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ARKBRIDGE’s David Mali Highlights AI-Driven Risk Management at the Finance Magnates London Summit

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London, United Kingdom, August 20th, 2026, FinanceWire

David Mali of ARKBRIDGE at the Finance Magnates London Summit 2025 in London, discussing the growing role of AI and technology in modern trading and risk management.

ARKBRIDGE is expanding its AI-supported approach to portfolio monitoring and risk management, combining technology-driven market analysis with specialist human oversight to help traders and investors better understand and manage portfolio exposure.

The approach brings together AI-supported monitoring, manual market research, and diversified allocation strategies, with a focus on identifying changes in volatility, concentration, correlation, and overall portfolio risk.

David Mali, Senior Investment Specialist at ARKBRIDGE, is leading the company’s specialist perspective on the role of technology in modern trading and risk management. With more than 15 years of financial-market experience, Mali combines traditional research and professional allocation with technology-supported monitoring to develop structured risk frameworks for traders and investors.

Mali previously discussed the growing role of AI and technology in modern trading and risk management at the Finance Magnates London Summit 2025 in London.

As artificial intelligence becomes increasingly embedded in global trading, Mali believes technology delivers its greatest value when it strengthens disciplined human decision-making rather than replacing it.

His approach follows a simple three-part framework: “Research manually. Allocate professionally. Monitor technologically.”

“The initial decision still matters most,” said David Mali of ARKBRIDGE. “You need to understand what you are buying or trading, why the opportunity exists, and what could prove you wrong. Once that research is done, professional allocation and continuous technology-driven monitoring can help control the risks around that decision.”

More Than 420 Portfolio-Risk Reviews in 2025

According to draft ARKBRIDGE internal review data for 2025, Mali completed more than 420 portfolio-risk reviews and 310 one-to-one client strategy sessions.

Approximately 78% of initial portfolio reviews identified at least one area requiring further attention involving concentration, leverage or correlated market exposure.

Following allocation reviews, excessive single-theme concentration was reduced by an average of approximately 34%, while 92% of reviewed portfolios incorporated predefined downside controls.

For Mali, these numbers reinforce a core principle: a good investment idea does not automatically create a good portfolio.

“A trader can be right about several individual opportunities and still have too much risk because all of those positions respond to the same market event,” Mali explained. “That is why allocation, correlation and total portfolio exposure matter just as much as selecting the trade itself.”

AI as a Second Layer of Risk Control

ARKBRIDGE combines human specialist guidance with AI-powered market and portfolio tools designed to monitor changing conditions continuously.

The platform’s technology can help identify shifts in volatility, concentration, correlations and market exposure while clients retain control over their individual trading decisions.

During 2025, approximately 89% of Mali’s qualifying clients incorporated at least one AI-supported monitoring or risk-management tool into their trading process, while 97% of reviewed accounts used documented stop-loss, exposure-limit or other predefined downside-risk rules.

Mali’s portfolio reviews can also consider more than 12 stress scenarios, including equity-market shocks, currency volatility, rate changes and sudden increases in cross-asset correlation.

“Human research tells you why you want to own a position,” Mali said. “Technology helps answer a different question: what is happening to the risk around that position right now?”

Transparent Trading Costs Are Also Risk Management

Mali’s framework extends beyond stop losses and portfolio allocation.

He considers transparent total trading cost an essential part of risk management.

Spreads, overnight financing, currency conversion, leverage and holding periods can all affect the final result of a strategy. A position that looks attractive before costs may produce a very different risk-reward profile once those expenses are included.

ARKBRIDGE publishes information on spreads, overnight funding and other applicable trading costs so clients can evaluate these factors before and during a position.

“Risk management is not just about avoiding a large loss,” Mali said. “It is about understanding exposure, costs, leverage, diversification and how those elements interact across the entire portfolio.”

The Goal: A Portfolio You Can Understand

Mali describes his philosophy in more personal terms.

His objective is not to remove uncertainty from markets—something no trader or technology can achieve—but to make risk understandable enough that clients are not constantly reacting to every market movement.

“My definition of good risk management is simple,” said Mali. “Do the research properly, spread the exposure intelligently and use technology to keep watching the risks. If the framework is built correctly, you should be able to step away from the screen and sleep well at night.”

That philosophy increasingly defines David Mali’s role at ARKBRIDGE: combining more than 15 years of human market experience with AI-supported portfolio monitoring, disciplined allocation and transparent risk controls.

