Top Natural Language Processing Companies

Researched by:Goodfirms Research TeamUpdated:November 14, 2026

Goodfirms has reviewed 1,800 Natural Language Processing Companies as of November 2026 across 91 countries. The top-ranked firm is ELEKS (5.0 stars, 13 verified reviews, $25 - $49/hr, founded 1991, Tallinn). Across the category, the median hourly rate is $37, median client rating is 4.9, and 30% of firms employ 50+ members. Explore the vetted Natural Language Processing Companies below, compare their strengths, and connect with the provider best suited to your requirements.

Discover the top NLP companies that help businesses transform human language into meaningful insights and intelligent automation. These natural language processing experts offer advanced services such as sentiment analysis, entity recognition, machine translation, voice-enabled applications, and content classification to enhance customer experiences and streamline operations. Every NLP development company listed on Goodfirms is carefully evaluated based on technical expertise, innovation, reliability, and client satisfaction. Whether you are a startup or a large enterprise, partnering with a trusted natural language processing service provider can accelerate AI adoption and deliver scalable, domain-specific solutions for long-term business growth.

Goodfirms has verified 1,818 Natural Language Processing Companies - part of 11,869+ Artificial Intelligence Companies reviewed across 91 countries, each passing Goodfirms' 4-step verification process (background check, client interviews, portfolio audit, ongoing quality review). Listings marked "Sponsored" are agencies that pay for premium placement - sponsorship does not affect star ratings or review content.

Top 10 at Glance

Compare the highest-ranked firms first side by side.

Rank
Company
Rating
Reviews
Hourly Rate
Team Size
Founded
Location
Action

Here are the Best NLP Companies & Service Providers

Find a NLP Company Near you
Find a NLP Company Near you
Service
Hourly Rate
Employees
ReviewsAll Companies
Industry
Client Type
  • AgentsArchitects is a specialized AI solutions company focused on AI workflow automation systems and custom AI agent creation. We design intelligent workflows that automate complex business operations and develop AI agents that act like true digital teammates—adapting, learning, and executing tasks autonomously. Our solutions are built to integrate effortlessly with your existing ecosystem—whether it’s your ... read Agents Architects reviews & insights

    $25 - $49/hr
    10 - 49
    2022
    Oregon, United States
  • cm-opti is a technology and consulting startup that offers comprehensive consulting in the field of digitalization and automation of business processes. The company leverages Artificial Intelligence (AI), Machine Learning (ML), and advanced data analysis to help enterprises operate faster, cheaper, and more effectively. Our services focus on strategic consulting and the implementation of intelligent automation. ... read cm-opti sp. z o.o. reviews & insights

    $50 - $99/hr
    2 - 9
    2025
  • Hey, we are SMS Neotech! 👋 We blend innovation and creativity to deliver top-tier solutions in Software Development, AI, Mechanical Design, and more. Our team leverages cutting-edge tools to bring your ideas to life. Business Solutions AI Research (Machine Learning, Deep Learning, Generative AI) Software Development Data Analysis Mechanical Design (2D/3D Modeling) IT and Engineering ... read SMS Neotech reviews & insights

    < $25/hr
    10 - 49
    2022
    Kathmandu, Nepal
  • Using AI Tools

    • ChatGPTChatGPT

    Future Data Software Online Ltd is a UK-based technology and consulting company focused on AI readiness, data strategy, business intelligence and digital transformation planning.The company supports professionals, small businesses and organisations that want to understand, organise and use data more effectively before adopting advanced digital or AI-enabled tools. Its work includes AI readiness assessment, KPI ... read Future Data Software Online Ltd reviews & insights

    $50 - $99/hr
    2 - 9
    2025
    London, United Kingdom

    Why Future Data Software Online Ltd?

    • Practical AI readiness frameworks
    • Clear data and KPI planning
    • Responsible, structured guidance
  • Using AI Tools

    • PythonPython

    Navinspire AI is an artificial intelligence company helping organizations transform their operations through AI consulting, automation, and custom AI solutions.We design and deploy AI agents, RAG systems, intelligent workflows, and enterprise software solutions that improve productivity, customer experience, and business performance.With a team of AI and software experts across Tunisia, France, Dubai, and Saudi Arabia, ... read Navinspire IA reviews & insights

    $50 - $99/hr
    10 - 49
    2024
    Paris, France

    Why Navinspire IA?

