Capitalizing on artificial intelligence requires moving past generic solutions to find an agency with the right balance of data architecture expertise, integration capability, and industry focus. Browse our directory to evaluate and shortlist top-performing AI development companies based on verified client reviews, portfolio depth, and specialized domain focus.

List of AI Development Agencies

2,661 Companies - Rankings updated: August 21, 2026

Every AI development company featured on DesignRush is evaluated for technical capability, industry experience, solution quality, and verified client feedback. Some featured placements may be paid.

  • Your Partner In Digital Transformation

    ACME ONE is a Dubai-based technology consulting and software development company helping startups and enterprises build scalable digital products and modernize operations through high-performance software solutions...

    Location
    Dubai, United Arab Emirates
    Number of Employees
    100 - 249
    Average Hourly Rate
    $30/hr
    Minimal Budget
    $10,000 - $25,000
  • We Build Revenue Engines

    Our difference is simple: senior-strategist access, measurable outcomes, and purpose built into the business model. Every quarter, we donate a portion of profits to initiatives that support communities locally and around the world so your digital transformation also fuels real-world impact...

    Location
    Phoenix, Arizona
    Number of Employees
    Under 49
    Minimal Budget
    $25,000 - $50,000
  • AI-first product engineering. From idea to production.

    At Vectorium Labs, we combine deep technical expertise with bold innovation to deliver cutting-edge, AI-powered software solutions that solve real-world challenges...

    Location
    New York City, New York
    Number of Employees
    50 - 99
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $1,000 - $10,000
  • Accelerate Business Growth With Tailored Microsoft Solutions

    Artic Consulting is a global technology consulting firm specializing in Microsoft-based solutions that help organizations innovate, optimize operations, and achieve sustainable growth. By combining deep technical expertise with industry insight, the company delivers data-driven, secure, and scalable solutions...

    Location
    Sammamish, Washington
    Number of Employees
    50 - 99
    Average Hourly Rate
    $40/hr
    Minimal Budget
    $10,000 - $25,000
  • Bi-continental Digital Agency

    33 Lab is a bi-continental AI, web, and digital growth agency operating across Paris, Montpellier, and Cotonou. The agency helps SMEs, scale-ups, and mid-sized companies improve visibility across modern search ecosystems including Google, ChatGPT, Perplexity, Maps, and WhatsApp...

    Location
    Ivry-sur-Seine, France
    Number of Employees
    Under 49
    Average Hourly Rate
    $125/hr
    Minimal Budget
    $1,000 - $10,000
  • Empower Your Business With AI Solutions

    Cognexa is an AI automation agency helping businesses work smarter through intelligent workflows, AI powered agents, and cutting-edge web solutions. From voice and WhatsApp AI agents to custom CRMs, lead generation, and social media automation we build the systems that let your business run itself...

    Location
    Centurion, South Africa
    Number of Employees
    Under 49
    Average Hourly Rate
    $50/hr
    Minimal Budget
    Under $1,000
  • Transforming Business Potential

    Leading software development and AI solutions provider delivering custom web, mobile apps, and automation services to drive business growth and digital success...

    Location
    Sheridan, Wyoming
    Number of Employees
    100 - 249
    Average Hourly Rate
    $25/hr
    Minimal Budget
    Under $1,000
  • Business Solutions For A Smarter Way To Work

    Sentinel Edge is a Tennessee-based business automation and technology solutions company that helps small businesses streamline operations, reduce manual work, and improve efficiency through smart systems and automation. The company specializes in workflow automation, CRM integration, AI-powered assistants...

    Location
    Knoxville, Tennessee
    Number of Employees
    Under 49
    Average Hourly Rate
    $100/hr
    Minimal Budget
    Under $1,000
  • Accelerate Your AI Transformation

    Vahue is an AI transformation consultancy and engineering company that helps startups and scaling enterprises become AI-native through team augmentation, workforce training, and enterprise AI systems. The company combines AI-native engineering talent, practical upskilling programs, and custom AI solutions to...

