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News Analysis
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Most Promising Israeli Startups 2024 by Calcalist
Calcalistech showcases Israeli startups' resilience and innovation amidst economic downturns, political upheavals, and military conflicts by featuring the 50 most promising Israeli startups of 2024. The source: https://www.calcalistech.com/ctechnews/article/r1f6hqqga
Faye is focused on redefining insurance with its all-digital, consumer-centric travel insurance for Americans. The company's solution is designed to enable smarter, faster, smoother assistance and claims resolutions.
Faye's whole-trip protection, paired with its proprietary technology, provides immediate 24/7 support anywhere in the world, quick reimbursements, and an app that allows users to do everything from covering their trips to filing claims.
AI-powered platform revolutionizing accounting and audit workflows.
Trullion is an AI-powered accounting platform that automates financial workflows for accounting and audit teams. For accountants, Trullion ingests source data and automats the creation of financial entries for compliance. For auditors, Trullion ingests financial reports and automats audit testing workflows to ensure accuracy and compliance. By empowering both accounting and audit teams, we’re leveraging AI to unlock a new level of transparency in the financial world.
Exodigo is creating an advanced subsurface imaging platform that can generate a precise and digitally-located 3D map of hidden assets without causing any disturbance to the surface. By integrating multi-sensor fusion and artificial intelligence technologies, the platform enables faster and more accurate mapping, resulting in significant cost savings and reduced damages caused by unnecessary digging.
The system is versatile and can identify objects of any size buried in any type of terrain, ranging from pipes and cables to soil layers, rocks, minerals, and groundwater, regardless of the environment, be it a busy urban area or a vast rural landscape.
Exodigo's primary aim is to minimize the number of design changes due to unexpected utilities, thus reducing the risk and carbon footprint of the entire project. By eliminating needless drilling and incorrect equipment usage, the accuracy of the initial mapping is improved, and interactions with utility firms can be kept to a minimum. Furthermore, the platform's precision results in safer excavations and speedy verification of subcontractors' work performance, known as "as-made" validation.
Blockchain and Privacy Technologies for Enhanced Compute Performance
Chain Reaction develops blockchain and privacy technologies. It aims to accelerate compute performance, enabling companies to adopt and scale solutions to complex problems.
EL3CTRUM is the company's blockchain product line, starting with efficient hashing application-specific integrated circuits, optimized for high performance, high efficiency, and low power, and the heart of the company's hashboards and systems. EL3CTRUM delivers optimal payback time.
3PU is Chain Reaction's privacy product, accelerating real-time operations of privacy-enhancing technologies on encrypted data, transforming the cloud into a trusted environment and enabling new verticals to adopt the cloud at scale, including financial institutions, health care and pharmaceutical, defense and government, oil and gas, and more.
Locations
Israel
HaCarmel St 2, Yokne'am Illit, Israel
Derech Menachem Begin 132, Tel Aviv-Yafo, Israel
Offices Abroad
No. 1, Li Hsin 1st Road, East District, Hsinchu City, Taiwan
Pinecone builds infrastructure to enable AI applications in the cloud. The company's vector database supports large-scale production deployments of real-time applications such as personalization, semantic text search, image retrieval, data fusion, deduplication, recommendation, and anomaly detection.
Using Pinecone's vector database, machine-learning and data infrastructure engineers can dynamically transform and index billions of high-dimensional vectors. They can answer queries like nearest neighbor and max-dot-product search accurately and in milliseconds. Pinecone's database is 100% serverless and API driven, which means customers always have the computing resources they need, when they need them, without having to worry about infrastructure or maintenance.
FundGuard is the new era investment accounting utility that is transforming legacy investment operations with our AI-powered, cloud native and multi-asset class SaaS platform for asset managers, asset owners, custodian banks and fund administrators.
Led by an experienced team of technology innovators and industry experts, our mission is to help investors around the world to accumulate and grow their assets safely and efficiently.
Locations
Israel
Azrieli Center, Derech Menachem Begin, Tel Aviv-Yafo, Israel
NoTraffic has developed an AI-powered traffic signal platform, aiming to connect road users to the city grid and address current traffic challenges.
Their platform utilizes plug-and-play AI sensors to provide real-time detection and classification of road users, including vehicles, pedestrians, and cyclists. This data is streamed to the cloud for processing, enabling the system to autonomously optimize traffic signals and improve road safety.