For more info visit: https://arkbridge.com/ 

ARKBRIDGE’s Broader Risk-First Approach

Mali’s approach reflects a broader principle within ARKBRIDGE: effective CFD trading starts with understanding and controlling risk before focusing on potential returns. The platform combines AI-assisted portfolio monitoring with human specialist guidance and a range of practical risk-management controls, including stop-loss and take-profit orders, trailing stops, margin monitoring, margin close-out controls and negative-balance protection for retail clients. These tools are designed to help traders define risk before entering a position, monitor exposure while markets are moving and respond when conditions change. ARKBRIDGE’s AI-supported technology adds another layer by helping clients identify changes in volatility, concentration and portfolio exposure, while experienced specialists can provide context around allocation, market conditions and the appropriate use of available risk tools.

Looking Ahead

As ARKBRIDGE continues to expand, the combination of human market experience, AI-supported portfolio monitoring, disciplined risk-management controls and transparent trading costs will remain central to its approach. For David Mali, the objective is not to predict every market move, but to help clients build a clearer and more structured framework around the decisions they make. By bringing together more than 15 years of market experience with modern technology, portfolio-level risk monitoring and a strong focus on cost transparency, ARKBRIDGE aims to give traders and investors the tools, information and human support needed to approach global markets with greater discipline, clarity and control.

About ARKBRIDGE

ARKBRIDGE is a multi-asset trading platform that has operated since 2020 and expanded broader access to new traders and investors in 2026.

The platform combines trading technology, risk-management tools, account-security controls and client support with access to global financial markets through web and mobile trading.

ARKBRIDGE has now reached more than 50,000 clients.

Risk Warning: CFDs are complex leveraged instruments and carry a substantial risk of loss. Risk-management tools, diversification and specialist support cannot eliminate market risk or guarantee positive investment results.

Contact

CMO
David Kaladze
davidk@arkbridge.com

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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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Press Release

Wingsure Launches Coffee Intelligence to Turn Verified Farm Evidence Into Decision-Grade Insights

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Wingsure COFFEA is a deep-tech platform that creates a reusable farm intelligence layer for sustainability, sourcing, production, compliance, risk and finance while helping growers build value from their own farm records.

 

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Image caption: Avi Basu, Founder, CEO, Wingsure

NEW YORK, September 2026: Wingsure, a deep-tech agricultural intelligence company and SRI spinout built on foundational technology developed with SRI, announced on September 28, 2026, the launch of Wingsure COFFEA, a platform that captures and verifies farm-level evidence and turns it into decision-grade intelligence for the global coffee sector.

Coffee connects millions of smallholder farms across diverse growing regions with a global market facing mounting climate risk, productivity challenges and sustainability requirements. Companies increasingly need credible farm-level intelligence to support traceability and deforestation safeguards, strengthen sourcing, understand production and quality, manage risk, support growers and make better-informed investment decisions.

Today, the same farm may be assessed separately for sustainability, sourcing, production, certification, finance and risk. This can create repeated work for growers while leaving enterprises with fragmented and often static views of farm conditions. Wingsure COFFEA takes a different approach: capture evidence at the farm, verify it at the source, build the farm record over time, and make that intelligence reusable across multiple programmes and business decisions. 

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“What excites us about coffee is the opportunity to bring years of foundational deep-tech work to one of the world’s most important agricultural ecosystems – and to do it in a way that creates value on both sides of the farm gate,” said Avi Basu, Founder and CEO of Wingsure. “We have been fortunate to learn alongside some of the most respected organizations and people in coffee. One lesson has become very clear: a farm cannot be understood through a periodic form, a declaration, or a satellite image alone. It is a living system.”

“Our job is to turn what is happening on that farm into trusted intelligence that gets better over time. For the grower, that means a farm record that becomes more valuable with every season. For the enterprise, it means a common intelligence foundation for better decisions across sustainability, sourcing, production, risk and finance.”

For growers, the platform is designed to ensure that their knowledge, observations and actions do not disappear into disconnected surveys and programs. A farm record can become progressively more useful, helping growers demonstrate practices and progress, receive more relevant advisory support and, through participating in programmes, connect verified information with economic opportunities such as incentives, insurance and credit.

