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Risk Analytics Market worth $54.69 billion by 2031 – Report by MarketsandMarkets™

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DELRAY BEACH, Fla., Oct. 28, 2026 /PRNewswire/ — According to MarketsandMarkets™, the Risk Analytics Market is projected to grow from USD 35.68 billion in 2026 to USD 54.69 billion by 2031, at a CAGR of 8.9% during the forecast period.

Browse 350 market data Tables and 75 Figures spread through 420 Pages and in-depth TOC on ‘Risk Analytics Market – Global Forecast to 2031’

Risk Analytics Market Size & Forecast:

Market Size Available for Years: 2021–20312025 Market Size: USD 31.61 billion2026 Market Size: USD 35.68 billion2031 Projected Market Size: USD 54.69 billionCAGR (2026–2031): 8.9%

Risk Analytics Market Trends & Insights:

The market is driven by increasing adoption of predictive analytics, artificial intelligence, machine learning, quantitative risk modeling, fraud detection, stress testing, and integrated risk management platforms across banking, insurance, capital markets, and other industries.Software is estimated to account for 37.2% of the Risk Analytics Market in 2026.The technology risk segment is expected to register the fastest growth of 11.4% CAGR between 2026 and 2031.The healthcare & life sciences segment is expected to be the fastest-growing segment across the forecast period.North America is estimated to account for the largest regional share of 37.01% in 2026.

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The expansion of the Risk Analytics Market is influenced by various factors, including the growing frequency and complexity of global risks, the increasing demand for efficient decision-making tools in companies, and technological advancements like artificial intelligence (AI) and machine learning (ML). Organizations across sectors such as finance, healthcare, and manufacturing are using risk analytics to anticipate potential disruptions and ensure regulatory compliance. The growing reliance on big data, combined with the rise in IoT devices, has expanded the volume of data available for analysis, enabling more precise risk evaluations. Moreover, rising cyber threats, coupled with demand for robust cybersecurity strategies, are driving the need for risk management solutions. Additionally, the evolving landscape of climate-related risks and natural disasters is prompting organizations to integrate climate risk models into their assessments. Together, these factors underscore the need for comprehensive, timely risk management strategies, making risk analytics an essential resource in today’s business landscape.

By software type, the Governance, Risk, and Compliance (GRC) software segment is expected to account for the largest market share during the forecast period (2026–2031).

Governance, Risk, and Compliance (GRC) software dominates the Risk Analytics Market because it helps organizations meet stringent regulatory demands and follow internal policies. GRC software is designed to ensure that organizations operate within legal and ethical boundaries while minimizing compliance risks. As regulations grow more complex and sector-specific across regions, businesses increasingly adopt GRC solutions to automate compliance monitoring, maintain audit readiness, and ensure transparency. These systems provide real-time tracking and reporting, enabling organizations to quickly detect non-compliance or policy breaches and implement corrective measures. Moreover, GRC platforms can consolidate and standardize compliance processes across departments, improving efficiency and reducing the risk of human error. As firms face rising costs from regulatory fines and reputational damage, the importance of robust GRC systems continues to grow, reinforcing their dominance in the risk analytics sector.

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By risk type, strategic risk is projected to grow at the second-fastest rate in the Risk Analytics Market during the forecast period.

Strategic risk analytics is expected to gain importance as organizations address uncertainties related to market dynamics, competitive positioning, business diversification, and long-term sustainability. Increasing market volatility and interconnected business environments are driving the need to assess risks from market concentration, new product development, and expansion into unfamiliar markets. Digital transformation, evolving business models, and platform-based strategies also introduce interconnected risks that require systematic assessment and monitoring. Strategic initiatives such as mergers, partnerships, and business expansion can also expose organizations to financial, operational, and competitive uncertainties. Risk analytics supports these activities by enabling scenario analysis, predictive modeling, and data-driven evaluation of potential outcomes. These capabilities help organizations assess the implications of strategic decisions, identify emerging threats, and align risk management practices with business objectives.

By region, North America is estimated to account for the largest share of the Risk Analytics Market in 2026.