NoTraffic's solution is designed to be future-proof, supporting vehicle-to-everything (V2X) communication and enabling various mobility applications such as micro payments, micro mobility, and proactive accident prevention.
Ranked in TIME Magazine’s 100 Most Influential Companies list, NoTraffic is trusted by leading states in North America and has formed strategic partnerships with major communication giants such as AT&T and Rogers Communications.
Locations
Israel
Yigal Alon Street 53, Tel Aviv-Yafo, Israel
Offices Abroad
Executive Plaza Office Building, 720 Main St #12, Kansas City, MO 64105, USA
Darrow specializes in the AI-powered justice intelligence field. Its platform meticulously analyzes both real-world data and legal information to identify harmful incidents, estimate the number of affected individuals, predict case outcomes, and evaluate financial implications.
Powered by generative AI, Darrow excels at uncovering significant legal violations. It efficiently connects plaintiffs' lawyers with promising cases, enabling them to shift their focus from time-consuming business development to their core mission of advocating for justice.
Headquartered in Tel Aviv and New York City, Darrow operates at the intersection of technology and law, harnessing artificial intelligence to enhance the legal landscape.
Bluewhite develops technology to make farms more efficient and resilient. The company's autonomous farming suite uses hardware and software to equip existing agricultural fleets with remote-control capabilities, reducing operational costs and improving productivity.
Key to this suite is Pathfinder, which transforms regular tractors into autonomous machines. Using a mix of sensor fusion, computer vision, and AI, Pathfinder allows for autonomous tasks like spraying and mowing, even in GPS-denied environments.
Bluewhite Compass, the software-as-a-service (SaaS) part of the solution, provides remote management and monitoring, allowing farmers to control operations from any device. Compass collects and analyzes field data, delivering real-time insights for better decision-making.
Through these innovations, Bluewhite helps growers maximize efficiency and sustainability in their farming operations.
NeuReality develops specialized AI inference hardware and software designed specifically for optimizing data center operations. Their main product, the NR1 AI Inference Solution, launched in 2023, is tailored to both traditional and modern data center configurations. The NR1-M AI Inference Module suits existing data centers, while the NR1-S AI Inference Appliance is designed for newer, CPU-free data centers. Both options integrate NeuReality’s proprietary Network Addressable Processing Unit (NAPU) and are complemented by a full suite of software and APIs, which are part of NeuReality’s comprehensive SDK.
Targeting sectors such as financial services, healthcare, life sciences, and government, NeuReality’s solutions are engineered to significantly improve the performance and efficiency of AI operations within data centers. By enhancing the utilization of deep learning accelerators, NeuReality helps organizations effectively manage and scale their AI deployments, ensuring optimal operational efficiency.
XTEND provides human-guided autonomous machine systems that enable operators to perform extremely accurate makeovers and actions in any environment with minimal training. The company's patented XOS operating system fuses the best of human intelligence and machine autonomy to enhance the operator's abilities and reduce the need for physical confrontation, thereby minimizing casualties and injuries.
Hundreds of XTEND's systems are already operationally deployed worldwide, and the company is continuously developing its XOS operating system and platforms to deliver the future of human–machine teaming to defense, homeland security, and security professionals worldwide.
Locations
Israel
HaBarzel St 7, Tel Aviv-Yafo, Israel
Offices Abroad
652 Beal Pkwy NW suite g, Fort Walton Beach, FL 32547, USA
D-ID's generative AI technology elevates learning and development, sales, and marketing video content. The company's platform enables creators to generate photorealistic digital presenters from text, dramatically reducing the cost and hassle of video production at scale.
Customers include leading e-learning platforms, Fortune 500 companies, marketing agencies, production companies, social media platforms, and content creators of all sorts.
Greeneye Technology provides a sustainable crop-protection solution with the aim of meeting the globally growing demand for food while increasing profitability and productivity for farmers. Greeneye utilizes artificial intelligence and deep-learning technology to transition from the practice of broadcast and wasteful spraying of pesticides to precise spraying in real time. The company's proprietary Selective Spraying System turns every sprayer into a smart machine, enabling farmers to spray only weeds and save on chemical costs. In addition, the Greeneye solution captures and analyzes sub-millimeter images from the field, providing farmers with deep insights into their crops.