Using the smartphone already in a grower’s hand, Wingsure combines augmented-reality guided capture, multilingual voice capabilities, agronomic knowledge, computer vision, geospatial analytics, artificial intelligence and machine learning. Field observations can be geotagged, timestamped and converted into machine-readable records, including in offline environments. Satellite and drone context can further enrich the farm record.

“AI is only as credible as the evidence beneath it,” said Dr. Bikram Sengupta, Co-founder and CTO of Wingsure. “Our architecture keeps every insight connected to what was captured, where and when. That allows verification, inference and prediction to become part of one traceable intelligence system. The goal is not simply more data. It is intelligence you can trust.”

Together, these capabilities create a living intelligence layer spanning crop condition, farming practices, production signals and risk. Instead of becoming another isolated point solution, the platform is designed to support existing enterprise sustainability, sourcing, traceability, carbon, finance and risk systems by giving them a stronger, evidence-grounded understanding of the farm.

Perspectives from leaders across the coffee and agricultural risk ecosystem working with Wingsure underscore the importance of trusted farm-level intelligence in supporting growers, strengthening agricultural systems and improving enterprise decision-making.

Álvaro Gaitán, Technical Manager of the Colombian Coffee Growers Federation (FNC), one of the world’s most influential producer-led coffee organizations, representing more than half a million coffee-growing families in Colombia and behind the globally recognised Juan Valdez® brand, said:

“As a grower-led institution, FNC is focused on building the next generation of capabilities Colombian coffee producers will need to compete globally. Better, more timely farm intelligence is central to that vision. We are engaging with Wingsure to explore how its technology can complement FNC’s existing capabilities and help strengthen the coffee ecosystem for Colombian growers.”

From the agricultural risk and financial services side, Madhukar Sinha, President – Govt & Rural Business, Tata AIG General Insurance Company Ltd., one of India’s leading private general insurers and a joint venture between the Tata Group and AIG, said:

“Agricultural insurance has an important role to play in building farmer resilience, but achieving that at scale requires a much clearer and more timely understanding of what is actually happening at the farm. Wingsure’s approach is compelling because it connects verified field evidence with the intelligence needed for risk assessment and decision-making. The ability to create a trusted, continuously developing record of the farm can be valuable not only for insurance, but across the broader agricultural ecosystem. We believe Wingsure is addressing an important challenge with technology that has the potential to operate at a meaningful scale.”

The launch builds on Wingsure’s work across coffee and other crops to capture, verify, and analyse farm-level information for applications including crop health monitoring, damage and loss assessment, regenerative and sustainable practices verification, production and risk intelligence, agricultural insurance and credit. The platform traces its origins to computer vision and augmented reality technology developed by Wingsure in collaboration with SRI.

In coffee, Wingsure is extending this foundation into yield intelligence and coffee science applications, supported by real-world validation. Over time, each observation, intervention, and season compounds the intelligence around the farm – creating a persistent foundation from which new questions can be answered without rebuilding the evidence base each time.

The launch coincides with Wingsure’s participation in two major global coffee gatherings in Switzerland: the Global Coffee Platform’s 10th Anniversary Celebration in Geneva on September 30 and the Swiss Coffee Trade Association’s 17th Forum & Dinner in Montreux on October 1 – 2 – bringing industry leaders together around the future of coffee.

About Wingsure

Wingsure is a deep-tech agricultural intelligence company and an SRI spinout building verified farm-level intelligence for the global agriculture sector. The company uses computer vision, geospatial technologies, multilingual artificial intelligence, machine learning and guided, field-level digital capture to transform farm evidence into trusted, decision-grade intelligence.

With a presence across New York, Kolkata, Bogotá and Kuala Lumpur, Wingsure supports applications spanning sustainability, production, sourcing, compliance, regenerative agriculture, finance, insurance and risk management. Its technology enables farm-level information to be captured, verified and continuously enriched, helping enterprises make better-informed decisions while allowing growers to derive greater value from the records they help create.

For more information, please visit www.wingsure.co or email hello@wingsure.co.

Media Contact

Organization: Wingsure

Contact Person: Avi Basu

Website: http://www.wingsure.co

Email: Send Email

Country: United States

Release id: 49967

View source version on King Newswire:
Wingsure Launches Coffee Intelligence to Turn Verified Farm Evidence Into Decision-Grade Insights

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Press Release

Plugsic Delta-Zero Protocol Logs Zero Down Months Across 9-Month Live Audit

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New York, NY, USA, October 15th, 2026, FinanceWire

Plugsic Releases Nine-Month Performance Audit for “Delta-Zero” Protocol: Audit Records Zero Down Months Across Historical Beta Evaluation

Sovereign Execution platform review observes 0.018 market beta and capital preservation across three consecutive quarters of digital asset volatility.

