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Finance firms face surging AI risks as conduct incidents average USD 14 million

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The share of C-suite executives identifying AI-related conduct risks as a top material risk has jumped from 16% over the past three years to 56% over the next three years, ranking first among non-financial risks.While executives report that major business conduct risk incidents rose by 55% between 2023 and 2025, with each incident costing USD 14 million on average, the majority of firms continue to invest in conduct data reactively rather than preventively.As financial firms scale AI across risk workflows, trusted data becomes essential to keep outputs relevant, accurate, and auditable – helping prevent hallucinations from spreading across models, dashboards, portfolios, and decisions.

ZURICH, June 11, 2026 /PRNewswire/ — RepRisk, the world’s most respected DaaS company for business conduct risks, today released new analysis from its global Business Conduct Risk Intelligence Report 2026, based on a survey of more than 500 C-suite executives across banks, asset managers, asset owners, and other financial institutions, conducted in collaboration with Oxford Economics.

Major risk incidents rise as costs mount

RepRisk’s new analysis estimates that firms face USD 28 million to USD 43 million in annual cost exposure from reputational and business conduct risks, with companies experiencing two to three significant incidents per year on average and each incident costing around USD 14 million. The most severe incidents average USD 37.6 million, highlighting the financial value of earlier detection and prevention.

Even modest improvements in monitoring – such as reducing incident frequency by 5% to 10% or accelerating escalation before issues intensify – could help mitigate multi-million-dollar losses annually. By enabling firms reduce blind spots, shorten decision cycles, strengthen governance, and improve auditability and decision confidence, structured business conduct risk intelligence creates measurable value, with C-suite executives surveyed expecting the ROI from these capabilities to double within three years.

AI risks surge as adoption scales

The report found that only 16% of executives identified AI-related conduct risks as a top material risk over the past three years – but 56% expect them to be a top material risk over the next three years. Against this backdrop, executives report that major business conduct risk incidents rose 55% between 2023 and 2025, while 67% say overall risk complexity has increased over the past year.

AI risks are surging just as banks, asset managers, asset owners, and other financial institutions are embedding AI into core workflows, from transaction due diligence and risk monitoring to portfolio oversight, compliance, KYC, and stewardship engagement. For financial institutions, the stakes are magnified by scale. Business conduct risk data can inform decisions across large portfolios, client relationships, counterparties, transactions, and internal control frameworks. If flawed or inconsistent data enters AI-driven workflows, errors can spread across models, dashboards, portfolios, and decisions – becoming difficult to identify, explain, or reverse after the fact.

“As we celebrate RepRisk’s 20-year anniversary, our founding mission, to bring transparency to business conduct risks to drive positive change, has never been more relevant,” said Philipp Aeby, CEO and Co-Founder of RepRisk. He added, “AI is moving deeper into financial decision-making, but models are only as trustworthy as the data and guardrails behind them. Hallucinations, inconsistent sources, and opaque methodologies can quickly scale into costly business decisions. Financial leaders want the speed of AI without the risks of black-box automation. They want trusted, AI-powered risk intelligence with humans in the lead, built on data they can explain, defend, and stand behind.”

The survey points to a clear preference for human-led AI when business conduct risk data informs material decisions. Across the full sample, 73% of executives report using human-AI hybrid approaches, while 67% trust hybrid data for material risk and investment decisions, compared with 35% for AI-only approaches. This preference is even stronger among banks, where 74% of respondents express confidence in human-AI hybrid data, underscoring demand for technology enhanced by expert oversight, rather than full automation.

About RepRisk

RepRisk is the world’s most respected Data as a Service (DaaS) company for reputational risks and responsible business conduct. Since 2006, RepRisk’s data has been trusted by the world’s leading banks, investment managers, Fortune 500 companies, sovereign wealth funds, and organizations such as the OECD and UN. Combining advanced AI with deep human expertise, and a proven methodology at the core, RepRisk’s solutions bring peace of mind, enabling clients to ‘know more, be sure, and act faster’. Our pioneering solutions help to strengthen due diligence processes across business conduct topics, such as biodiversity, deforestation, human rights, and corruption, empowering clients to identify, monitor, and mitigate reputational, compliance, and financial risks. Headquartered in Zurich, and with offices in Toronto, New York, London, Berlin, Manila, and Tokyo, we stay close to clients and bring an independent lens to the industry. United by our shared belief in the power of data, our 400 people are proud to be setting the global standard for business conduct data and driving positive change through transparency. Visit us at reprisk.com and follow us on LinkedIn