MineOS is a data privacy platform on G2, offering simplicity, unique automation, and ML-assisted features, which make quick work of compliance.
The company is bridging the gap between consumers and companies by setting a new privacy experience that will fit and empower both sides. MineOS allows to discover customer data quickly and thoroughly, highlight and act on relevant risks, manage customer consent and data requests, prevent breaches and ensure compliance stays effortless.
Oasis developed a platform for non-human identity management. Its mission is to fortify cybersecurity defenses by enabling enterprises to efficiently secure non-human identities throughout their lifecycle. The shift to hybrid multi-cloud, microservices, agile development and AI-driven business process automation has led to the exponential growth of non-human identities, completely changing the identity fabric of enterprise environments.
The company created the first enterprise platform purpose-built to address the security and operational challenges of Non-human Identities. The platform empowers security, engineering and developers teams to improve security posture, implement stronger governance and simplify compliance by taking control of the non-human identity lifecycle without risking system resilience and without operational complexity.
Astrix Security is focused on protecting the modern enterprises growing third-party app interconnectivity. By leveraging its specialized attacker point of view, the company has designed a novel zero-trust solution for addressing a leading cybersecurity threat to businesses critical systems.
Astrix Securitys advanced software not only provides enterprises with overall risk visibility but also offers lifecycle management to preemptively secure businesses most sensitive data from possible third-party breaches and compliance violations.
The company was named a Cool Vendor in "Identity-First Security 2023", by the Gartner Research Group.
Oshi is an alternative protein company developing an additive manufacturing technology to produce whole-cut fish fillets at low cost and massive scale.
The company's mission is to save the oceans and eliminate the consumption of marine animals by providing better fish for humanity. Oshi aims to become the worlds leading seafood brand without ever harming a single fish.
The company's first product, Oshi salmon, is made with legume proteins, algae oils, and algae extracts. Oshi salmon is rich in protein, omega-3s, and omega-6s and is free of mercury, microplastics, and antibiotics.
Backslash is a cloud-native application security solution for enterprise AppSec teams to provide unified security and business context to cloud-native code risk, coupled with automated threat modeling, code risk prioritization, and simplified remediation across applications and teams.
With Backslash, AppSec teams can see and act on critical toxic code flows in their cloud-native applications, prioritize code risks based on the relevant cloud context, and cut mean time to recovery.
Bria AI is the developer of Visual Generative AI solutions designed for commercial use across business, product, and technology departments.
Bria AI offers business teams a way to navigate legal complexities, privacy concerns, and the risks of misinformation and misleading output. By taking full liability, Bria ensures that Visual Gen-AI can be confidently integrated into any commercial framework, product, or service.
For product teams, Bria enables rapid time-to-market with high-quality image customization and text-to-image capabilities. Their solutions combine authentic and synthetic content, allow for visual delayering, and incorporate client-specific data, styles, and brand identity.
Bria also supports technology teams with solutions ranging from web-iframe integration and APIs to pre-trained foundation models with source code and weights for AI teams.
Verifying Automated Driving Systems for Safe, Large-scale Deployment
Fortellix develops and provides simulation-based testing tools for automated driving systems (ADAS) and autonomous vehicles (AV). The company’s platform automates the testing, verification, and validation of ADAS and AV software, helping to ensure the safety and reliability of these systems.
Foretify, Foretellix’s safety-driven verification and validation platform, is used by automotive, trucking, and mining customers, including Volvo Group, Torc (a Daimler Truck subsidiary), and many others. Foretellix has established partnerships with major simulation companies such as IPG, Nvidia, dSPACE, VIRES, AI Motive, and Cognata.
Descope is an authentication and user management platform for application developers. Its no-code workflow builder, software development kits, and application programming interfaces enable developers to easily create secure and frictionless authentication flows for every user interaction.
By abstracting away the implementation details of authentication methods, session management, risk management, and error handling, Descope helps developers spend more time on core app initiatives.
Qwak is a fully managed, accessible, and reliable ML Platform, The Platform covers everything data science and data engineering teams need to build high-quality ML applications simply. Defining an efficient process for deploying and managing machine learning models in a production environment introduce a variety of challenges such as data processing, version control, reproducibility, and facilitating scalability of models. Integration complexities arise from the need to align diverse tools and technologies such as model training tools and model monitoring tools along with deployment tools and orchestration tools. Addressing these challenges necessitates establishing a robust end-to-end workflow that encompasses the entire machine learning model lifecycle. Qwak transforms the MLOps lifecycle, enabling practitioners to scale their models into production faster than ever. The end-to-end platform reliably handles data transformation, storage, pipelines, build and deploy.