    • Advanced AI Agents & Automation
    • End-to-End AI Expertise
    • Global AI Delivery Team
  • Using AI Tools

    • ChatGPTChatGPT
    • ClaudeClaude
    • PerplexityPerplexity
    • CursorCursor
    • GeminiGemini
    • + 5 More

    Turn your CRM into an intelligent operating system for growth.From CRM implementation and customization to AI-powered intelligence and workflow automation, ArnexaTech helps businesses increase sales, automate repetitive processes, reduce operational costs, and make faster, data-driven decisions. ... read ARNexaTech reviews & insights

    $25 - $49/hr
    10 - 49
    2016
    Lahore, Pakistan

    Why ARNexaTech?

    • Boost Sales Through Smart Automation
    • AI-Powered CRM Expertise
    • End-to-End CRM Transformation
  • Using AI Tools

    • AI For Car DealershipsAI For Car Dealerships

    Dealerpulse provides AI assistants to dealerships to manage phone calls. Your AI assistant will be available 247 and on holidays to attend calls. Get calls data and call recordings for each call comes to the dealerhsip. ... read DealerPulse reviews & insights

    $25 - $49/hr
    10 - 49
    2024
    Los Angeles, United States

    Why DealerPulse?

    • Answer Every Call
    • Capture More Qualified Leads
    • Book More Appointments Faster
  • Using AI Tools

    • ClaudeClaude

    Girikon AI is a leading provider of enterprise-grade Agentic AI solutions designed to transform customer engagement and business operations. Our Unified AI Agent Platform enables organizations to automate conversations and workflows across voice, SMS, WhatsApp, email, web chat, and other digital channels from a single intelligent platform.Built for modern enterprises, Girikon AI integrates seamlessly with ... read Girikon.AI reviews & insights

    $25 - $49/hr
    250 - 999
    2023
    Phoenix, United States

    Why Girikon.AI?

    • Enterprise-Ready AI Solutions
    • Omnichannel AI Automation
    • Seamless CRM Integration
  • Using AI Tools

    • ClaudeClaude
    • GitHub CopilotGitHub Copilot
    • CursorCursor
    • CanvaCanva

    AppWave is an AI software house from Łódź, Poland, building custom AI agents, business process automation, and bespoke software for small and mid-sized companies (10-200 employees) across Europe.We put AI to work in one measurable spot in your business - where you're losing time, money, or customers - instead of selling vague "transformation." Every engagement ... read AppWave reviews & insights

    $50 - $99/hr
    2 - 9
    2025
    Lodz, Poland

    Why AppWave?

    • GDPR & EU AI Act compliant by design
    • One technical partner, not a vendor
    • Guarantee on every system we deliver
  • Using AI Tools

    • ClaudeClaude

    Technologika develops applications and systems for clients around the world. We help large companies automate complex business processes and startups develop modern services. ... read Technologika reviews & insights

    $50 - $99/hr
    50 - 249
    2003
    Novosibirsk, Russia

    Why Technologika?

    • Nice price
    • Ai expertise
    • Friendly and flexible
  • Using AI Tools

    • ClaudeClaude

    We build Python automations, AI assistants and API integrations that you can test before you pay: a working demo first, then the finished tool with editable source, setup notes and tests. Our own recent projects: an AI assistant that answers from product manuals with sources, a searchable OCR archive of scanned PDFs, and an online-shop ... read Oldrich Works reviews & insights

    $25 - $49/hr
    Freelancer
    2026
    Sheridan, United States

    Why Oldrich Works?

    • Demo first, then tested tool with source
    • Runs its own e-shop and agent platform
    • Remote, with tests before every delivery
  • Using AI Tools

    • ChatGPTChatGPT
    • ClaudeClaude

    XploitDevMatrix is an AI development company that builds intelligent systems, workflow automation, and custom software for companies that need measurable business outcomes.We work with businesses across industries to design and deploy AI-powered tools — from internal copilots and document processors to full custom software platforms. Our team combines AI engineering depth with practical product thinking ... read XPLOITDEVMATRIX TECHNOLOGIES reviews & insights

    $50 - $99/hr
    2 - 9
    2025
    Klang, Malaysia

    Why XPLOITDEVMATRIX TECHNOLOGIES?

