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Exploring Vectra AI’s Innovations in Deterring Cyber Threats and the Synergy of AI and Human Expertise

Published

3 years ago

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The Integrator had an exclusive interview with Taj El-khayat, Area Vice President at Vectra AI EMEA.

Can you talk about the role of AI in detection and prevention of threats?

Given the challenge of “more” in cybersecurity – more attack surface, more evasive attacker methods, more tools/alerts, and more analyst burnout, leveraging AI and automation to detect, prioritize and remediate threats is vital. But not all AI and automation is built equal and many only add to the problem of more by introducing more alerts and more noise which require SOC analysts to spend more time tuning rules and triaging alerts.

AI can either assist in performing tasks that humans fundamentally cannot do, or it can help perform the tasks that humans can do but do so at speed and scale. AI algorithms, on the other hand, can be trained to do precisely this.

How does Vectra AI’s solution help organizations break away from the cycle of deploying more tools and rules, while still ensuring comprehensive threat coverage?

 According to the Vectra 2023 State of Threat Detection report, 63% of SOC analysts report that the size of their attack surface has increased in the last three years and 67% are unable to manage the number of daily alerts received.

The Vectra AI Platform integrates native and third-party attack signals across hybrid cloud domains including AWS, Microsoft Azure, Google Cloud Platform, Microsoft 365, Microsoft Azure AD, networks of all types, and endpoints leveraging the customer’s Endpoint Detection and Response (EDR) tool of choice. The Vectra AI Platform integrated signal enables security teams to:

  • Cover more than 90% of MITRE ATT&CK techniques with patented and proven MITRE D3FEND countermeasures.
  • Combine AI-driven behavior-based detection, signatures and threat intelligence for the most accurate representation of active attacks in progress.
  • Map attacker progression and lateral movement from data center to cloud, cloud to data center and cloud to cloud.

Can you talk about how Vectra AI leverages the technology?

Vectra detections focus explicitly on finding attackers and identifying attacker methods in action, not just weird anomalies. Coverage is built by security researchers with diverse backgrounds and data scientists with a deep understanding of how to extract value from massive complex data sets.

Vectra’s security research team is present throughout the entire detection development process. Their work leads the process, with the team constantly monitoring and reviewing attacker methods being used in the wild.

Once the attacker method has been identified, the security researchers work to collect a corpus of malicious and benign samples. Malicious samples are collected from several places including customers who voluntarily share anonymized metadata, synthetic data creation algorithms, publicly documented cyber-incidents, and attacks in our internal labs.

With the attacker method and supporting data in hand, the security researchers work with the data science team to develop a prototype model with an optimal threshold for attacker method detection. The models are rapidly iterated on until strict standards of quality are satisfied for their performance in detecting the attacker methods in the real world. The final steps of detection development involve the creation of a dedicated UI that shows the full context of the identified attacker method, and where relevant, additional information about what is normal for the systems in question.

There are two key features that differentiate Vectra’s approach and use of AI:

Real-time streaming engine:  Vectra AI’s algorithms operate in real-time on streaming data, allowing for immediate detection and timely response to attackers. This approach also ensures high-quality alerts by continuously learning from months of data and millions of events.

AI-driven threat correlation: Vectra AI doesn’t just identify attacker methods; it also correlates these actions to categorize and prioritize progressing attacks. This correlation is vital as attackers often execute multiple actions across domains to achieve their goals.

How do you see AI and human expertise complementing each other in the fight against unknown threats?

The human element is pivotal in applying AI in cybersecurity, and in general, for that matter. Current models are influenced by human bias when selecting training material for instance as well as when fed with answers in production.

Today’s AI models are built to enable/augment the human rather than replacing him/her altogether. As mentioned before, taking away non-value adding activities enables the human to create value by taking educated decisions in the context of cybersecurity. This not only improves speed and effectiveness, but greatly increases efficacy of cybersecurity measures within the business context. Advanced AI-based solutions provide superior signal, cutting through the general noise and guide the human to take timely action, reducing the impact of an evolving cyber-attack.

