Explore top AI companies in Singapore specializing in generative AI, predictive analytics, and automated machine learning. From Jurong Innovation District to Changi’s logistics hub, compare experts in sovereign AI and LLM integration to transform your business across ASEAN.
Organic rankings are determined by five factors: top services, reviews, portfolio, awards/press, and team expertise. Sponsored listings pay for a placement that appears above organic positions. Sponsorship does not affect star ratings or review content - read more on our methodology page.
Singapore ×
Accelerating Software Development - Building Offshore Software Development Centers
Saigon Technology delivers AI development, backed by 14+ years of experience in computer vision, NLP, and LLM. For AxiaGram, a healthcare platform, it cut development time by 40% and scaled to 6M+ records. As one of the top AI development companies in Singapore, it fits healthcare teams needing compliant AI...
Top Services:
- Software Development
- Staff Augmentation
- AI Development
- Web Development
- Mobile App Development
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 51 Projects Listed
Trusted Technology Solution Partner
Newwave Solutions brings over 15 years of experience, building AI software for clients in Japan and Singapore. For a Japanese client, it built an AI chatbot with vector search handling 10,000+ daily accesses. The agency serves startups seeking AI tools...
Top Services:
- Mobile App Development
- Web Development
- Software Development
- Blockchain
- Staff Augmentation
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 16 Projects Listed
AI-Driven Software Development Company in Singapore
TechTIQ Solutions delivers AI development, with 8+ years of experience, building machine learning and generative AI. For IllumiDesk, it built an AI LMS letting instructors create content 10x faster. The AI development firm in Singapore is best for startups needing custom AI...
Top Services:
- Software Development
- Mobile App Development
- Web Development
- Web Design
- AI Development
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 2 Projects Listed
Award-winning Singapore-based IT solutions company with over 15 years of experience.
Vinova brings 16+ years of experience building custom AI models and virtual assistants using GPT, Claude, and LLaMA. It has delivered over 300 systems under ISO 9001 and ISO 27001 certification. As one of the top AI companies in Singapore, it appeals to enterprises seeking certified AI development...
Top Services:
- Software Development
- Mobile App Development
- Web Development
- Blockchain
- AI Development
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 16 Projects Listed
Global software development company crafting secure AI-enabled solutions.
Scopic brings over 15 years of experience building generative AI and computer vision, using GPT, Claude, and LLaMA. For Orthoselect, it built 3D modeling software with AI-driven segmentation. The AI development company in Singapore works well for healthcare firms needing custom AI...
Top Services:
- Software Development
- AI Development
- Web Development
- Mobile App Development
- Web Design
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 40 Projects Listed
Empower Your Business With Future Ready IT Solutions
A3Logics brings more than 21 years of experience in deep learning, computer vision, and generative AI. For CareVision, it built an AI osteoporosis detection system, backed by a 91% repeat-client rate. The AI agency in Singapore suits enterprises seeking an established partner...
Top Services:
- Mobile App Development
- Software Development
- Big Data Analytics
- Blockchain
- AI Development
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 13 Projects Listed
Your Technology Partner
SDLC Corp has 10+ years of experience in machine learning, computer vision, and generative AI. Its AI defect detection system hit 96% accuracy in auto production for a manufacturing client. The company is built for enterprises needing production-ready AI...
Top Services:
- Software Development
- Mobile App Development
- Web Development
- AI Development
- Blockchain
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 53 Projects Listed
AI-Native, Business-Ready Development Services. Engineered to Scale
Mobcoder has provided AI development since 2014, building machine learning, NLP, and generative AI solutions. It developed Maro, a suicide-prevention chatbot, among its AI-powered products. As one of the top AI development companies in Singapore it is designed for startups needing custom AI apps...
Top Services:
- Mobile App Development
- AI Development
- Software Development
- Web Development
- VR/AR
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $55/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 14 Projects Listed
Strategic Technology Partner
Moving past IT Outsourcing, let us become your Strategic Technology Partner who will have you covered and kindle your digital innovations...
Top Services:
- Web Development
- Blockchain
- Software Development
- AI Development
- IoT
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $18/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 16 Projects Listed
Making Digital Impact that Matters
Kyanon Digital provides AI development backed by 14 years in software engineering, with 500+ engineers. It built an AI English learning solution among clients including Fortune 500 firms. The agency suits enterprises seeking scalable offshore AI teams...
Top Services:
- Staff Augmentation
- Mobile App Development
- Software Development
- eCommerce Development
- Web Development
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 70 Projects Listed
SoloWay - your sustainable digital transformation companion!
SoloWay Technologies offers AI consulting and development, having over 17 years of experience across 1,500+ projects. For Covery, it built an AI-powered risk management platform for fraud prevention and AML screening. The AI development agency in Singapore is a solid choice for fintech businesses...