Plugsic, a financial technology infrastructure provider, today published the independent nine-month performance audit of its proprietary “Delta-Zero” risk management protocol. Deployed across the company’s Sovereign Execution platform in January 2026, historical evaluation data from the protocol observed capital preservation, zero negative months during the evaluation window, and an annualized Sharpe ratio of 3.14 through three quarters of digital asset market volatility.

As macroeconomic uncertainty and digital asset volatility persist throughout 2026, capital preservation remains a core focus for self-directed allocators. Plugsic’s protocol addresses this by systematically targeting the pricing spread (basis) between spot and derivative instruments. By automating real-time counter-hedges millisecond-by-millisecond, the software is engineered to minimize directional price exposure while capturing basis spreads.

Addressing the “Backtest Fallacy”

Traditional quantitative tools frequently suffer from the “backtest fallacy”—algorithmic models that show strong simulated returns but face slippage, funding volatility, and liquidity friction in live environments.

“When we deployed Delta-Zero in January, our objective was to move beyond theoretical models and evaluate automated hedging in production environments,” said Matt Thompson, CFO at Plugsic. “Nine months of live evaluation data demonstrate the mechanics of the architecture. While broader digital asset markets experienced sharp intraday swings, our active users observed zero down months across the test period. Rather than speculating on market direction, Delta-Zero is engineered to capture spreads driven by structural market mechanics.”

Key Performance & Audit Highlights (Observed Period: Q1–Q3 2026):

  • Market Neutrality Profile: Delta-Zero maintained an aggregate market beta of |β| < 0.018 relative to benchmark digital asset indices during the audited period, reflecting low directional price correlation.
  • Historical Month-over-Month Consistency: Across all nine observed months, the protocol recorded positive net monthly performance after executing continuous, real-time dual-leg counter-hedges.
  • Risk-Adjusted Metrics: The platform observed an annualized Sharpe ratio of 3.14 and a Sortino ratio of 4.22 across the evaluation sample.
  • Execution Resilience: Plugsic’s millisecond-latency dark pool routing handled multiple market volatility cascades with zero forced liquidations observed across active user accounts.
  • Non-Custodial Architecture: 100% of analyzed execution volume occurred non-custodially via secure API and segregated vault rails directly on user-governed accounts, designed to mitigate counterparty commingling risks.

Fiduciary Structure and Capped Capacity

Unlike traditional fund structures that charge ongoing management fees and impose capital lockups, Plugsic’s Sovereign Execution platform utilizes a High-Water Mark framework: 0% annual management fees and T+1 liquidity access, aligning software licensing compensation with net alpha generation.

To preserve execution quality and mitigate potential spread compression from liquidity slippage, Plugsic confirmed that active deployment capacity on the Sovereign Execution platform will remain limited to a capped cohort of 150 private execution nodes.

Availability & Documentation

The complete Nine-Month Quantitative Performance Audit and technical factsheet are available at Plugsic Verified Audit. Platform access requests are processed on a rolling basis subject to node availability.

About Plugsic

Plugsic is a software technology provider engineering automated quantitative infrastructure. The company builds sovereign, non-custodial execution environments that combine machine learning models with institutional-grade risk management protocols, enabling self-directed operators to deploy automated risk-mitigated strategies.

Disclaimer

Plugsic is a software technology provider and does not provide investment, financial, legal, or tax advice, nor does it operate as an investment manager, custodian, or broker-dealer. The Sovereign Execution platform is an automation software tool for self-directed participants. Past performance is not indicative of future results.

Contact

Roger Davis
Plugsic
media@plugsicai.com

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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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Press Release

Lepu Seal Expands Mechanical Seal Replacement Solutions for Major Pump Applications

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Guangzhou Lepu Machinery Co., Ltd. highlights its mechanical seal replacement solutions for John Crane, Grundfos, and other pump applications, supporting industrial maintenance requirements with replacement components and application-focused product options.