Contact –  Mathias Fürer, +41 41 552 30 01, media@reprisk.com

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SOURCE RepRisk

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Hong Kong: The New Dubai for Global Founders? Osome Backs the Next Wave

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SINGAPORE, HONG KONG and DUBAI, UAE, July 27, 2026 /PRNewswire/ — Osome, the AI company management platform trusted by 50,000+ tech founders, is expanding support for global founders exploring Hong Kong alongside the UAE, offering another attractive environment for ambitious companies.

For entrepreneurs drawn to Dubai’s low-tax, business-friendly environment, Hong Kong offers many of the same advantages. Under its territorial tax system, profits sourced outside Hong Kong are 100% tax-exempt, with no capital gains, dividend or VAT tax. It also allows 100% foreign ownership, operates under common law, and maintains a stable currency pegged to the US dollar.

Where Hong Kong stands apart is its gateway to Asia’s innovation economy. Its proximity to Shenzhen’s manufacturing base and links to mainland China through CEPA give hardware, IoT, robotics and e-commerce businesses direct access to the Greater Bay Area. Unlike Dubai’s financial free zones, Hong Kong’s common law framework applies across the entire city. It also ranks third globally and first in Asia-Pacific on the Global Financial Centres Index, compared with Dubai’s seventh.

For founders choosing between global hubs, selecting a location is only the first step. Operating across jurisdictions brings added complexity around incorporation, accounting, tax and compliance. Across Singapore, Hong Kong, the UK and the UAE, Osome enables founders to incorporate companies in as fast as 7 days while managing back-office operations, including accounting, bookkeeping and compliance.

As companies become increasingly global, founders are also looking for smarter ways to manage these operations. Osome is also embedding AI into company management through its Model Context Protocol (MCP) server, turning founders’ preferred AI assistants into a business command center. Through Claude, ChatGPT, and Gemini, founders can securely retrieve transactions, shareholder records, financial reports, and other company data from a single AI interface.

Eugenio Ferrante, CEO of Osome, said, “Founders expanding across the UAE and Hong Kong are not held back by ambition, but by administrative drag. A few years ago, managing entities in more than 1 market meant hiring separate accountants, navigating endless email chains, and losing 40 hours a month to basic compliance. “We built our platform and MCP integration to help founders manage cross-border operations through AI. Global expansion should take days, not months.”

About Osome

Osome is an AI company-management platform combining human expertise with automation for incorporation, accounting and tax compliance. Since 2017, it has served 50,000+ startups in Singapore, Hong Kong, the UK and the UAE. Learn more at osome.com.

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SOURCE Osome Ltd

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Mapex AI Accelerates Global Growth in Geospatial Intelligence through Strategic Government Projects and International Partnerships

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NOIDA, India, July 27, 2026 /PRNewswire/ — Mapex AI Private Limited, a leading geospatial technology company, continues to strengthen its global presence by delivering innovative, enterprise-grade geospatial solutions that transform complex spatial data into actionable intelligence.

The Company has developed deep expertise in delivering GIS-based Master Planning, Land Information Systems, Property Tax Solutions, Utility Mapping, Digital Twins, Navigation, High-Precision Surveys, Enterprise GIS, and Geospatial Data Infrastructure to support India’s flagship digital governance and infrastructure programmes.

In the past year, Mapex AI has been awarded several large-scale government projects across India, further demonstrating its capabilities in delivering mission-critical geospatial solutions. The Company is supporting emergency response systems under the Dial 112 initiative through advanced geospatial technologies that enhance situational awareness and operational efficiency. Under the Government of India’s AMRUT 2.0 Mission, Mapex AI is deploying advanced drone technologies to capture high-resolution aerial imagery and develop three-dimensional (3D) urban geospatial models, enabling evidence-based planning and the creation of sustainable, future-ready cities.

Mapex AI is also supporting state governments under the Digital India Land Records Modernization Programme (DILRMP) by deploying AI-powered geospatial surveys for land resource management. These solutions help modernize land administration, improve data accuracy, and promote transparency in governance through advanced spatial intelligence.