    Location
    London, United Kingdom
    Number of Employees
    Under 49
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $10,000 - $25,000
  • Lets Bring Your Vision To Life

    Forjwell is a premier technology and product development firm built for founders who demand clean, scalable digital solutions. We specialize in transforming raw ideas into refined, high-traction platforms, offering deep expertise across mobile and web app development, custom software, and immersive game...

    Location
    Austin, Texas
    Number of Employees
    50 - 99
    Average Hourly Rate
    $100/hr
    Minimal Budget
    $10,000 - $25,000
  • AI Advisers Helping SME's Adopt AI Confidently

    AI Advisers is a UK-based AI consultancy that helps small businesses adopt artificial intelligence through AI readiness audits, workflow automation, implementation support, governance training, and custom AI operating systems designed to improve efficiency, productivity, and business growth...

    Location
    Milton Keynes, United Kingdom
    Number of Employees
    Under 49
    Minimal Budget
    Under $1,000
  • Band-IT.space Expert Web Scraping, Automation, and IT Solutions

    We specialize in custom solutions for web scraping, AI integration, and task automation. Using cutting-edge technologies, including no-code platforms like Make.com, we create efficient systems that streamline data collection, business processes, and chatbot development...

    Location
    Vinnytsia, Ukraine
    Number of Employees
    Under 49
    Average Hourly Rate
    $35/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    1 Project Listed
  • We Automate Growth.

    Flow8 is a German automation agency building smart n8n workflows that eliminate repetitive tasks and connect your tools seamlessly. We turn complexity into flow...

    Location
    Cologne, Germany
    Number of Employees
    Under 49
    Average Hourly Rate
    $75/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    1 Project Listed
  • Innovating Today, Empowering Tomorrow

    Davidayo is a Texas-based software development agency specializing in custom mobile and web applications, artificial intelligence solutions, and e-commerce platforms. Since its founding in 2020, Davidayo has been committed to transforming client ideas into user-friendly, high-performance digital products. The...

    Location
    Spring, Texas
    Number of Employees
    Under 49
    Average Hourly Rate
    $37/hr
    Minimal Budget
    Under $1,000
    Portfolios Count
    1 Project Listed
  • We Provide You Flexible Technology Solutions

    IOTAIY LLC is a full-service digital solutions agency specializing in web development, SEO, and AI-driven automation. We help startups and enterprises build modern, high-performing websites and scalable online systems...

    Location
    Sheridan, Wyoming
    Number of Employees
    Under 49
    Average Hourly Rate
    $20/hr
    Minimal Budget
    Under $1,000
    Portfolios Count
    2 Projects Listed
  • Building Smart Digital Experiences That Drive Growth

    Veltrices is a digital agency focused on web design, web development, graphics design, and AI automation for startups and growing businesses. We help brands build modern, functional, and scalable digital solutions with a strong emphasis on usability, performance, and long-term value...

    Location
    Sylhet, Bangladesh
    Number of Employees
    Under 49
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    1 Project Listed
  • Impossible possibilities.

    Zexsoft is building end-to-end solutions for anything that software entails. We build software that powers new experiences...

    Location
    Oradea, Romania
    Number of Employees
    Under 49
    Average Hourly Rate
    $60/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    2 Projects Listed
  • Your Trusted Technology Partner

    Veritis Group Inc is a global IT consulting and services company delivering digital, cloud, and data driven solutions. With expertise in AIOps, MLOps, DevOps, cloud computing, data management, and managed IT services, Veritis helps organizations modernize and improve efficiency...

    Location
    Irving, Texas
    Number of Employees
    100 - 249
    Average Hourly Rate
    $1000/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    1 Project Listed
  • Your Digital Era Partner

    We help small and medium businesses leverage the power of data and technology. Our approach is based on trust and long-term relationships with our clients so we can help them evolve over each step of their growth...

    Location
    Montreal, Canada
    Number of Employees
    Under 49
    Average Hourly Rate
    $120/hr
    Minimal Budget
    Under $1,000
  • E-Commerce Vision and Tailored Business Solutions.

    At Mozok Global, we understand that every business is unique. Our tailored e-commerce solutions combine cutting-edge web development with strategic content creation and in-depth business analysis. Whether you're launching a new online store or seeking to optimize an existing one, our commitment to quality and...