Top Services:
- Software Development
- Mobile App Development
- Web Development
- Web Design
- eCommerce Development
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 37 Projects Listed
Top-rated Mobile Apps, AI/ML, Blockchain Development Company.
Junkies Coder has over 10 years of experience delivering AI development services across 500+ projects. For Inspect and Buy, it built AI features for an omnichannel marketplace, and holds a 95% positive feedback. The company is best for enterprises needing production-ready AI...
Top Services:
- Mobile App Development
- Web Development
- WordPress Website Design
- eCommerce Development
- Digital Services
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- Under 49
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 15 Projects Listed
Next-Gen Apps for Next-Gen User
TechGropse builds AI solutions with 150+ developers across more than 500 deliveries for startups and Fortune 500 clients. For one client, it built an AI product boosting revenue by more than 200%. It is aimed at businesses seeking measurable AI outcomes...
Top Services:
- Mobile App Development
- Web Development
- Software Development
- AI Development
- IoT
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 23 Projects Listed
Enterprise Grade App & Web Development Services
RichestSoft has provided AI development since 2007, fine-tuning models like GPT, Llama, and Whisper for custom apps. It has delivered 500+ AI integration projects across healthcare and retail. It is well matched to startups needing custom AI...
Top Services:
- Mobile App Development
- Web Development
- Software Development
- Software Testing
- AI Development
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $20/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 9 Projects Listed
The Number One in Mobile App & Web-App Development
Lizard Global provides 14 years of experience in generative AI, LLM, and AI agent development. For Travereel, it built an AI travel app combining trip planning and hotel booking. It serves innovation teams and scale-ups seeking custom AI products...
Top Services:
- Mobile App Development
- eCommerce Development
- Web Development
- Software Development
- AI Development
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $70/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 43 Projects Listed
Your Self-Managed Technology Team
Shuru Technologies has provided AI and automation since 2021, building AI agents and generative AI apps. For Mountain Studio, it built automation, cutting turnaround time by 40%. The AI development firm in Singapore is a fit for enterprises seeking measurable AI-driven savings...
Top Services:
- Mobile App Development
- AI Development
- Software Development
- Cloud Consulting
- DevOps Consulting
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- Under 49
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 13 Projects Listed
Top Software Development Company in Viet Nam
Orient Software has spent two decades building AI systems using computer vision, OCR, and NLP. For Excosoft, it built AI automation cutting manual effort by 80% with 90% extraction accuracy. It fits well with enterprises needing document-heavy AI...
Top Services:
- Mobile App Development
- Software Development
- Software Testing
- AI Development
- DevOps Consulting
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 30 Projects Listed
Digital Transformation, Globally Delivered
Headquartered in Serbia with a development office in Singapore and a representative office in Israel, Appomart Technologies is a global leader in providing cutting-edge solutions in cloud systems, fourth industrial revolution projects, and bespoke mobile and web applications. We bridge international markets...
Top Services:
- Mobile App Development
- Software Development
- AI Development
- Web Design
- Market Research
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- Under 49
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 8 Projects Listed
Top AI, Mobility, and IoT Software Consulting and Development Agency
Fusion Informatics develops AI across machine learning, deep learning, NLP, and predictive analytics. For TAG org, it automated accounts receivable to improve cash flow through faster invoicing. It is right for finance and manufacturing enterprises...
Top Services:
- Mobile App Development
- Software Development
- IoT
- AI Development
- Web Development
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 5 Projects Listed
Leading the Way in IT Solutions and Staff Augmentation
CIS offers AI development backed by 12+ years across 5000+ projects, spanning agentic, generative, and conversational AI. Its own product, CXRove, provides AI customer service agents. The AI agency in Singapore is a match for enterprises seeking industry-specific AI...
Top Services:
- AI Development
- Web Design
- Web Development
- eCommerce Development
- VR/AR
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $20/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 6 Projects Listed
Award Winning Software Development Company
axiusSoftware delivers AI/ML development for over 12 years, serving clients like Carrefour and Volkswagen. Its services span generative AI and AI-enabled IoT, with 93% repeat business. It works best for enterprises seeking a long-term AI partner...
Top Services:
- Software Development
- Mobile App Development
- Web Development
- Web Design
- eCommerce Development
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 14 Projects Listed
Empowering Innovations with Artificial Intelligence
Innovature builds AI, data, and analytics solutions, including custom AI/ML models and conversational AI. For Morning Market, it enabled personalized shopping across 250+ shops. The company is recommended for retail firms seeking AI-driven data solutions...