Frontegg is a user management platform designed for the product-led growth era. Frontegg enables fast integration of a powerful user infrastructure for modern application use cases.
Frontegg's platform supports app builders, from fundamental authentication flows to advanced capabilities, such as complex organizational structures (multi-tenancy), fine-grained authorization, API token management, self-service admin portal for end users, subscription enforcement, and single-sign-on.
Frontegg's interfaces are embedded as a UI layer within the app, becoming a customer-facing management interface for end users, both on the personal and workspace levels. Frontegg also powers the backend through rich SDKs supported in various languages and frameworks.
Sightful is focused on developing software solutions specific to the field of mixed reality. The company has developed Spacetop, a laptop with no physical screen that comes instead with augmented reality (AR) glasses.
OneStep is an AI-powered digital care platform that uses smartphone sensors to transform real-life movement into clinical insights, helping healthcare providers assess, treat, and monitor patients from anywhere.
Gait (i.e. human motion) is a leading indicator of health, and by making gait analysis as simple as stepping on a bathroom scale, OneStep empowers clinicians with actionable data to improve mobility, reduce falls, and enhance patient engagement. Its FDA-listed technology eliminates the need for wearables, delivering lab-quality gait and motion analysis in seconds. With a focus on personalized, proactive care, OneStep serves rehabilitation providers, health systems, and medical device manufacturers, helping them optimize clinical decision-making, streamline operations, and increase revenues.
Zenity, the leader in securing, governing, and enabling AI Agents from buildtime to runtime, is at the center of the transformation of business innovation. Zenity provides adaptive security to enable the AI movement, allowing for agentic AI and low-code/no-code development to thrive in a governed, safe, and scalable environment.
Zenity provides a secure and agent-less platform for enterprises to balance adoption of AI Agents and citizen development platforms with safety and compliance. Zenity is the first and only holistic platform that is built to secure and govern AI Agents from buildtime to runtime, combining business-logic driven AI Security Posture Management with AI Behavioral Analytics and real-time AI Detection & Response capabilities.
Volumez is a cloud data orchestration SaaS that accelerates digital transformation by removing data infrastructure bottlenecks. Designed as an alternative to expensive proprietary storage silos, Volumez offers an open, universal data plane that gives businesses unlimited flexibility to create a data infrastructure that is tailored to their particular needs and provides true data mobility.
Volumez enables enterprises to run any workload in any environment while achieving guaranteed performance, availability, and security for mission-critical, data-intensive applications.
Clarity is an AI cybersecurity startup that protects against deepfakes and new social engineering and phishing attack vectors accelerated by the rapid adoption of Generative AI. Its patent-pending technology detects AI manipulations in videos, images, and audio and authenticates media with encrypted watermarking. Clarity's AI DeepFake Firewall integrates into new and existing workflows. It enables publishers and intelligence agencies to verify sensitive media, financial institutions to prevent fraud, and enterprises to filter manipulated media and create an AI-safe media environment. Founded by AI and Cyber experts from 8200, Stanford, and Israel’s National Security Council, it is advised and backed by global leaders in the AI and cyber industries.
Zero Trust Security and Asset Management for Private 5G/LTE Devices
OneLayer provides Zero Trust security and full asset management capabilities for IoT and other devices connected to a private 5G or LTE network.
OneLayer brings complete insight, visibility and threat prevention to all devices connected to private LTE & 5G networks. All activities are tracked and policies are put in place to secure the environment. Through OneLayer's solution, enterprises get full asset management capabilities, operational intelligence, and zero-trust segmentation to prevent cellular breaches. The platform enables enterprises to treat their private cellular network as another enterprise network without needing to be cellular experts.
Zero Networks fixes the root cause of most successful cyberattacks - overly open networks and excessive logon permissions - with a simple, fully automated platform for zero trust segmentation and remote access. Zero Networks learns and automatically restricts network and user access to what's strictly essential, leveraging multi-factor authentication to stop attacks from spreading.
Zero Networks was named one of the "Cool Vendors in Network and Endpoint Security, 2020" by the Gartner Research Group.