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Dhruva to Rebrand as Ryan Across the Middle East, Signaling Unified Global Brand

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3 days ago

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September 2, 2026

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Dhruva will adopt the Ryan brand across the UAE and Saudi Arabia by the end of 2026, uniting the practice with Ryan’s global identity and international platform.

Dhruva, a leading tax consultancy firm in the Middle East, and Ryan, a leading global tax services and software provider, today announced that Dhruva will transition to the Ryan brand across the United Arab Emirates (UAE) and the Kingdom of Saudi Arabia. The rebranding will be completed by the end of 2026, bringing the practice under Ryan’s global identity and reinforcing its position as part of the world’s leading global-scale specialist in business tax.

The transition marks the next phase of the strategic joint venture announced in 2025 and reflects the continued integration of Dhruva’s regional capabilities with Ryan’s global platform, technology, and international resources. Clients across the Middle East will continue to benefit from the same trusted advisory teams, enhanced by access to Ryan’s worldwide expertise and service capabilities.


“The Middle East has been a strategic growth market for us for many years, and we have built a strong advisory practice founded on deep client relationships, technical excellence, and local market understanding,” said Dinesh Kanabar, Founder, Chairman, and CEO, Dhruva Advisors and Vice Chairman, Ryan.

“The transition to the Ryan brand marks a significant milestone in our journey and reflects the strength of our partnership. By combining our regional expertise with Ryan’s global scale, technology, and international capabilities, we are creating an even stronger platform to support clients across the region as they navigate an increasingly dynamic and evolving tax landscape.”


“The Middle East is one of the most important growth markets for tax advisory services globally, and we are investing in the region with a long-term view,” said Tom Shave, President of Ryan’s European and Asia-Pacific Operations. “Uniting under the Ryan brand strengthens how we serve clients across the UAE, Saudi Arabia, and Europe—bringing seamless access to our global expertise, technology, and international resources through one trusted platform. This transition marks an important milestone in our integration and reinforces our commitment to the region’s future.”


Ryan will continue to invest in its Middle East operations, expanding its team, capabilities, and regional presence across key markets, including Dubai, Abu Dhabi, and Riyadh. The practice provides comprehensive tax advisory services spanning corporate tax, value-added tax (VAT) and indirect tax, transfer pricing, mergers and acquisitions (M&A) tax structuring, research and development (R&D), and cross-border compliance.


“The response from our clients over the past year has been the clearest validation of this partnership,” said Nimish Goel, Leader, Middle East, Dhruva, a Ryan Affiliate. “From the outset, our teams have been integrating Ryan’s global capabilities in technology, specialized expertise, and best practices into the work we already lead in the region. Adopting the Ryan brand is the natural next step. It is the same people and the same trusted relationships, now carrying the name of the largest Firm in the world dedicated exclusively to business taxes.”


The rebranding will be implemented in phases during the second half of 2026, with signage, visual identity, and digital properties transitioning to the Ryan brand across the region.

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GFH Partners Manrre REIT (CEIC) PLC and Palmon Group unveil new temperature-controlled chemical warehouse in JAFZA

Published

8 months ago

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January 13, 2026

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GFH Partners Manrre REIT (CEIC) PLC (“Manrre” or “the Fund”), managed by GFH Partners Ltd. (“GFH Partners”),  together with its development manager Palmon Group FZCO (“Palmon Group”), today announced the opening of a specialised temperature-controlled chemical warehouse in Jebel Ali Free Zone (Jafza), further expanding the Fund’s Grade A logistics portfolio.

The inauguration ceremony was held in the presence of Mr Abdulla Bin Damithan, CEO and Managing Director, DP World GC, alongside senior officials and dignitaries from Jebel Ali Free Zone, GFH Partners, and Palmon Group.

Purpose-built and developed by Palmon Group to meet stringent international safety and compliance standards, the new facility reflects the rising regional demand for certified chemical storage infrastructure that supports manufacturing, energy, industrial services, and third-party logistics. The warehouse is situated on a 180,000sq ft plot with a built-up area of 112,000 sq ft, divided into three temperature-controlled chambers that reach a maximum height of 13 metres. The warehouse has been designed with advanced Early Suppression Fast Response (ESFR), and in-rack sprinkler systems to ensure safety and resilience across all operations.