Expanding beyond India, Mapex AI has successfully delivered AI-powered geospatial services to international partners in Australia and Taiwan, supporting the creation of high-definition GIS maps through 360-degree imagery capture and advanced spatial data processing. The Company has further strengthened its national footprint through empanelment with premier government organizations, including State Space Application Centres, State Development Corporations, and Public Sector Undertakings (PSUs) reinforcing Mapex AI’s capability to execute large-scale geospatial, surveying, mapping, drone, and enterprise GIS projects across multiple sectors.

Commenting on Company’s growth, Co-Founder & CEO Surendra Nath Das said: 

“Geospatial intelligence is becoming the foundation of smarter governance and sustainable infrastructure development. At Mapex AI, we are committed to delivering innovative, technology-driven solutions that empower governments and enterprises to make faster, more informed decisions. As India accelerates its digital transformation journey, we remain focused on developing scalable geospatial platforms that create lasting value for governments, businesses, and citizens while contributing to sustainable economic growth.”

Driven by innovation, Mapex AI invests in Artificial Intelligence (AI), automation, cloud computing, drone technologies, remote sensing, and geospatial intelligence to develop scalable, future-ready solutions.

Media Contact: 

Mapex AI Private Limited
Website: www.mapex.ai 
Email: contact@mapex.ai 

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India Electrical Switches Market to Reach USD 1,864.83 Million by 2032 – Credence Research

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PUNE, India, July 27, 2026 /PRNewswire/ — The “India Electrical Switches Market – Growth, Share, Opportunities & Competitive Analysis, 2026–2032” report has been added to the Credence Research Inc. offering.

The India Electrical Switches Market was valued at USD 1,056.93 million in 2025 and is projected to reach USD 1,864.83 million by 2032, registering a CAGR of approximately 8.36% from 2026 to 2032. Market growth is supported by expanding residential construction, commercial development, infrastructure modernization, and rising demand for modular, smart, touch-enabled, and aesthetically designed switches. Increasing consumer awareness, urban electrification, organized retail expansion, and growing adoption of home automation systems are strengthening demand across both mature metropolitan markets and emerging tier 2 and tier 3 cities.

Key Takeaways

The India Electrical Switches Market is projected to grow from USD 1,056.93 million in 2025 to USD 1,864.83 million by 2032 at a CAGR of approximately 8.36%.Residential construction, commercial real estate, infrastructure investment, and institutional development remain major sources of electrical switch demand.Modular and smart switches are gaining adoption as consumers prioritize safety, convenience, visual appeal, and compatibility with connected home systems.West India leads with a 35.48% share, followed by South India at 26.54%, North India at 23.47%, and East India at 14.50%.Organized retail, project sales, and e-commerce channels are expanding market access and supporting wider availability of branded switches.

Scope & Segmentation – India Electrical Switches Market

The report provides a comprehensive analysis of the India Electrical Switches Market, covering revenue forecasts from 2026 to 2032. It evaluates market drivers, trends, challenges, growth opportunities, competitive dynamics, and regional developments influencing demand across residential, commercial, industrial, institutional, and infrastructure applications.

The study examines how changing consumer preferences, smart home adoption, electrical safety awareness, premium housing development, and organized distribution are transforming the competitive landscape. It also evaluates demand across economy, mid-range, premium, and luxury product categories and analyzes the growing role of modular, smart, touch, and multifunctional switching systems.

The India Electrical Switches Market is segmented based on type, mechanism, end-user, price range, sales channel, and region.

By Type, the market includes Modular Switches, Conventional Switches, Smart Switches, Touch Switches, Push Button Switches, and Other Switches.By Mechanism, the market includes One-Way and Bidirectional/Intermediate Multifunctional switches.By End-User, the market includes Residential, Commercial, Industrial, Institutional, and Infrastructure & Utilities.By Price Range, the market includes Economy, Mid-Range, Premium, and Luxury/Designer products.By Sales Channel, the market includes Retail Hardware Stores, Modern Retail/Home Improvement Stores, OEMs & Project Sales, and E-Commerce.By Region, the market is analyzed across North India, South India, West India, and East India.

Access crucial information at unmatched prices!

