUI Check Software

UFT (Unified Purposeful Testing) has highly effective net and cell software GUI testing options. A few of the traits are reusable check parts, object identification based mostly on pictures, and cross-browser.

SoapUI – API Testing Software

SoapUI is used extensively for API testing. It allows CRM builders and testers to shortly validate APIs, simulate providers, and mock check knowledge.

JMeter – Load and Efficiency Testing

Apache JMeter is free, open-source software program optimized for load testing and efficiency evaluation. It’s used to baseline, benchmark, and tune CRMs beneath heavy person masses.

TestComplete – Codeless Check Automation

TestComplete supplies a codeless check automation method for less complicated check creation and upkeep. It information and generates check scripts by its UI with extra built-in performance versus Selenium.

Ranorex – Cross-Platform Automation Framework

Ranorex is used to make the creation of steady check automation frameworks for desktop, net, and cell purposes simple. It’s cross platform and helps C# and VB. Web check code.

Tricentis Tosca

Tosca affords full end-to-end check automation of enterprise purposes. It integrates model-based testing with risk-based check technology and optimization to check creation and operating.

TestingWhiz – Codeless Check Automation

TestingWhiz drives fast check automation by its codeless, keyword-driven platform. It affords report and playback performance for creating and operating automated UI checks quick.

There are a lot of different industrial, open-source and proprietary check instruments out there out there. The most suitable choice is relative to expertise, ability, and testing maturity stage.

As for check automation, many of the check groups use a mixture of instruments and frameworks to attain the perfect protection for UI, API, efficiency and cell testing.

CRM Testing Crew Construction

Efficiently testing an enterprise CRM requires enter throughout enterprise, purposeful, and technical groups. Listed here are the important thing roles:

Enterprise analysts. Outline necessities, person tales, workflows, and report specs. Assist prioritize check eventualities. Help with UAT.

Purposeful check analysts. Analyze necessities to construct check circumstances targeted on front-end UI flows. Execute intensive guide testing.

Technical check analysts. Engineers that write automated check scripts and frameworks. Deal with API/integration testing and a few efficiency testing.

Efficiency check engineers. Architect and execute load, stress, and scalability testing targeted on back-end databases, caching, and failover mechanisms.

Safety analysts. Carry out in-depth safety testing, together with penetration testing, static code evaluation, person/group permissions validation, and audit log evaluations.

Information analysts. Generate real looking check datasets throughout databases and guarantee reporting outputs make enterprise sense. Assist validate ETL and knowledge sync processes.

DevOps engineers. Present check environments and instruments to allow steady testing. Help with check knowledge setup, check automation framework upkeep, and CI/CD pipeline integration.

Venture managers. Develop check plans and lead all QA actions from necessities to UAT. Coordinate throughout groups to satisfy high quality gates per schedule.

For bigger CRM implementations, devoted impartial check groups are really helpful. For smaller tasks, testing could also be dealt with by analysts or engineers carrying a number of hats.

Complete CRM testing requires the correct mix of enterprise, purposeful, and technical ability units. Partnering with a third-party check advisor can present these cross-domain testing specialists and greatest practices for CRM check technique, instruments, acceleration, reporting, and metrics.

Conclusion

CRM methods have grow to be the digital hub connecting gross sales, advertising, customer support, and companions. Rigorously testing the end-to-end buyer expertise throughout channels and methods is essential for realizing the total worth of CRM investments.

This information offered an summary of what’s CRM testing, its challenges, automation instruments, and workforce buildings.

How AI Innovation Will Elevate SMB Enterprise Outcomes

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How AI Innovation Will Elevate SMB Enterprise Outcomes


AI-enriched networking, safety, and observability options have been the celebrities of Cisco Stay—and for good motive. Expertise developments that have been beforehand inconceivable are actually potential—and simply accessible.

Small and medium enterprise leaders can profit from cutting-edge enterprise capabilities due to the proliferation of AI. And so they don’t need to construct a classy LLM or develop detailed generative AI prompts to deploy them. They’ll merely faucet into the strong AI options out there in Cisco options to realize their desired enterprise outcomes.

SMBs are embracing AI

It ought to come as no shock that small and medium companies are bullish on AI and the alternatives it gives them. In keeping with a research from the Related Commerce Council (3C), 55% of SMB leaders say AI will likely be essential to their enterprise’s success over the following two years. The 3C research additionally discovered that SMBs who usually have lean IT groups and restricted budgets, are primarily trying to AI to assist them:

  • Obtain constructive enterprise outcomes. Amongst SMB leaders utilizing AI of their companies, 82% have already seen constructive outcomes for his or her companies due to AI.
  • Improve productiveness. 40% of SMBs see a rise in productiveness with AI-assisted duties.
  • Save money and time. AI instruments scale back time SMB workers spends engaged on repetitive duties, speed up and scale content material creation, present on-line help through chat bots, and extra.