The facility’s layout allows storage of a diverse range of hazard-classified chemicals. One chamber is configured for UN Class 3 and 4 chemicals, a second accommodates UN Class 5 chemicals, while the third has been developed for UN Class 6, 8, 9 and non-regulated materials. The warehouse offers capacity for 17,400 pallets and includes nine loading docks and three loading bays. The office space has been intentionally limited to three percent of the total built-up area, maximising operational efficiency and warehouse utility.

Speaking on the launch, Kunal Lahori, CEO of Palmon Group and Board Member of Manrre, said: “This new facility brings together precision engineering, regulatory compliance, and long-term value creation. Specialised chemical storage requires a high degree of control and risk management, and we have developed this warehouse to meet those expectations while offering flexibility and scalability for tenants. As one of the earliest developers in Jafza, Palmon Group remains committed to supporting the UAE’s logistics and industrial growth.”

Mohamed Ali, Head of GCC at GFH Partners, said: “The opening of this warehouse marks another important milestone in the expansion of the GFH Partners Manrre REIT portfolio, particularly in mission-critical industrial and logistics assets that serve high-growth sectors. The UAE continues to see strong demand for specialised storage solutions, and this facility reinforces our strategy to develop resilient, future-ready assets that deliver long-term value for our investors.”

The logistics hub is now fully operational and is leased to Safe Logistics. The new facility is expected to play a significant role in strengthening regulated supply chains and supporting Dubai’s position as one of the region’s foremost logistics and industrial hubs.

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Big Ticket joins DP World ILT20 Season 4 as Official Partner

Published

9 months ago

on

December 20, 2025

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A professional cricket player for the Desert Vipers in mid-swing during a match. The batsman is wearing a dark green and black patterned jersey with red accents, a red helmet, and black protective leg pads. He is holding a wooden cricket bat high in a follow-through motion after playing a shot. The background shows a crowded stadium with purple and blue seating and a "DP World" branded wicket.

Big Ticket, the largest and longest-running guaranteed raffle draw in the Middle East (known for cash prizes, dream luxury cars, gold bars and coins) has joined the DP World International League T20 Season 4 as an Official Partner.

In recent years, Big Ticket has become more than just a raffle, it has gained the reputation of being a brand built around rewarding dreams and celebrating ambition, growing into one of the region’s largest and one of the most anticipated monthly draws in the UAE.

DP World ILT20 – the 34-match cricketing extravaganza – the biggest T20 tournament in the region featuring some of the most renowned global cricket stars is currently being played at the Dubai International Stadium, Zayed Cricket Stadium, Abu Dhabi and Sharjah Cricket Stadium.

A cricket player from the Abu Dhabi Knight Riders standing at the crease, ready to receive a ball. The player is dressed in a purple and gold uniform with matching gold-colored leg pads and a gold helmet. He holds the bat upward in a standard batting stance. The stadium background features blue seats, a "UAE Cricket" sign, and another player in an orange uniform in the distance.

DP World ILT20 Head of Partnerships Ishan Chopra: “We are delighted to welcome a UAE born raffle giant like Big Ticket as an Official Partner of the DP World ILT20. Their legacy of helping dreams come true aligns perfectly with our vision of delivering unforgettable, fan-first experiences across the league. This partnership strengthens our commitment to creating moments of excitement both on and off the field, and we look forward to elevating Season 4 together. With a household name like Big Ticket on board, we are confident of unlocking even more opportunities for fans to engage, celebrate and go All In for Cricket.”

Meanwhile, DP World ILT20 match tickets across all categories are available for the remaining tournament matches. Various spectator stand tickets start at AED 20 and hospitality packages start from AED 325. Fans can also book the new Sixes Lounge experience for AED 395, which includes unlimited food and beverages. Tickets can be purchased by visiting tickets.ilt20.ae or Virgin Megastores.

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