Request your sample report today and start making informed decisions powered by Credence Research Inc. – https://www.credenceresearch.com/report/india-electrical-switches-market 

Why This Report Matters

This report provides a detailed view of a rapidly evolving electrical products market supported by construction growth, electrification, and rising demand for modern switching solutions.It helps decision-makers understand how modular design, smart home integration, safety requirements, and premiumization are influencing product selection.The study evaluates regional market shares, growth rates, and absolute revenue opportunities across North, South, West, and East India.For manufacturers, distributors, retailers, contractors, real estate developers, and investors, the report provides actionable intelligence to support product planning, distribution expansion, and long-term market strategy.

Market Overview

Industry Landscape and Value Chain AssessmentSupply-Side EvaluationDemand-Side EvaluationStakeholder MappingPorter’s Five Forces ReviewPESTLE Environment AssessmentMarket Forecast and Future DirectionShort-Term Forecast, 0–2 YearsMid-Term Forecast, 3–5 YearsLong-Term Forecast, 5–10 YearsMarket Entry and Expansion Strategy

Market Insights

Customer and End-User AnalysisCustomer Experience ComparisonGrowth Opportunity AssessmentChannel and Distribution ReviewPricing Movement AnalysisRegulatory and Compliance ReviewSustainability and ESG AssessmentRisk and Disruption AnalysisInvestment Return and Cost Evaluation

Key Attributes

Attribute

Details

Market Size 2025

USD 1,056.93 Million

Market Size 2032

USD 1,864.83 Million

CAGR

8.36 %

Forecast Period

2026–2032

Base Year

2025

Segmentation Covered

Type, Mechanism, End-User, Price Range, Sales Channel, Region

Key Regions

North India, South India, West India, East India

Major Players

Legrand India, Schneider Electric India, Anchor by Panasonic, Havells India Limited, GM Modular Pvt. Ltd., Goldmedal Electricals Pvt. Ltd., Wipro Consumer Lighting, V-Guard Industries Ltd., Polycab India Limited, BCH Electric Limited, ABB India, Lauritz Knudsen Electrical & Automation, RR Kabel Limited, Finolex Cables, GreatWhite Global Pvt. Ltd.

Segmentation

By Type

Modular SwitchesConventional SwitchesSmart SwitchesTouch SwitchesPush Button and Other Switches

By Mechanism

One-WayBidirectional/Intermediate Multifunctional

By End-User

ResidentialCommercialIndustrialInstitutionalInfrastructure & Utilities

By Price Range

EconomyMid-RangePremiumLuxury/Designer

By Sales Channel

Retail Hardware StoresModern Retail/Home Improvement StoresOEMs & Project SalesE-Commerce

By Region

North IndiaSouth IndiaWest IndiaEast India

Regional Growth Reflects Construction Expansion, Urban Electrification, and Smart Product Adoption

West India leads the India Electrical Switches Market with a 35.48% share. The region is projected to generate an absolute revenue growth opportunity of USD 267.28 million between 2025 and 2032, expanding at a CAGR of 7.70%. Maharashtra and Gujarat remain the primary demand centers due to large residential projects, commercial development, industrial activity, and infrastructure investment. Mumbai, Pune, Ahmedabad, Surat, and other urban markets also support strong demand for premium, smart, modular, and aesthetically designed switches.South India holds the second-largest regional share at 26.54%. The region is expected to create an absolute revenue opportunity of USD 224.34 million from 2025 to 2032, registering a CAGR of 8.83%. Growth is driven by rapid urban development, IT parks, data centers, institutional construction, manufacturing facilities, and premium residential projects across Karnataka, Tamil Nadu, Telangana, Andhra Pradesh, and Kerala. High consumer awareness and strong organized retail penetration support adoption of modular, smart, touch, and designer switches.

Market Challenges Include Price Competition, Unorganized Supply, and Technology Integration Costs

The India Electrical Switches Market faces strong price competition, particularly in the economy and mid-range segments. Regional and unorganized manufacturers compete aggressively on pricing, which can pressure margins for branded companies and slow consumer migration toward higher-quality products in price-sensitive markets.

Counterfeit and low-quality electrical products also create safety concerns and affect brand trust. Limited awareness of product certification, electrical safety standards, and long-term durability can encourage customers to select lower-cost alternatives, especially in smaller cities and rural markets.