Regional demand is supported by the adoption of risk analytics across banking, insurance, healthcare, and other industries. Organizations in the region use these solutions for credit risk assessment, fraud detection, regulatory compliance, cybersecurity risk monitoring, and operational risk management. Regulatory frameworks, including Basel III and the Dodd-Frank Act, contribute to demand for risk measurement, reporting, and compliance solutions in the financial sector. The integration of artificial intelligence, machine learning, big data analytics, and cloud computing is expanding the application of risk analytics in risk identification, predictive modeling, and decision-making. The presence of established technology providers, financial institutions, and specialized analytics vendors also contributes to the development and adoption of risk analytics solutions across the region.

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Top Companies in Risk Analytics Market:

The Top Companies in Risk Analytics Market are Marsh McLennan (US), Aon (England), Deloitte (UK), Capgemini (France), Moody’s Analytics (US), IBM (US), Oracle (US), FIS (US), Lockton (US), SAS Institute (US), MetricStream (US), Milliman (US), and Protiviti (US).

Risk Analytics Market – Investment & funding + Merger & Acquisition

Investment And Funding Context

Investment activity in the Risk Analytics Market is increasingly focused on credit risk modeling, predictive analytics, regulatory compliance, fraud detection, and AI-enabled risk intelligence. In August 2026, ICRA Limited launched ICRA Risk & Analytics, bringing together ICRA Analytics, Fintellix, and D2K Technologies after completing acquisitions totaling USD 30.65 million. The platform was designed to address risk management, regulatory compliance, and data management requirements for financial institutions, regulators, and corporates.

Technology development and strategic collaborations also remained important in 2026. In April 2026, Moody’s announced the integration of its credit intelligence and analytical capabilities into Microsoft 365 Copilot workflows, expanding access to credit ratings, research, entity data, and related risk intelligence. In August 2026, Moody’s also announced that its intelligence was available through Google Cloud’s Gemini Enterprise for Financial Services. These developments show investment in integrating risk analytics with enterprise AI platforms rather than relying solely on standalone analytical systems.

Revenue Shift Context

Revenue generation in the Risk Analytics Market spans software subscriptions, analytical data, risk models, regulatory reporting solutions, and advisory services. Financial institutions and enterprises use these capabilities for credit assessment, market risk measurement, portfolio monitoring, fraud detection, and compliance management. In July 2026, FICO reported third-quarter fiscal 2026 revenue of USD 674.2 million, including USD 215.3 million from its Software segment, which covers analytics and digital decisioning technology. The company’s reported results demonstrate the commercial importance of software-based analytics and decisioning, although its total revenue also includes scoring solutions and should not be treated as Risk Analytics Market revenue alone.

Insurance-focused analytics also represents an important revenue source for providers serving property, casualty, and catastrophe risk applications. Verisk reported USD 806 million in revenue for the second quarter of 2026, up 4.3% year over year. However, this figure reflects company-wide revenue rather than revenue attributable exclusively to risk analytics. Accordingly, company financial results should be distinguished from revenue generated specifically within the Risk Analytics Market when evaluating competitive positions.

Mergers & Acquisitions

Direct mergers and acquisitions among pure-play risk analytics vendors remain selective, while strategic acquisitions and partnerships help companies expand their capabilities in risk modeling, financial data analytics, regulatory compliance, fraud detection, and enterprise risk management. Transactions and integrations in this market can strengthen proprietary data assets, analytical models, risk intelligence, and software capabilities. Companies also use acquisitions to expand their coverage of credit risk, insurance risk, operational risk, and regulatory reporting, enabling them to serve a broader range of financial institutions and enterprises.

Recent examples illustrate this trend. In July 2026, Moody’s expanded its partnership with Intapp by integrating credit risk assessments, entity screening, and ownership data into Intapp’s Celeste AI platform, supporting risk evaluation and due diligence workflows. In April 2026, Cartan Trade partnered with Moody’s to incorporate credit risk data, default-risk insights, beneficial ownership information, and media monitoring into its platform through APIs, supporting underwriting and credit-limit monitoring. In September 2026, Moody’s and Euler ILS Partners signed a multi-year agreement to use catastrophe risk models, cyber risk models, and exposure datasets for underwriting, portfolio management, and investment decisions in insurance-linked securities. These developments demonstrate how partnerships and integrations can expand access to risk intelligence, strengthen analytical workflows, and support risk assessment across credit, insurance, and catastrophe-related applications.