    Location
    Casper, Wyoming
    Number of Employees
    Under 49
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $1,000 - $10,000
  • AI-Driven Digital Marketing Systems

    Full-service Digital Marketing & AI Automation Agency. Our custom Lead Generation Systems provide a reliable and scalable solution which grows with your business. We've helped hundreds of startups, small businesses and enterprises attract & retain customers since 2017. From Meta & Google Ad campaigns to Voice...

    Location
    Columbus, Ohio
    Number of Employees
    Under 49
  • Websites That Actually Generate Revenue.

    We're a specialized web development agency that transforms static websites into lead-generating powerhouses for service businesses. While others play it safe, we deliver transparent, measurable results with integrated AI solutions and proven conversion strategies...

    Location
    Manhattan Beach, California
    Number of Employees
    Under 49
    Average Hourly Rate
    $150/hr
    Minimal Budget
    $1,000 - $10,000
  • We Build. You Grow.

    Lafrun is your dedicated partner in e-commerce services, committed to delivering high-quality solutions that save time and boost productivity. We offer comprehensive services tailored to meet the unique needs of businesses, individuals, and organizations worldwide...

    Location
    Panadura, Sri Lanka
    Number of Employees
    Under 49
    Average Hourly Rate
    $20/hr
    Minimal Budget
    Under $1,000
  • Making Brilliant Choices.

    We Help create and secure AI Solutions and deployments. We are not just another AI consultancy, but we also offer integrated cybersecurity expertise. We know that many businesses worry that AI might introduce vulnerabilities therefore, our dual focus addresses this head-on...

    Location
    St. Paul, Minnesota
    Number of Employees
    Under 49
    Average Hourly Rate
    $100/hr
    Minimal Budget
    $1,000 - $10,000
  • Human Conversations, Automated Results.

    Synthflows no-code platform lets you quickly create human-like AI voice agents that cold call, answer inbound inquiries, and schedule appointments 24/7. Automate your phone interactions with natural, intelligent conversations that drive productivity and growth...

    Location
    Berlin, Germany
    Number of Employees
    50 - 99
    Average Hourly Rate
    $40/hr
    Minimal Budget
    Under $1,000
  • Precision-Driven ERP Implementation for Maximum Efficiency.

    AI ERP Solutions provides expert consulting for ERP Next implementations, offering a structured approach to optimizing business operations. Through strategic planning, design analysis, and technology assessment, we ensure seamless implementation and long-term efficiency...

    Location
    Dubai, United Arab Emirates
    Number of Employees
    Under 49
    Average Hourly Rate
    $40/hr
  • No-Code & AI To Build Digital Products

    Were experts in the most powerful no-code tools. We build digital solutions from websites, using Framer and Weblfow, to complex web applications, using Bubble...

    Location
    Belo Horizonte, Brazil
    Number of Employees
    Under 49
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $1,000 - $10,000
  • Transform Your Business With Bespoke AI Solutions

    We provide comprehensive software development solutions customized to your specific needs, blending advanced innovation, dependable performance, and effortless scalability. Whether you're optimizing processes, introducing a new product, or preparing your technology for the future, we create agile platforms...

    Location
    Auckland, New Zealand
    Number of Employees
    Under 49
  • Get Found Get Droved

    Droved is a results-driven local SEO and AI visibility agency helping service-based businesses dominate Google Maps, local search, and AI platforms like ChatGPT, Perplexity, and Gemini. We combine proven local SEO strategies with cutting-edge Generative Engine Optimization (GEO) to ensure our clients are the...

    Location
    Toronto, Canada
    Number of Employees
    Under 49
    Average Hourly Rate
    $75/hr
    Minimal Budget
    $1,000 - $10,000
  • Audio & Music Software Development, Done By Experts

    At Edge Audio Labs, we specialize in delivering high-quality audio software solutions. Our team combines technical expertise with real-world audio experience to create innovative tools for musicians, producers, and audio engineers...