    • We build AI systems that work in production
    • Fast delivery with clear milestones
    • Custom built for your workflows, not generic
  • Dakai Group focuses on going the extra mile when it comes to delivering software projects of any kind. Our clients include some of the most respected companies and startups around the world. We understand cultural barriers and work with the right people across continents to deliver the best results possible. Our work has been featured ... read Dakai reviews & insights

    $50 - $99/hr
    10 - 49
    2017
    NYC, United States
  • Code and Trust is a boutique software and AI development consultancy based in Charleston, SC. We partner with startups, nonprofits, and established businesses to deliver custom software, AI/ML integrations, web applications, and mobile apps from initial discovery through ongoing maintenance. Our team brings full-cycle delivery across healthcare, nonprofit, financial services, real estate, e-commerce, and sports. ... read Code and Trust reviews & insights

    $100 - $149/hr
    2 - 9
    2015
    Charleston, United States

    Why Code and Trust?

    • Senior-level AI and custom software engineering
    • Full-cycle delivery from discovery to maintenance
    • Boutique Charleston SC firm serving US clients
  • Using AI Tools

    • CursorCursor

    Edison Support is a Bhavnagar-based software consultancy delivering custom software development, QA engineering, dedicated developers, and 24/7 omnichannel customer support for startups and growing businesses worldwide.From Gujarat, India, our team builds web and mobile products, AI-enabled voice and chat agents, and ongoing engineering support with clear delivery ownership. Clients get a local partner with global ... read Edison Support reviews & insights

    $25 - $49/hr
    10 - 49
    2010
    Bhavnagar, India

    Why Edison Support?

    • Local team with global delivery
    • AI-enabled support & engineering
    • Dedicated developers & QA teams
  • Since 2019, Techventuresoft has delivered phenomenal products to national & international clients ranging from innovative startups to Fortune companies. Our reach is global and includes countries like the US, UK, Canada & India. With over 100+ dedicated techies, we cater to every digital transformation service under the ambit of the sky. We specialise in tailor-made ... read TechventureSoft Pvt Ltd reviews & insights

    NA
    50 - 249
    2019
    Indore, India
  • At Kraftors, our team is a vibrant tapestry of talent, comprising dedicated female professionals and individuals from diverse backgrounds, each bringing unique perspectives and experiences to drive innovation and excellence in our work. ... read Kraftors Web Solutions Private Limited reviews & insights

    < $25/hr
    10 - 49
    2016
    Lucknow, India
  • At Immanent Solutions, we are at the forefront of technological innovation, driving transformation in the realms of Blockchain, Web3, and Artificial Intelligence. Our team of industry experts and visionaries is committed to delivering transformative technologies that reshape the digital landscape and drive business growth.At Immanent Solutions, we leverage the latest technologies in Blockchain, Web3, and ... read Immanent Solutions reviews & insights

    NA
    50 - 249
    2013
    Mohali, India
  • We’ve always known that for businesses large and small, IT can be a real challenge to manage. Staying on top of your technology includes controlling the costs associated with keeping in-house staff up-to-date with training, certifications and current trends. The principle of partnership for mutual benefits is the basis of Data Protection Compliance services is ... read South-End Tech Limited reviews & insights

    < $25/hr
    50 - 249
    2018
    Nairobi, Kenya
  • At Dhruv Global IT Solutions, we specialize in delivering next-generation technology and staffing solutions that enable businesses to thrive in a data-driven world. Our expertise spans Data Engineering, Data Science, AI/ML, and comprehensive IT Services. We empower organizations to harness the power of data and intelligent technologies, creating solutions that drive efficiency, scalability, and growth. ... read Dhruv Global IT Solutions Private Limited reviews & insights

    $25 - $49/hr
    10 - 49
    2025
    Pune, India
  • Using AI Tools

    • ClaudeClaude
    • GitHub CopilotGitHub Copilot

    Staunch Technologies is a leading enterprise IT solutions provider delivering cybersecurity services, hybrid cloud infrastructure, enterprise software development, IT AMC services, and secure digital transformation solutions across India.We support government departments, PSUs, and enterprise organizations with scalable, compliant, and security-first technology implementations designed for mission-critical environments.Officially registered on the Government e-Marketplace (GeM) portalSupporting public sector ... read Staunch Technologies Pvt Ltd reviews & insights

    < $25/hr
    50 - 249
    2006
    Chennai, India

    Why Staunch Technologies Pvt Ltd?