RISK ANALYTICS MARKET: MERGERS AND ACQUISITIONS, JANUARY 2026–OCTOBER 2026

Month & Year

Deal Type

Company 1

Company 2

Description

October 2026

Product Collaboration

Moody’s Analytics

Allvue Systems

The companies launched the EDF-X Private Credit Model, combining Moody’s credit risk modeling with Allvue’s private credit performance data to identify early indicators of borrower stress.

August 2026

Platform Launch Following Acquisitions

ICRA Limited

Fintellix and D2K Technologies

ICRA launched ICRA Risk & Analytics after completing acquisitions totaling INR 296.2 crore, consolidating its analytics, risk, and technology businesses under one platform.

August 2026

Strategic Integration

Moody’s

Google Cloud

Moody’s made its credit ratings, research, entity information, and risk intelligence available through Gemini Enterprise for Financial Services using its Credit Model Context Protocol server.

July 2026

Acquisition

Verisk

McKenzie Intelligence Services

Verisk announced the acquisition of McKenzie Intelligence Services to strengthen catastrophe preparation and response capabilities using geospatial intelligence and event-related analytics.

April 2026

Strategic Partnership / Integration

Moody’s

Microsoft

Moody’s expanded the integration of its credit intelligence, research, entity data, and analytical workflows into Microsoft 365 Copilot and related AI-powered enterprise tools.

Company Revenue Share Details

The top five companies account for approximately 32.6% of the Risk Analytics Market in 2025. The leading group comprises Marsh McLennan, Aon, Deloitte, Lockton, and Moody’s Analytics, reflecting their established presence across enterprise risk management, financial risk analytics, risk advisory, insurance analytics, and regulatory compliance. The leading companies differentiate themselves through their risk modeling capabilities, proprietary data assets, predictive analytics, credit risk assessment, and integration with enterprise risk management workflows. Marsh McLennan and Aon provide risk advisory and insurance-related analytics, while Deloitte and Lockton support organizations through risk consulting, exposure assessment, and mitigation strategies. Moody’s Analytics specializes in financial risk intelligence, credit risk modeling, economic forecasting, and stress testing. Other providers, including FICO, Verisk Analytics, SAS Institute, Oracle, and IBM, contribute to the competitive landscape through capabilities in credit scoring, insurance risk analytics, statistical modeling, and enterprise risk management.

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About MarketsandMarkets™ 

MarketsandMarkets™ has been recognized as one of America’s Best Management Consulting Firms by Forbes, as per their recent report.

MarketsandMarkets™ is a blue ocean alternative in growth consulting and program management, leveraging a man-machine offering to drive supernormal growth for progressive organizations in the B2B space. With the widest lens on emerging technologies, we are proficient in co-creating supernormal growth for clients across the globe.

Today, 80% of Fortune 2000 companies rely on MarketsandMarkets, and 90 of the top 100 companies in each sector trust us to accelerate their revenue growth. With a global clientele of over 13,000 organizations, we help businesses thrive in a disruptive ecosystem.

The B2B economy is witnessing the emergence of $25 trillion in new revenue streams that are replacing existing ones within this decade. We work with clients on growth programs, helping them monetize this $25 trillion opportunity through our service lines – TAM Expansion, Go-to-Market (GTM) Strategy to Execution, Market Share Gain, Account Enablement, and Thought Leadership Marketing.

Built on the ‘GIVE Growth’ principle, we collaborate with several Forbes Global 2000 B2B companies to keep them future-ready. Our insights and strategies are powered by industry experts, cutting-edge AI, and our Market Intelligence Cloud, KnowledgeStore™, which integrates research and provides ecosystem-wide visibility into revenue shifts.