    Location
    St. Petersburg, Florida
    Number of Employees
    Under 49
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $1,000 - $10,000
  • All Of The Data None Of The Hassle

    Forage AI is an AI-powered data extraction and automation company that transforms complex, unstructured web and document data into structured, actionable insights. From intelligent document processing to large-scale web data crawling and custom AI/ML integrations, we help enterprises access high-quality...

    Location
    Eatontown, New Jersey
    Number of Employees
    100 - 249
    Average Hourly Rate
    $10/hr
  • Accelerate Digital Data, Cloud & AI, Delivered.

    Brillio is a full-service digital transformation consultancy that helps enterprises modernize their data, cloud and AI infrastructure delivering scalable data engineering, analytics, and intelligent solutions to turn disruption into competitive advantage...

    Location
    Dallas, Texas
    Number of Employees
    1000 & Up
  • Decisions Over Data Intelligence that Drives Impact.

    Mu Sigma is a global decision-sciences and analytics consultancy turning complex data into insightful, actionable decisions empowering enterprises to navigate uncertainty, optimize operations, and scale with confidence...

    Location
    Northbrook, Illinois
    Number of Employees
    1000 & Up
  • From Data to Decisions Intelligent, Trusted, Delivered.

    Onebridge is a full-lifecycle data & analytics consultancy helping enterprises especially in healthcare, life sciences, manufacturing, financial services and government turn complex data into actionable insights, modern data platforms, and scalable BI/AI solutions...

    Location
    Indianapolis, Indiana
    Number of Employees
    250 - 499
  • Strategy, Analytics & Intelligent Systems

    We build intelligent systems that improve decision-making, automate operations, and strengthen product performance. Our team blends strategy, analytics, and AI to deliver measurable improvements for enterprises, startups, and government clients...

    Location
    Los Angeles, California
    Number of Employees
    Under 49
    Average Hourly Rate
    $140/hr
    Minimal Budget
    $1,000 - $10,000
  • (AI)ccelerate. Innovate. Movate.

    Movate is a global digital-technology and customer-experience (CX) services company delivering digital transformation, enterprise support, cloud/infrastructure services, CX and contact-center outsourcing, and AI/automation-driven managed services helping businesses elevate customer engagement, modernize...

    Location
    Plano, Texas
    Number of Employees
    1000 & Up
  • Transformative Data-Driven Digital Solutions.

    Persepta is a data-first consulting and services firm offering data engineering, analytics, AI, cloud & modern data-platform solutions. They help mid-sized and large enterprises convert raw data into actionable insights, modernize data pipelines, enable business intelligence and drive data-enabled decision...

    Location
    Orlando, Florida
    Number of Employees
    Under 49
  • Your modern data stack, delivered.

    phData is a US-based modern data consultancy specializing in data engineering, analytics, and data platform modernization, including structured data migration services that help enterprises move, unify, and operationalize data at scale...

    Location
    Minneapolis, Minnesota
    Number of Employees
    500 - 999
  • Make data delightful.

    Lovelytics is a US-based data, AI, and analytics consulting firm that helps organizations modernize data platforms, derive insights, and execute structured data migrations into modern environments as part of broader data transformation efforts...

    Location
    Arlington, Virginia
    Number of Employees
    500 - 999
  • Talk To The People Who Build Your Software

    Custom software for businesses that have outgrown off-the-shelf tools. We're a small team of senior practitioners no account managers, no middlemen. When you talk to us, you're talking to the people building your software. React, Next.js, TypeScript, Python. Every engagement includes code, docs, training, and...

    Location
    Tampa, Florida
    Number of Employees
    Under 49
    Average Hourly Rate
    $170/hr
    Minimal Budget
    $10,000 - $25,000
  • Your Strategic Partner for Responsible AI Transformation

    We First is a strategic AI consultancy that helps organizations transform artificial intelligence into trusted, real-world impact. The company works with founders, executives, and leadership teams to align AI innovation with clear narratives, responsible growth, and scalable adoption across organizations...