As AI capabilities evolve at warp velocity, we anticipate that SMBs will more and more flip to AI platforms to automate time-consuming duties, permitting IT leaders extra time to deal with high-value initiatives that develop their enterprise. However like all expertise, AI is barely a method to the top. Earlier than adopting AI instruments, you could decide your vacation spot.

How can SMBs discover the correct AI improvements?

It’s simple for anybody to get distracted by shiny AI objects, resembling gravitating towards constructing LLMs or deploying generative AI platforms. However to succeed, you could look past the newest cool AI characteristic and ask your self: What enterprise outcomes do I wish to obtain with AI? By beginning with the enterprise consequence, you should have larger success in selecting the best AI instruments.

Cisco makes this simple. You may merely flip to your favourite Cisco merchandise and discover the strong AI options already built-in within the platform—the identical platform you deployed that can assist you meet your corporation targets.

At Cisco Stay, we introduced many ground-breaking AI improvements that may improve hybrid, safe, distant, and good SMB experiences. Listed below are the highlights.

AI for hybrid work experiences

To your workers to reach a hybrid work setting, you could present seamless collaboration from any location. AI and machine studying capabilities in Cisco Webex Suite considerably improve the hybrid work expertise, saving time and boosting productiveness.

Now out there to SMB prospects, AI Assistant for Webex can take notes, summarize your assembly, and ship the abstract to contributors after the assembly—in a few clicks. This implies your attendees can deal with the dialogue as an alternative of writing notes or sending out motion objects.

New capabilities in Cisco’s Webex Contact Middle may also be a recreation changer for SMBs. They’ll assist IT groups design and handle conversational self-service experiences, present an AI Assistant for contact heart brokers, and combine third-party digital agent options.

AI for safety

In keeping with the Identification Theft Useful resource Middle, 73% of small enterprise homeowners have skilled a cyberattack. These breaches have gotten extra frequent, extra focused, extra complicated, and extra devastating. SMBs require refined safety options to guard their individuals, gadgets, and property wherever. However they usually lack the enterprise-level sources to deploy them.

Cisco Talos is among the largest industrial risk intelligence groups on the earth. It processes greater than 600 billion DNS requests, 650 billion safety occasions, and a couple of.8 million malware samples per day. AI can eat and analyze all the info Talos collects, then convert the info into insights that inform all Cisco safety merchandise. No different firm can construct a mannequin this large on their very own, and SMBs now have entry to it.

Talos insights gasoline all of Cisco’s safety merchandise, together with Cisco Firepower, Meraki MX, Umbrella, ThousandEyes, and Safe Endpoint—every knowledgeable by AI at a velocity that’s past a human’s capabilities.

AI for networking

Distant SMBs should be sure that workers are productive with safe and dependable connectivity anytime, wherever. For an SMB with a small IT division, a number of areas, and plenty of purposes, an important distant work expertise is simpler stated than carried out. How can an SMB chief deal with this problem? With clever automation.

Cisco Safe Join is a cloud-based service that gives safe connectivity for distant employees and department places of work. It employs AI to guard towards malware, inform DNS lookups, and extra. After Safe Join is deployed, IT groups can simply prioritize key purposes and supply entry to them shortly and securely. Utilizing the ability of the Meraki platform, they will additionally allow system administration throughout all gadgets, enhance security with video analytics, and defend workers with bodily safety capabilities.

AI for a wiser office

Sensible workplaces improve productiveness and operational effectivity with good digital automation. To realize this, SMBs want to remodel bodily rooms, buildings, and areas into property that present insights and inform smarter enterprise selections.

Cisco Meraki sensors and cameras use AI in distinctive methods to offer beneficial insights. Put a Meraki digital camera in a warehouse, and it might analyze a picture and provide you with a warning when a employee walks by way of the door with out sporting a required exhausting hat. Set up a Meraki sensor in a retail setting, and thru movement detection and AI it might present insights on foot visitors to tell product placement. Use an air high quality sensor to observe a storage facility and ship alerts in case of a spill. These examples solely scratch the floor of what’s potential with Cisco’s AI-powered options for a wiser office.

Constructing a vivid future. Collectively.

Cisco gives a multifaceted method that features all the things your SMB must construct your future with AI:

  • AI funding. In June 2024, Cisco Investments launched a $1 billion world AI funding fund to advance trade innovation and buyer readiness, and help Cisco’s technique to attach and defend organizations in an AI-powered future.
  • Steady product innovation. Once you purchase a Cisco product, subscription, or a license, you might be shopping for into Cisco’s steady innovation. You’ll profit from AI options in Cisco platforms at this time, in addition to future options you haven’t even imagined but.
  • Cisco AI specialization for companions. With this new specialization, we’ll equip Cisco companions with the data wanted to grasp AI answer implementation in, on, and thru Cisco platforms. If you happen to work with a companion, or are searching for a companion with AI specialization, you may be assured that they are going to have the data to information you alongside your AI journey.