    • Strong domain experience
    • Experience executing Large scale projects
    • 20 years of existence
  • At Exometrics, we use the state-of-the-art Machine Learning and Advanced Data Analytics to help businesses solve complex problems. Work with our experienced team to transform your organization. ... read Exometrics reviews & insights

    $100 - $149/hr
    2 - 9
    2016
    London, United Kingdom
  • Virtual Nomad provides end-to-end software development services to help healthcare organizations streamline data management and unlock efficiencies with cloud. We help healthcare companies to navigate their digital transformation journeys by developing forward-looking solutions and providing consulting services that nurture innovation and enable business continuity. We are a close-knit team of 70+ best-in-class software developers and ... read Virtual Nomad reviews & insights

    $25 - $49/hr
    50 - 249
    2022
    North Port, United States
  • Paltech is an IT consulting firm specializing in digital transformational services for small, medium, and large organizations across industries. Paltech is driven by a core team of veteran innovation-hungry engineers who are fueled by the success stories we create for our customers through our services. We deliver impeccable product engineering expertise in latest technologies and ... read PalTech reviews & insights

    $25 - $49/hr
    250 - 999
    2000
    Dover, United States
  • Sensiple believes in delivering excellence. We deliver services globally at superior standards with over two decades of expertise in technology-driven solutions. We are a New Jersey Corporation, established in 1999, with our products & services specialized in customer experience, capital markets, digital & enterprise transformation, Infrastructure & independent testing. With an expert team that has ... read Sensiple Software reviews & insights

    NA
    250 - 999
    1999
    Chennai, India
  • Runic Bytes is a technology company specializing in custom software development and IT consulting services. Based in Turkey, our team of seasoned professionals has a wealth of experience in setting up businesses and providing tech solutions to companies of all sizes. We pride ourselves on our ability to deliver customized solutions that are tailored to ... read Runic Bytes reviews & insights

    $50 - $99/hr
    2 - 9
    2022
    Ankara, Turkey
  • Welcome to AIM Digital Technologies! Your reliable digital innovation partner that excels in providing groundbreaking digital solutions & technological expertise to help businesses thrive in the digital era. We believe in the boundless potential of digital innovation & developing valuable digital solutions that deliver tangible results. We work closely with our clients to comprehend their ... read AIM Digital Technologies reviews & insights

    $25 - $49/hr
    2 - 9
    2022
    Islamabad, Pakistan
  • Intech Systems stands as a beacon of innovation in digital software solutions, transforming ambitious ideas into leading-edge digital experiences. With over 5 years of expertise and over 150 successful projects, we pride ourselves on being architects of innovation and pioneers in technology, dedicated to reshaping industries and empowering businesses for the digital era. Our suite ... read Intech Systems Canada reviews & insights

    $25 - $49/hr
    10 - 49
    2018
    Ahmedabad, India
  • Remote Skills Ltd. is an innovative AI-powered application development company dedicated to transforming businesses through custom software solutions. Specializing in the integration and utilization of advanced AI technologies, we offer a comprehensive range of services, including Retrieval-Augmented Generation (RAG), natural language processing (NLP), computer vision, predictive analytics, and more. Our expert team leverages the power ... read Remote Skills reviews & insights

    $25 - $49/hr
    2 - 9
    London, United Kingdom
  • Aumlytics is a data analytics and development agency helping e-commerce and digital businesses unlock growth through accurate data. We specialize in GA4 implementation, Google Tag Manager, Shopify app development, Amazon SP-API integrations, and AI agent automation. Founded in 2020, our small team of certified experts delivers enterprise-grade analytics solutions tailored for small and mid-sized businesses. ... read Aumlytics reviews & insights

    $50 - $99/hr
    2 - 9
    2020
    Centreville, United States

    Why Aumlytics?

    • Certified GA4 & GTM experts
    • Direct access to senior specialists
    • ROI-focused, data-driven solutions
  • Using AI Tools

    • CanvaCanva
    • FigmaFigma

    Taqnisoft is a software development company based in Sialkot, Pakistan, founded in 2023. Our tagline is "Ideas to Digital Solutions", and that is how we work: we take your idea and turn it into a working website, mobile app, or custom software product.Our main focus is web development and mobile app development. We build business ... read Taqnisoft reviews & insights

    < $25/hr
    2 - 9
    2023
    Sialkot, Pakistan

    Why Taqnisoft?