    Location
    Los Angeles, California
    Number of Employees
    50 - 99
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $1,000 - $10,000
  • Empowering Healthcare, One Bit at a Time

    26bitz partners with startups, clinics, and enterprise teams to build custom healthcare software that works in the real world. From telemedicine tools and AI-driven solutions to SaMD, EHR integrations, and healthcare SaaS platforms, we cover a broad range of digital health needs. Everything we develop aligns...

    Location
    Krakow, Poland
    Number of Employees
    Under 49
    Average Hourly Rate
    $30/hr
    Minimal Budget
    $10,000 - $25,000
  • Custom Websites Smart Apps AI That Works For You

    True Node provides custom web development, mobile applications, and AI automations for other businesses. Founded by technical specialist Jasmeen Dahak and project manager Dylan Shah, we deliver responsive websites, native mobile apps, AI automations, and data analytics solutions...

    Location
    Royal Leamington Spa, United Kingdom
    Number of Employees
    Under 49
    Average Hourly Rate
    $40/hr
    Minimal Budget
    Under $1,000
  • Outsourced Marketing helps businesses overcome their biggest marketing, lead generation, SEO, social media, content, and website challenges by implementing a marketing system that makes marketing seem easy.When you work with us you're working with a top-rated agency: A Top Web Design Agency in Toronto by...

    Location
    Toronto, Canada
    Number of Employees
    Under 49
    Minimal Budget
    $1,000 - $10,000
  • Web & Mobile App Development, Digital Marketing

    AXAT Technologies, is a fast Growing Web Development, Mobile App Development and Digital Marketing firm, Located at Mumbai, India and Singapore. Website Development, Web App Development, E-Commerce Development, Custom Application Development, Cloud Application Development, SAAS Application Development...

    Location
    Mumbai, India
    Number of Employees
    50 - 99
    Average Hourly Rate
    $20/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    12 Projects Listed
  • Shaping Tomorrow's Experiences.

    At Kachaam Design Agency, we don't just design for today. We create experiences that define the future. Cutting-edge UX. Powerful branding. All crafted to move your business forward...

    Location
    New Delhi, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $80/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    6 Projects Listed
  • Accounting + ERP Integration & Fintech Software Development Company

    Satva Solutions is a leading Accounting Integration company and FinTech Product Development Agency all over the globe. We are premier in Accounting Integrations service for CPAs, SaaS companies, and Small & Medium Businesses and have a team of experts with a wealth of experience in this area. We at Satva...

    Location
    Castaic, California
    Number of Employees
    50 - 99
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $1,000 - $10,000
  • Boost Sales in First Page of Google

    Why Partner with Agent Promovator? - Deep knowledge across SEO, SEM, Content Marketing, Web Development, and AI Automation, backed by our Google Partner status. - We focus on strategic planning and delivering measurable outcomes for small and medium-sized businesses like yours...

    Location
    Bucharest, Romania
    Number of Employees
    Under 49
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $1,000 - $10,000
  • AI-powered Websites And Digital Products

    We build AI-powered websites and web apps that help SMEs work smarter, sell more, and automate the boring stuff...

    Location
    Lisbon, Portugal
    Number of Employees
    Under 49
    Average Hourly Rate
    $60/hr
    Minimal Budget
    Under $1,000

5 Frequently Asked Questions About AI Development Agencies

What is the total cost of AI development?

The total cost of AI development ranges from $50,000 to over $1 million, depending on whether you are buying an off-the-shelf artificial intelligence solution or hiring a custom AI development company. 

Typical ranges are: 

Project Scope Typical AI Use Cases Cost Range (USD) Expected Timeline
Pilot or Proof of Concept  Simple chatbots, internal assistants, early prototypes  $15,000–$40,000+ 1–2 months
MVP or Mid-Level Build  Automation tools, analytics systems, small GenAI solutions  $50,000–$150,000+ 2–4 months
Advanced Custom AI NLP pipelines, computer vision, multi-agent workflows $150,000–$500,000+ 4–6 months
Enterprise-Scale AI Platform-level AI, regulated systems, high-volume GenAI $200,000–$1,000,000+ 6–12+ months

Usual cost drivers include: 

  • AI model complexity: 30% to 40% 
  • Data collection and preparation: 15% to 25% 
  • Infrastructure and tech stack: 15% to 20% 
  • Tools choice (open-source vs proprietary): 5% to 15% 
  • Long timelines and extended engagement: 5% to 10% 
  • Regulatory and compliance work: 5% to 10% 
  • Testing, validation, maintenance: 10% to 15% 

What is the timeline from signing the contract to the first live use case?