China, 16th Oct 2026 – Guangzhou Lepu Machinery Co., Ltd., operating under the Lepu Seal name, is highlighting its range of mechanical seal replacement solutions for John Crane, Grundfos, and other pump applications. The company serves industrial equipment users seeking replacement sealing components for pump maintenance, equipment servicing, and ongoing operational requirements.

Mechanical seals are essential components in many pumping systems, helping control fluid leakage where rotating shafts pass through equipment housings. Their condition can affect equipment reliability, maintenance schedules, and the handling of liquids in industrial processes. Selecting a suitable replacement requires attention to the pump model, operating conditions, fluid characteristics, and installation requirements.

Lepu Seal provides mechanical seal products intended for a range of industrial applications, including replacement options associated with established pump and sealing equipment brands. Its product offerings include cartridge mechanical seals and other sealing solutions designed for different equipment configurations.

Replacement Options for John Crane and Grundfos Applications

Industrial facilities frequently need replacement components when mechanical seals experience wear, leakage, or damage during operation. Compatibility is an important consideration because sealing requirements can vary according to equipment design, shaft dimensions, pressure, temperature, and the characteristics of the pumped medium.

Lepu Seal offers replacement solutions for applications associated with John Crane and Grundfos equipment. These options are intended to help maintenance teams and equipment purchasers identify components that correspond to their specific pump requirements.

Before selecting a replacement, buyers typically need to confirm the original seal reference, relevant dimensions, operating parameters, and installation configuration. Providing accurate equipment information can help suppliers assess compatibility and identify an appropriate product option.

The availability of replacement components can also support maintenance planning by giving industrial operators additional sourcing options when servicing existing equipment. Final suitability depends on the specific pump model, process conditions, and technical specifications of the replacement seal.

Cartridge Mechanical Seals and Industrial Pump Components

Cartridge mechanical seals are commonly used in industrial pumping applications because their assembled design can simplify certain installation and maintenance procedures compared with component-by-component seal arrangements. Depending on the equipment and application, cartridge designs may help reduce installation complexity and support consistent seal positioning.

Lepu Seal lists cartridge mechanical seals among its product offerings, including the LP 891 cartridge mechanical seal for paper-making equipment. The company also lists dry gas seal products and components associated with various pump configurations.

Its product listings extend to equipment associated with progressive cavity pumps, screw pumps, and other industrial pumping systems. Examples include products referencing SEEPEX, NETZSCH, VIKING PUMP, and BORNEMANN equipment.

These listings indicate the range of pump-related components presented in the company’s catalog. Specific availability, compatibility, materials, and performance characteristics should be confirmed directly with the supplier for each application.

Supporting Industrial Maintenance and Equipment Sourcing

Replacement mechanical seals play an important role in planned maintenance and equipment servicing across industries that rely on fluid-handling systems. Maintenance teams must consider factors such as leakage control, equipment specifications, installation conditions, and the properties of the fluid being handled when evaluating replacement components.

For purchasing teams, access to product information and direct communication with suppliers can help clarify technical requirements before an order is placed. Confirming the equipment model and original component details is particularly important when sourcing alternatives for existing pump installations.

Lepu Seal provides product information through its website, where prospective customers can review available categories and submit inquiries about particular components. The company can be contacted to discuss replacement requirements for John Crane, Grundfos, and other pump applications.

Further product information is available at https://www.lepuseal.com/john-crane-mechanical-seal.html.

About Guangzhou Lepu Machinery Co., Ltd.

Guangzhou Lepu Machinery Co., Ltd. operates under the Lepu Seal name and supplies mechanical seal products and pump-related components for industrial applications. Its product range includes cartridge mechanical seals, dry gas seals, and components associated with different pumping equipment configurations. The company provides online product information and inquiry options for customers seeking details about specific sealing and replacement requirements.

Media Contact

Mr. Mark Ao
Guangzhou Lepu Machinery Co., Ltd.
Email: mark@lepuseal.com
WhatsApp: +86 18903009893
Website: https://www.lepuseal.com/john-crane-mechanical-seal.html

Source: https://www.lepuseal.com/john-crane-mechanical-seal.html

Media Contact

Organization: Guangzhou Lepu Machinery Co., Ltd.

Contact Person: Mr. Mark Ao

Website: https://www.lepuseal.com/john-crane-mechanical-seal.html

Email: Send Email

Country: China

Release id: 49963

View source version on King Newswire:
Lepu Seal Expands Mechanical Seal Replacement Solutions for Major Pump Applications

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