MarketsandMarkets™ SalesPlay is an AI-driven Revenue Intelligence Co-Pilot designed to help revenue teams prioritize the right accounts, identify critical changes early, and surface opportunities ahead of demand, so pipeline builds naturally and deals close with greater consistency.

To find out more, visit www.MarketsandMarkets™.com or follow us on Twitter, LinkedIn and Facebook.

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Karma Automotive Announces Eximius, the Bespoke Vehicle Program for Elite Clients Seeking Singular Expressions of Extreme Performance and Bold Craftsmanship

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October 31, 2026

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The First Eximius Creation, “Eximius 1,” is a Menacing Four-Seater Built for the Track which Makes its World Premiere at the 2026 Concours at Wynn Las Vegas

LAS VEGAS, Oct. 31, 2026 /PRNewswire/ — Karma Automotive builds vehicles in the hundreds rather than the thousands, attracting a highly individualistic clientele seeking a unique statement. For those who wish to go further still, and explore new possibilities beyond the extensive options for personalization available through the Studio program, Karma has created the Eximius bespoke vehicle program. Eximius clients may modify the vehicle’s body, performance and powertrain, collaborating with Karma’s design and engineering teams to build a One-of-One statement which will never be repeated.

Karma Eximius clients may modify the vehicle’s body, performance and powertrain to build a One-of-One statement

The first vehicle from Karma Eximius debuts today at the 2026 Concours at Wynn Las Vegas. A menacing four-seater purpose-built for the track, “Eximius 1” is in ongoing development with its commissioning client, who is not revealed at this time. Upon delivery in 2027, “Eximius 1” will be fitted with an extreme-performance Plug-in Series Hybrid utilizing a 6.2 Liter V8 producing nearly 1200hp (550hp ICE, 645hp battery), delivering acceleration from 0-60mph in 2.7 seconds and a top speed in excess of 200mph (estimated). As these parameters would demand, “Eximius 1” will be equipped with carbon-ceramic brakes and two-piece slotted brake rotors, and Ohlins semi-active suspension.

“‘Eximius 1’ began as a conversation with an elite client who loves their Karma Revero, but wanted something more extreme and unexpected, which was music to our ears,” says Marques McCammon, President and Chief Executive, Karma Automotive. “The Eximius program effectively deletes the word ‘no’ from conversations about what’s possible,” he continues, “and as a four-seat track weapon packing what’ll be the most powerful Plug-in Series Hybrid powertrain and vehicle ever developed, ‘Eximius 1’ shatters expectations and further establishes Karma as a manufacturer of exotic, uniquely American vehicles.” 

Exterior Design
“Eximius 1” is an imposing vehicle to behold, exhibiting the muscularity and eyepopping strength of a superhero. Every panel – excluding the body surface outer – is constructed of pre-impregnated carbon fiber, and the vehicle is 50mm wider due to its wheel arch extensions. The front doors and hood have a unique technical fade from glossy, exposed regular carbon fiber to signature Borealis Blue paint.

The front carbon splitter sets an aggressive tone and is flanked by massive side air intakes incorporating Karma’s Target Acquisition Lighting, rotated 45º to create a distinctive ‘><‘ DRL graphic identity. On the hood, the dramatic arc of the Comet Line – which is inspired by Halley’s Comet is it streaks across the evening sky – widens from its apex towards the base of the windshield; vents above the front fenders release air pressure from the wheel housings and add further visual intrigue. Moving to the side of the vehicle, the front fenders aft of the wheels feature Karma’s signature “Backslash” bearing the number “5,” which is of particular significance to the commissioning client. 21″ Magnesium wheels with center-locks reduce rotating and unsprung mass, and are finished in satin black. Aft of the driver’s side front wheel, twin exhaust tips announce the fearsome new powertrain.

The full-width rear GT wing maximizes stability and downforce at high speeds, and continues the distinctive ‘><‘ DRL graphic identity established at the front of “Eximius 1.” The rear fascia also boasts large side air intakes which are connected by a dominant diffuser to manage underbody airflow.