Rely on Cisco to ship steady innovation that leverages the ability of AI. Whether or not you’re offering seamless collaboration, enabling enterprise continuity, boosting your safety, or creating a wiser office, our groundbreaking expertise and AI specialization will proceed to ship enhanced experiences in your workers and prospects—in infinite methods.

 

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Zimperium Uncovers Subtle SMS Stealer Marketing campaign: Android-Focused Malware Permits Company Community and Software Infiltration

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Zimperium Uncovers Subtle SMS Stealer Marketing campaign: Android-Focused Malware Permits Company Community and Software Infiltration


Over 105,000 Malware Samples Recognized

Key Findings:

  • Over 95% are/have been unknown and unavailable malware samples 
  • Malware hijacked OTP textual content messages throughout greater than 600 world manufacturers
  • Approx. 4,000 samples contained telephone numbers pre-embedded inside Android equipment
  • 13 C&C servers used to speak and probably obtain stolen SMS messages
  • Over 2,600 Telegram bots linked to marketing campaign, serving as a distribution channel 

Dallas, TX – July 31, 2024 – Zimperium, the main world supplier of cellular safety options, declares the invention of a brand new and potent risk recognized because the SMS Stealer. This malicious software program, uncovered by Zimperium’s zLabs workforce throughout routine malware evaluation, has been recognized in over 105,000 samples, throughout greater than 600 world manufacturers, highlighting its in depth attain and vital dangers, together with account takeovers and identification theft.

The SMS Stealer risk, first recognized in 2022, makes use of faux adverts and Telegram bots posing as respectable providers to trick victims into having access to their SMS messages. As soon as entry is granted, the malware connects to considered one of its 13 Command and Management (C&C) servers, confirms its standing, and begins transmitting stolen SMS messages, together with one-time passwords (OTPs).

OTPs are designed so as to add an additional layer of safety to on-line accounts, significantly for enterprises controlling entry to delicate knowledge. Nevertheless, the SMS Stealer’s potential to intercept OTPs undermines this safety characteristic, giving unhealthy actors the means to realize management of victims’ accounts. The malware related to SMS Stealer stays hidden, permitting for steady assaults. 

The Impression of SMS Stealer:

  • Credential Theft: The malware can intercept and steal OTPs and login credentials, main to finish account takeovers.
  • Malware Infiltration: Attackers might use stolen credentials to infiltrate programs with further malware. Rising scope and severity of assault.
  • Ransomware Assaults: Stolen entry might be leveraged to deploy ransomware, resulting in knowledge encryption and vital monetary calls for for knowledge restoration. 
  • Monetary Loss: Attackers could make unauthorized expenses, create fraudulent accounts, and facilitate vital monetary theft and fraud.

“The SMS Stealer represents a big evolution in cellular threats, highlighting the essential want for sturdy safety measures and vigilant monitoring of utility permissions,” mentioned Nico Chiaraviglio, Chief Scientist at Zimperium.  “As risk actors proceed to innovate, the cellular safety group should adapt and reply to those challenges to guard person identities and preserve the integrity of digital providers.”

For extra particulars on SMS Stealer learn our technical weblog right here. 

About zLabs

Zimperium’s zLabs is a world-renowned cellular safety analysis workforce devoted to discovering and analyzing the most recent cellular threats. By way of curing-edge analysis and progressive evaluation methods. zLabs supplies essential insights and options that drive Zimperium’s industry-leading safety merchandise. The workforce’s work is instrumental in figuring out rising threats and growing methods to guard cellular customers worldwide.

About Zimperium

Zimperium is the world chief in cellular safety for iOS, Android and ChromeOS. Zimperium options, together with Cellular Menace Protection (MTD) and Cellular Software Safety Suite (MAPS), supply complete cellular safety for enterprises. MTD is a privacy-first utility that gives cellular danger assessments, insights into utility vulnerabilities, and sturdy risk safety. It’s used to safe each corporate-owned and bring-your-own (BYO) units in opposition to superior cellular threats throughout system, community, phishing, app dangers, and malware vectors. MAPS delivers in-app safety to safeguard purposes from assaults and guarantee knowledge integrity. Collectively, these options empower safety groups to successfully handle and mitigate cellular threats. Zimperium is headquartered in Dallas, Texas and backed by Liberty Strategic Capital and SoftBank. For extra data, comply with Zimperium on X (@Zimperium) and LinkedIn, or go to www.Zimperium.com 

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