Prompt Security delivers a complete solution for all Generative AI security in the enterprise. Its robust platform supports millions of prompts and thousands of users per month. The founding team combines deep expertise in both cybersecurity and AI, with years of experience building and securing machine learning systems at organizations like Check Point, Orca Security, and Israel’s elite intelligence unit 8200.
The Prompt Security team of researchers has created proprietary LLMs and developed novel patent-pending techniques for detecting generative AI threats and addressing the associated risks.
Obligo Technologies is a financial technology company that aims to increase fairness, trust, accountability, and transparency in the tenantlandlord relationship.
Obligo Billing Authorization enables qualified renters to keep their cash deposit and only pay if their landlord has a claim. Obligo Billing Authorization provides secure and limited access to a bank account. It enables landlords to bill renters up to the deposit amount in case there is a claim, effectively replacing security deposits.
Locations
Israel
Retsif Herbert Samuel Street 46, Tel Aviv-Yafo, Israel
Bridgewise, a technological research company, utilizes proprietary AI to analyze over 90% of global securities. It addresses the lack of coverage for many global equities, providing essential information for investors and enhancing discoverability for issuers. Through machine learning algorithms and generative AI, Bridgewise bridges this information gap, revealing hidden investment opportunities to investors worldwide. It delivers analysis and content in various languages to cater to diverse investor preferences. Partnering with leading financial institutions globally, including exchanges, trading platforms, and investment houses, Bridgewise integrates its innovative AI-driven content solutions. This collaboration aims to increase investor awareness and activity, empowering them to make well-informed investment decisions. Their mission is to ensure every investor receives transparent, reliable, and insightful analysis of global securities, regardless of language or market. Bridgewise is committed to closing the information gap in financial markets, enabling informed investment decisions for all investors.
Proteomics Centered AI Powered Drug Discovery Platform
Protai has built an end-to-end AI-based platform that comprehensively maps the course of disease on the protein level, enhancing the ability to observe cellular function and improve the way new drugs are discovered.
The company is building machine learning models combining deep proteomics to identify up to 1 million proteoforms, including post-translational modifications, protein-protein interactions, quantifications, and different structural populations of proteins.
Cycode is a complete software supply chain security solution that provides visibility, security, and integrity across all phases of the software development lifecycle. The Cycode platform makes application security tools better through its Knowledge Graph, which provides complete context of the development lifecycle to improve accuracy and reduce mean time-to-remediation.
Cycode merges eight application security tools into an advanced and comprehensive platform. By correlating data across these tools, Cycode offers new capabilities, like pipeline composition analysis, which identifies vulnerable dependencies and security issues missed by legacy tools like SCA and SAST across the entire lifecycle, pinpoints vulnerable dependency locations, and prioritizes threats by exploitability.
Risk and Compliance Platform for FinTech Companies
Sedric is an AI-driven risk and compliance optimization platform designed for the newest generation of FinTech companies. The platform extracts deep natural-language understanding and contextual signals to ensure compliance, increase brand equity, and enhance long-term growth.
Due to significant increases in regulatory scrutiny and ongoing rapid regulatory change, Sedric established its collaborative compliance network to enable FinTech players to move at their optimal pace.
Digital Casting Process for Industrial Volume Production of Metal Alloys
Magnus Metal is is developing a new "Digital Casting" process for the manufacturing of large metal parts. This process involves additive casting technology using a fully digital process, which enables high-volume production of large, complex load-bearing components. The company's focus is on achieving multi-alloy integration in the same part, full alloy thermal arrest control, dimensional accuracy, and simplification of steel casting for various applications such as vehicles, power-train and engine assemblies, and industrial and tooling applications
Cloud Runtime Security Suite for Defending Cloud-workloads
Sweet’s Cloud Runtime Security Suite delivers first-to-market capabilities for defending cloud workloads, shifting cloud security right. Founded by retired, elite IDF commanders with prodigious expertise in offensive and defensive cloud security, Sweet’s approach elevates the ability of security teams to shut down cloud attacks when they occur, where they occur, with maximum precision and minimal business disruption.
Mitiga is the cloud and SaaS Incident Response leader and developer of IR2, the industry's only comprehensive SaaS and Cloud Investigation and Response Automation (CIRA) platform. IR2 performs continuous hunts for emerging attacks based on the company's constantly growing cloud attack scenario library (CASL), the industry's first and only database dedicated to cloud and SaaS multi-vector hunts.