Smart and touch switches face additional adoption barriers linked to higher upfront costs, compatibility requirements, installation complexity, and dependence on stable connectivity. Manufacturers must balance advanced features with affordability and ease of installation to expand beyond premium residential and commercial applications.

Future Outlook

The India Electrical Switches Market is expected to maintain steady growth through 2032 as residential construction, commercial real estate, industrial expansion, and infrastructure modernization continue to generate demand. Modular switches will remain widely adopted due to their safety, flexibility, and modern design, while conventional switches will retain demand in economy-focused and replacement markets.

Smart switches, touch switches, and connected control systems are expected to gain stronger traction as home automation and energy management become more common. Premium residential projects, hotels, offices, hospitals, data centers, and institutional buildings will support demand for feature-rich and aesthetically differentiated products.

E-commerce and modern retail channels will improve product access and price transparency, while OEM and project sales will remain important for large construction and infrastructure contracts. Manufacturers that combine broad distribution, reliable quality, strong branding, and smart product innovation will be best positioned to capture future growth.

Competitive Landscape

The India Electrical Switches Market includes domestic electrical product manufacturers, multinational companies, cable and wiring brands, modular switch specialists, and smart home technology providers. Competition centers on price, safety, design, distribution reach, product durability, smart functionality, and brand recognition.

Leading companies are expanding modular and connected product portfolios while strengthening retail, dealer, electrician, architect, and project-contractor networks. Product differentiation increasingly focuses on aesthetic finishes, touch controls, voice integration, automation compatibility, fire-resistant materials, and energy management features.

Organized manufacturers benefit from quality certification, broad product portfolios, after-sales support, and established project relationships. Regional players compete through lower pricing and local distribution strength, particularly in economy and replacement applications.

Key Player Analysis

Legrand IndiaSchneider Electric IndiaAnchor by PanasonicHavells India LimitedGM Modular Pvt. Ltd.Goldmedal Electricals Pvt. Ltd.Wipro Consumer LightingV-Guard Industries Ltd.Polycab India LimitedBCH Electric LimitedABB IndiaLauritz Knudsen Electrical & AutomationRR Kabel LimitedFinolex CablesGreatWhite Global Pvt. Ltd.

Report Coverage

The research report offers an in-depth analysis based on Type, Mechanism, End-User, Price Range, Sales Channel, and Region. It details leading market players, providing an overview of their businesses, product portfolios, investments, distribution strategies, and key end-user applications.

The report also includes insights into the competitive environment, current market trends, and the primary drivers and challenges influencing market development. It evaluates the effects of smart home adoption, construction activity, product premiumization, organized retail expansion, and changing consumer expectations on the electrical switches industry.

The study further assesses regional demand patterns, absolute revenue opportunities, pricing dynamics, and channel developments across India. It provides strategic recommendations for new entrants and established companies seeking to strengthen their position in the India Electrical Switches Market.

Access crucial information at unmatched prices!

Request your sample report today and start making informed decisions powered by Credence Research Inc. – https://www.credenceresearch.com/report/india-electrical-switches-market 

Shape Your Report to Specific Countries or Regions and Enjoy 30% Off!

Customize Now 

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About Us

Credence Research Inc is a global market intelligence and consulting firm founded in 2015. It delivers deep market insights, quantitative analysis, and strategic guidance to business leaders, investors, governments, NGOs, and non-profit groups worldwide. The company helps organizations evaluate markets, understand trends, reduce risk, and make data-driven decisions that support growth and competitive strategy. Credence Research is known for rigorous research methods and comprehensive analytics.

The firm produces detailed reports covering market size, forecasts, growth drivers, trends, and competitive landscapes across many industries. Each report often includes frameworks like PESTLE and Porter’s Five Forces to give a complete view of market dynamics and future potential. Credence Research also provides tailored consulting services, due diligence support, go-to-market planning, and pre-IPO research to strengthen client strategies and investment narratives. Its insights come from both primary and secondary research, expert interviews, and advanced data modelling. The firm’s client base spans Europe, the Americas, Asia-Pacific, and the Middle East/Africa.

To find out more, visit www.credenceresearch.com or follow us on X.comLinkedIn and Facebook

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