Interior Design
An aura of intensity continues to the interior of “Eximius 1.” In concert with the exterior, blue-tinted carbon-fiber adorns the seats, flat-bottom steering wheel and doors; for aesthetics and weight-savings, all four doors are manufactured in exposed carbon fiber with one purposeful arm pad on each door. The seats, which are Recaro carbon fiber buckets up front, are trimmed with blue Alcantara and blue Italian leather with Moondust Alcantara upper sections, creating an articulated, form-fitted feel. To support high-speed driving and intense braking force, the accelerator, brake pedal and dead pedal are billet machined aluminum.

The instrument panel is reimagined in glossy carbon fiber and incorporates anodized billet aluminum HVAC vents. The carbon fiber center console is simplified to include the essentials only: the PRND gear selector, window switches, key fob holder, and Emergency kill switch. This console extends through to the rear compartment, to which the client’s custom-fitted carbon fiber racing helmet is held in place by a center-latched strap matching the blue seat belts.

About Karma Automotive
Karma Automotive is America’s only full-line ultra-luxury vehicle manufacturer, and a pioneer of Plug-in Series Hybrid vehicles which it manufactures at its Karma Innovation and Customization Center (KICC) in Moreno Valley, CA. Its Executive, Product Development, and Design headquarters are located in nearby Irvine, CA. The Karma portfolio embodies California’s spirit of innovation and entrepreneurial boldness, reflected by the signature Comet Line which is the central hallmark of Karma’s new design language. The Gyesera Grand Coupe, a Plug-in Series Hybrid four-seater, arrives at dealerships in December 2026; and the Amaris GT 2-Door Plug-in Series Hybrid arrives in Q4 2027. The Karma Kaveya Super Coupe, with over 1,000HP and butterfly-doors, will arrive in Q1 2028, to be followed by the Karma Ivara GT-UV: both EVs will incorporate SDVA (Software-Defined Vehicle Architecture) developed with leading technology partners. For more information, visit www.karmaautomotive.com) 

Media Contact:

Joe Richardson, (917) 716-6617
Joe@BeautifulNoisePR.com 

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ModelBest and OpenBMB Open-Source MiniCPM-OCR Series, Delivering High-Performance Document Parsing and AI-Powered Quality Control

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BEIJING, Oct. 31, 2026 /PRNewswire/ — ModelBest and OpenBMB jointly announced the release and open-source availability of the MiniCPM-OCR series, a family of models for efficient document parsing and parsing-quality assessment. The launch includes two models: MiniCPM-OCR 1.0 (1.3B) and MiniCPM-OCR Jev (2B).

As the first OCR-focused model in the MiniCPM family, MiniCPM-OCR 1.0 brings top-tier parsing accuracy to a compact 1.3-billion-parameter architecture optimized for edge deployment, pushing forward the balance between efficiency and performance for open-source OCR models. Built for real-world conditions, it accurately parses scanned, photographed, curved, tilted and screen-captured documents without cumbersome image pre-correction, lowering the barrier to large-scale document digitization.

The model handles dense bilingual Chinese-English content, complex mathematical formulas, and multi-level or borderless tables, consistently performing at a leading level across a broad range of mainstream industry evaluations. Beyond full-page reconstruction, it supports key information extraction (KIE), pulling specified fields from invoices, IDs and financial statements according to business instructions.

Powered by DSpark decoding acceleration, MiniCPM-OCR 1.0 significantly increases end-to-end throughput while lowering per-page latency. For enterprises processing millions of pages—such as financial contract archives, academic libraries and government records—this means processing far more documents with the same hardware and time budget, at a substantially lower computing cost.

To address the long-standing need for page-by-page manual review, ModelBest and OpenBMB also introduced MiniCPM-OCR Jev, the first OCR result decision model that acts as an “AI quality inspector.” Rather than performing OCR itself, Jev compares the source image with OCR output and rapidly assigns confidence scores to text, LaTeX formulas and tables, detecting missing characters, errors and formatting misalignments. Despite its compact 2B-parameter size, Jev delivers judgment accuracy typically associated with far larger models.