When a breach occurs, IR2 provides instant answers to burning breach-related questions by proactively gathering, organizing, and analyzing forensic-level data, and delivering insights in a single pane of glass. With deep knowledge of the specialized capabilities required for cloud incident response, Mitiga's elite team of incident responders helps its customers by providing unlimited investigation support. In a world filled with cloud and SaaS risks, Mitiga is dedicated to keeping today's cloud-driven enterprises ready, responsive, and resilient.
Port is an open internal developer portal, owned by platform engineering teams and built for developers. Port consolidates everything developers need to know and execute to deliver software autonomously and to comply with organizational standards. You can open a free Port account at getport.io.
Cloud-based Platform for Automated Business Currency Management
Okoora is an automated currency management platform designed to help businesses plan, execute, and manage global financial transactions with the help of artificial intelligence. The company has developed the ABCM, an enterprise-grade platform for planning, executing, and managing global financial transactions in over 100 currencies while simplifying currency management by unifying all tasks, services, and transactions over an intuitive financial infrastructure.
Grip Security is a pioneer in SaaS identity risk management, providing innovative solutions to help enterprises address the security risks associated with widespread SaaS adoption. The company’s SaaS Security Control Plane platform helps companies discover, prioritize, secure and orchestrate the mitigation and remediation of risks. The innovative approach of leveraging identity as the key control point allows companies to secure all SaaS applications and empowers enterprises to embrace SaaS adoption securely.
Gigablue is dedicated to combating climate change by providing scalable and affordable carbon dioxide removal (CDR) solutions. Their technology focuses on marine-based carbon sequestration, utilizing a proprietary substrate to enhance phytoplankton growth. This process facilitates the capture of CO₂, which is then transported to the ocean floor for long-term storage.
Gigablue's approach is designed to be both environmentally safe and economically viable, aiming to support corporations and countries in reaching their net-zero goals. By harnessing natural processes and leveraging advanced technologies, the company strives to make a substantial impact on global carbon reduction efforts.
IVIX offers a platform designed for tax authorities to enhance audit efficiency and boost tax revenue. By transforming publicly available business activity data into precise leads using modern algorithms, IVIX aids in pinpointing potential tax evasions. This allows tax authorities to allocate their resources more effectively, elevate collection rates, and foster deterrence in the digital economy.
GYTPOL is a next-generation security solution that identifies device misconfiguration security gaps and continuously monitors all of an organization's devices. The company allows organizations to remove risks with rapid and automatic remediation and zero disruption to existing business operations.
GYTPOL developed GYTPOL Validator, a comprehensive solution that provides a complete view of device misconfiguration security gaps through continuous monitoring of all devices. Once a device misconfiguration is identified, Validator uses its Remediation with Zero disruption process to automatically remove the risks rapidly and ensure the devices are continuously hardened. GYTPOL Validator turns a complex and resource-intensive effort into a simple, repeatable, and auditable operational task at the touch of a button.
Remepy is pioneering hybrid drugs, and redefining combination therapy. Its mission is to bring better personalized care to patients.
Remepy’s Digital molecules are mobile applications designed for hybrid drug experiences, each containing a unique digital treatment protocol. Its Digital molecules include digitized, standardized, evidence-based interventions, designed to enhance brain plasticity and connectivity, balance the immune system, and drive behavioral changes. The company addresses disease end-points as well as side-effects and disease comorbidities.
Remepy partners with pharma companies to bring Hybrid Drugs to market that will combine Remepy’s Digital Molecule and traditional drug components.
CarbonBlue is a direct ocean removal (DOR) company developing carbon dioxide removal (CDR) technology utilizing the chemical properties of seawater. Their process mineralizes and removes dissolved CO2 from seawater, returning calcium to maintain its natural composition. This technology integrates with industrial facilities like desalination and aquaculture, enhancing performance, reducing energy consumption, and offsetting carbon emissions.
Zafran's new approach to Risk Mitigation mobilizes existing security controls to protect organizations during critical exploitation windows. The Risk & Mitigation platform determines vulnerability exploitability, correlating control configuration, runtime, internet exposure, and threat exploit analysis. Zafran's hybrid, agentless solution automates mitigations, enabling organizations to proactively reduce threat exposure at scale