The timeline from contract signing to the first live AI use case typically ranges from 2 to 18+ months, depending on project scope and complexity. Most AI development companies deliver value in phases, starting with a live pilot before expanding. 

AI development timeline from contract to first live use case: 

Project Type Typical Use Case Time to First Live Use Case
Proof of Concept (PoC) or MVP Simple chatbot, internal assistant, RAG prototype 4–8 weeks
Mid-sized custom AI solution  Invoice automation, CRM agent, analytics tools 4–6 months
Enterprise AI platform Multi-agent systems, regulated workflows, supply chain AI 9–18+ months

The first live use case is usually a limited but real deployment, not a full rollout. 

Top AI software development companies start with a PoC or MVP to validate data, workflows, and adoption. Enterprise AI takes longer due to security, compliance, integration, and operational readiness.

What is the typical ROI for AI solutions?

Across enterprise and B2B use cases, studies consistently show an average return of about 3.5× for every $1 invested, with top performers reaching up to 8× returns.  

Most organizations see meaningful ROI within 12-18 months, and many deploy their first production AI use case within 6-12 months, which is when returns usually begin.

What is the difference between Generative AI and non-GenAI?

Generative AI (GenAI) uses the patterns it has learned to create something entirely new that didn't exist before. In contrast, non-gen AI is designed to analyze, classify, and predict based on existing data.

  • Use GenAI when you need innovation and synthesis. If you need to brainstorm marketing copy, summarize a 50-page transcript, or generate a prototype logo, you want the "creator."  
  • Use Non-GenAI when you need accuracy and consistency. If you are predicting stock prices, diagnosing a disease from an X-ray, or calculating the fastest route home, you want the "judge" who focuses on facts and patterns. 

Take a look at their main differences: 

Area Generative AI (GenAI) Non-GenAI (Traditional/Discriminative)
Core function Generates new content Analyzes or predicts from existing data
Typical output Text, images, audio, video, code, or summaries A label, a number, or a probability
Flexibility High Medium to low
Predictability Lower Higher
Risk profile Hallucinations, data leakage Model bias, data quality
Best use cases Assistants, copilots, content, exploration  Fraud detection, forecasting, optimization
Governance needs High Moderate

Are there regulations on AI?

As of 2026, there is no single U.S. federal AI law. AI studios operate under a mix of existing federal rules enforced by agencies like the FTC, SEC, EEOC, and CFPB, which apply consumer protection, privacy, and anti-discrimination laws to AI systems.  

Federal policy is currently shaped mainly by Executive Orders and agency guidance rather than a comprehensive statute. 

States are moving faster. Colorado has passed strict rules for high-risk AI systems used in hiring, lending, healthcare, and housing, while California focuses on transparency and algorithmic bias.  

Because state and federal rules often clash, many AI development agencies simply adopt the strictest state standards to ensure nationwide compliance. 

Key regulations to watch: 

  • Executive Order 14365: Pushes toward a unified national AI framework and limits conflicting state AI laws. 
  • Colorado AI Act (SB 24-205): Sets compliance duties for high-risk AI systems starting February 1, 2026. 
  • TAKE IT DOWN Act: Requires removal of non-consensual and harmful AI-generated deepfake content, enforced at the federal level. 

What are the most requested AI development services at the moment?

Currently, the most requested AI development services are LLM integration with retrieval-augmented generation (RAG), along with AI agent development.

According to Diffco, the demand for traditional machine learning models is declining, largely because businesses seek complete systems rather than standalone models.

The table below compares client demand across services, by share of engagements:

Service  Share of total demand
LLM/chatbot integration  20%
AI agent development  20%
Custom model fine-tuning  15%
RAG pipelines  15%
Computer vision  10%
Predictive analytics/ML models 10%
Ongoing model maintenance and monitoring 10%

 

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