    • Support continues after your project launches
    • Quick replies across time zones
    • Personal attention on every project
  • TEQROX is a prominent Indian Software Development Company specializing in IT Services and Consulting. We specialize in custom software development, Cloud Solutions, website and Mobile app development , Software testing, data analytics, IoT solutions , Digital marketing and business intelligence services, offering comprehensive IT solutions worldwide to address your specific business challenges from enterprise-level systems ... read Teqrox Solutions LLP reviews & insights

    < $25/hr
    2 - 9
    2022
    Madurai, India
  • Solutyics has been founded with a vision to shape a world where Data and AI create endless possibilities. With a shared passion for technology, our team of experts remains steadfast in pushing boundaries, solving complex challenges, and delivering solutions in the domains of AI, Machine Learning, and Data Engineering and Advanced Data Analytics that help ... read Solutyics reviews & insights

    $25 - $49/hr
    10 - 49
    2022
    Lahore, Pakistan
  • Where Insight and Innovation Converge SORINT.tek is the business unit of SORINT.lab group focused on the development of Advanced Analytics and IoT Solutions. Our company builds, manages and supports end-to-end data-driven strategies for our partners and customers, from the design and implementation of Big Data and Fast Data architectures, the development of models and neural ... read SORINT tek reviews & insights

    < $25/hr
    10 - 49
    2017
    Wroclaw, Poland
  • Infosquare is a growing international IT and Digital services company We offer premium solutions and services to organizations seeking a sustainable competitive advantage. We support our clients in their digital transformation by drawing on the expertise of our experts and consultants as well as those of our main strategic partners, Opentext, M-Files, SAP, SAS and ... read INFOSQUARE reviews & insights

    < $25/hr
    10 - 49
    2014
    Montreal, Canada
  • We empower decisions through data, insight, and innovation We offer expert services in data analysis, statistics, machine learning, artificial intelligence, and research methodology. Our mission is to help individuals, educators, and businesses make informed decisions by transforming raw data into meaningful insight, actionable strategies, and measurable outcomes. ... read Statssy Solutions reviews & insights

    < $25/hr
    2 - 9
    2021
    Indore, India
  • Using AI Tools

    • ChatGPTChatGPT
    • ClaudeClaude
    • GeminiGemini
    • PerplexityPerplexity
    • GitHub CopilotGitHub Copilot
    • + 4 More

    Madhura Analytics helps businesses transform manual, inefficient operations into intelligent, automated systems using AI. We specialize in building custom AI solutions, including workflow automation, document processing, and intelligent chat systems that reduce operational workload and improve decision-making. Our approach focuses on understanding real business workflows first, then designing scalable AI systems that integrate seamlessly into ... read MADHURA ANALYTICS PRIVATE LIMITED reviews & insights

    $25 - $49/hr
    2 - 9
    2025
    Nagercoil, India

    Why MADHURA ANALYTICS PRIVATE LIMITED?

    • AI-driven automation, not just dashboards
    • Built for real workflows, not demos
    • Fast execution with scalable systems
  • Doza was formed in 2023 by ex-colleagues based in Leeds working for one of the worlds leading technology consultancies. We honed our skills on complex projects, tackling diverse challenges across various industries for big names in the UK and globally. Driven by our passion for a more personal approach, we set up Doza to combine ... read Doza Consulting reviews & insights

    < $25/hr
    10 - 49
    2023
    United Kingdom
  • We are the IT in the IoT - where Innovation is just the beginning & Thinking outside the box is a second nature. Committed to delivering multifarious end-2-end IT solutions, VRIT-USA teams up with its clients to help them achieve high performance. Equipped with team of Engineering professionals, Big Data & Cloud Architects, Data Analysts ... read VRITUSA reviews & insights

    $25 - $49/hr
    50 - 249
    2006
  • Bluechip Technologies is a premier leader in business application services, specializing in guiding organizations through the intricate processes of planning, designing, implementing, and managing cutting-edge business application solutions. With a strategic emphasis on harnessing the power of data and artificial intelligence (AI), we enable our clients to leverage these technologies to create and maintain a ... read Bluechip Technologies reviews & insights