Jev supports cross-model deployment and can be integrated into existing OCR workflows without replacing the underlying OCR engine. It can automatically identify reliable results for direct processing, flag potentially inaccurate outputs for human review and select the best result from multiple OCR systems. This enables enterprises to move from full manual inspection toward risk-based, automated quality control.

The MiniCPM-OCR series is available on GitHub, Hugging Face and ModelScope, and supports vLLM, SGLang, llama.cpp and Ollama, along with SDKs, APIs, Agent Skill plugins and open-source fine-tuning code. Day-0 hardware adaptation covers AMD, Arm, Houmo AI, Intel and NVIDIA. Through the FlagOS software stack, it also has Day-0 support for AI and edge chips from CIX Technology, Huawei Ascend, Hygon, Iluvatar CoreX, Kunlunxin, MetaX, Moore Threads, Sunrise, T-Head, TsingMicro, NVIDIA and Apple Mac (Arm).

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Wulcea Elevates Consumer Trust in Heated Apparel Through Multi-National Safety Certifications and Rigorous Technical Testing

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NEW YORK, Oct. 31, 2026 /PRNewswire/ — As smart heated clothing gains broader adoption, consumers are paying closer attention to the safety and reliability of the technology behind these products. Wulcea, a brand specializing in graphene-powered heated apparel, combines its flexible GrapheneNano™ heating technology with documented safety compliance and durability testing for its heating components and battery systems.

“Trust in smart heated apparel goes beyond warmth—it comes down to confidence in battery safety and heating element reliability,” said John C, Founder of Wulcea. “Our goal is to give users peace of mind through certified technical standards.”

Advanced Graphene Heating Elements Supported by Global Standards

At the core of Wulcea’s thermal architecture is its GrapheneNano™ heating technology. Engineered to eliminate garment stiffness, Wulcea integrates flexible graphene elements that deliver balanced warmth across key upper-body zones while preserving natural garment drape and full freedom of movement.

Wulcea supports its heating components with applicable compliance documentation for major markets. These include CE and FCC compliance documentation addressing relevant electrical and electromagnetic compatibility requirements, as well as PSE compliance for applicable products in Japan. RoHS compliance further addresses restrictions on specified hazardous substances in applicable electrical and electronic components.

Multi-Certified Battery System for Dependable Power

To power its heating elements, Wulcea pairs its heated apparel with rechargeable battery systems designed for convenient everyday use. Featuring a compact design and housed in dedicated interior pockets, the batteries provide portable power while maintaining a streamlined garment profile and comfortable fit.

Wulcea backs its battery options with comprehensive third-party accreditations. UL certification demonstrates that the battery system has been evaluated against recognized power bank safety requirements, covering key areas such as overcharge protection, short-circuit protection, and thermal safety. The battery systems are also supported by applicable CE and FCC compliance documentation, addressing relevant regulatory requirements for electrical and electromagnetic compatibility.

For daily handling and travel, RoHS compliance validates that the battery system meets stringent global standards for material safety. The battery models have also undergone applicable UN 38.3 testing, supporting compliance with international requirements for lithium battery transportation.

Real-World Durability and Practical Usability

Component compliance forms Wulcea’s foundation, but reliability is defined by real-world performance. Built for high-flex endurance, Wulcea’s flexible graphene heating elements are tested through 10,000 active flexing cycles to maintain steady thermal output through repeated bending and everyday body movement.

Everyday convenience is equally essential. Built for hassle-free care, Wulcea’s heating elements withstand 100 machine-wash cycles under standard care guidelines, maintaining internal conductivity and structural stability under repeated laundering.

Integrated NTC temperature sensors provide thermal monitoring and are designed to stop heating if temperatures exceed 131°F (55°C). Combined with runtime of up to 10 hours on the low setting and a discreet interior control button, these features support practical everyday use in cold-weather conditions.

Aligning Technical Standards with Everyday Warmth

By combining graphene-based heating technology with documented battery safety compliance and durability testing, Wulcea continues to focus on the technical foundations of dependable heated apparel. This approach reflects the brand’s emphasis on bringing together safety considerations, practical functionality, and everyday comfort for cold-weather use.

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