    $25 - $49/hr
    250 - 999
    2008
    Nairobi, Kenya
  • At Wistec, we offer more than just technology—we deliver tangible business success. From ERP systems to website development, customised software, AI, and fully customisable Odoo implementation, we ensure these tools are seamlessly integrated into your business environment for real results. A provider focused only on technology misses the bigger picture—we focus on your goals, processes, ... read WisTec reviews & insights

    < $25/hr
    2 - 9
    2017
    Adelaide, Australia
  • Using AI Tools

    • ClaudeClaude

    ISO 27001 and CMMI Level 3-certified, BigOh Tech is a product engineering and AI development company helping enterprises, ISVs, and high-growth businesses design, build, modernise, and scale digital products, AI solutions, and cloud platforms.Since 2021, our team has delivered 150+ projects for 250+ clients, supporting billions of transactions across FinTech, Aviation, Energy, Travel, Hospitality, Healthcare, ... read BigOhTech reviews & insights

    < $25/hr
    50 - 249
    2020
    Noida, India

    Why BigOhTech?

    • ISO 27001 and CMMI Level 3 certified
    • 80 percent repeat business, founder led delivery
    • 150 plus projects delivered for 250 plus clients
  • Nyoka is your team. We believe you should be handpicked with an app development team that is focused on your success. And it's not just about apps. It's about creating successful products that people really want to use - on mobile devices and on the Internet. If you're not tech-savvy or your team needs additional ... read Nyoka company reviews & insights

    $25 - $49/hr
    10 - 49
    2018
    Phuket, Thailand
  • Using AI Tools

    • ClaudeClaude

    Pro AI builds custom AI systems and automations for growing UK businesses — typically firms of 10 to 200 people that already run on a handful of digital tools and lose hours every week to the manual work between them. What we do. Business process automation that connects the systems you already pay for (CRM, ... read Pro AI reviews & insights

    $100 - $149/hr
    2 - 9
    2020
    London, United Kingdom

    Why Pro AI?

    • Fixed-price Automation Audit before any build
    • First system live within a month
    • Every system reports the hours it saves
  • Predikly is at the forefront of digital transformation, blending cutting-edge technology with human-centric processes to revolutionize how businesses operate. Our mission is to empower organizations through advanced Robotic Process Automation (RPA), Artificial Intelligence, Machine Learning, InnovationOps, MLOps, Agile Business Process Management, and precise data annotation. We offer a full spectrum of services designed to support ... read Predikly reviews & insights

    $25 - $49/hr
    50 - 249
    2017
    San Diego, United States
  • Aseef is a Saudi Arabia-based tech company offering web development, UI/UX design, branding, cloud services, digital marketing, IT staffing, cybersecurity, AI, and more. We provide smart, customized solutions to help businesses grow and stay ahead with the latest technology. Whether you need a website, better security, or AI solutions, Aseef is here to support your ... read Aseef Information Technology Holding Company reviews & insights

    NA
    50 - 249
    2022
    Riyadh, Saudi Arabia
  • AISmith.dev is a technology-driven digital solutions company focused on building scalable, high-impact products for modern businesses. We help startups, scale-ups, and enterprises transform ideas into reliable, performance-driven software solutions. Our expertise spans custom web development, product engineering, automation, and data-driven systems, enabling companies to move faster, operate smarter, and grow sustainably in competitive markets. At ... read AISMITH reviews & insights

    $100 - $149/hr
    2 - 9
    2025
    Noida, India
  • Using AI Tools

    • ChatGPTChatGPT
    • ClaudeClaude
    • GeminiGemini
    • PerplexityPerplexity
    • LovableLovable

    Bitsbender Technologies is an AI-first software development company helping startups, SMEs, and enterprises build intelligent digital products. We specialize in custom software development, AI-powered applications, workflow automation, cloud solutions, and scalable web and mobile applications. Our experienced team combines modern technologies with industry best practices to deliver secure, high-performance, and future-ready solutions. At Bitsbender, we ... read Bitsbender Technologies reviews & insights

    $25 - $49/hr
    2 - 9
    2021
    Bhopal, India

    Why Bitsbender Technologies?

    • AI-Driven Custom Software Solutions
    • Enterprise-Grade Quality & Security
    • Transparent & Agile Development

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