Top Services:
- Mobile App Development
- AI Development
- Business Consulting
- Cloud Consulting
- IoT
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $49/hr
- Minimal Budget
- $1,000 - $10,000
We Bring Your Ideas To Life
Appnector is a digital growth agency that provides technology and digital services to help businesses grow their online presence, increase revenue, engage customers, and automate business processes. Its services include digital marketing, sales automation, website development, and app development. The company...
Top Services:
- Web Design
- Web Development
- eCommerce Development
- WordPress Website Design
- AI Development
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 49 Projects Listed
Trusted Software Partner For Global Businesses
MLTech Soft provides generative AI integration with a 99% on-time delivery rate. For V-Dental, it built an AI-powered dental diagnosis system. It meets the needs of healthcare clients seeking ISO-certified AI delivery...
Top Services:
- Software Development
- Mobile App Development
- Web Development
- AI Development
- IT Services
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- Under 49
- Average Hourly Rate
- $20/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 10 Projects Listed
The Worlds Leading AI Consulting Company
PlanetoidAI has built AI solutions since 2021, spanning generative AI, computer vision, and 3D modeling. Its portfolio includes AI-powered digital KYC verification and virtual try-on tools. The AI company in Singapore is designed for startups needing custom AI prototypes...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- Under 49
Automate . Engage . Transform
Total eBiz Solutions delivers AI services spanning AI/ML, generative AI, and conversational AI, including its product EkGAI. Using EkGAI, it cut archive search times 60% for a public housing authority. It suits public-sector organizations needing AI knowledge tools...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- 100 - 249
Mobiloitte: Where Experience Meets Excellence with Exuberance
Mobiloitte Singapore builds AI spanning workflow automation, AI assistants, and enterprise RAG search. For Merit Entrepreneur, it built HR apps with AI-driven forecasting for attendance and payroll. It suits Singapore enterprises needing governed AI...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- 100 - 249
Pioneering the Future of Creation with LowCode & Generative AI
Equative Solutions provides AI and generative AI, including deepfake detection and ChatGPT-integrated app development. For FSI clients, it builds predictive models and AI-driven decision tools. It is a good option for regulated organizations...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- Under 49
Grow your business with us. We offer an impactful customer experience with our all-in-one service.
Cedilla Interactive builds AI and ML solutions, spanning predictive analytics, NLP, and computer vision. It develops AI agents for customer service and process automation. It suits manufacturing and healthcare enterprises seeking scalable AI...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- Under 49
Accelerate your growth with our Artificially Intelligent Transformations (AIX)
iTCart has built an AI-native EOS since 2021, backed by CMMI Level 3 and ISO certification. Its product suite includes AiXHub, AiXFintech, and AiXHealthcare, spanning 19+ industries. It fits enterprises across finance, healthcare, and manufacturing...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- Under 49
#snowflake #wherescape #wherescapered
S3 Group Asia delivers data and AI solutions built on Snowflake, Microsoft Fabric, and Databricks. Its offshore teams handle cloud, data, and AI delivery for global clients. The AI development company in Singapore suits businesses needing flexible, platform-based AI and data delivery...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- Under 49
Your Partner in Digital Transformation
TechnePlus builds AI solutions including AI engineering, NLP, and computer vision. For a Jamaican bank, it used automation and chatbots to speed service and improve employee satisfaction. The company is best for banking enterprises seeking AI-driven modernization...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- 100 - 249
We develop & deliver highly scalable, secure, high performance applications.
Smart Source Technologies has built enterprise AI agents since 2006, spanning knowledge agents, workflow automation, and Power Platform agents. Its clients include CTBC Bank, Ministry of Manpower, and NCS. It suits nonprofits needing governed AI...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- 100 - 249
EVVO Labs Pte Ltd is convergent of five unique IT verticals.
Evvolabs delivers AI as a Service, partnering with Amazon, Microsoft, and Google Cloud ML platforms. For Orange Tee, it built an AI facility system running across almost 200 properties. The AI development agency in Singapore is recommended for real estate businesses needing AI operations...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- 100 - 249
A trusted partner in your RPA journey
CFB Bots has provided AI and RPA since 2017, building products like InvoiceBot, TenderBot, and Bella, its finance bot. Its AI spans computer vision, OCR, and NLP for loan approval and fraud detection. The agency is best for enterprises automating cognitive work...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- Under 49
Honored for continuous learning and development
GoPomelo Co has offered AI and cloud solutions since 2008, serving 1500+ customers across communications AI and analytics. For ONE North America, it built a program moving teams to AI proficiency. The agency suits enterprises seeking Google Cloud AI...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- 1000 & Up
Solutions and Training in Data Science | AI | Cybersecurity | Blockchain | DevOps
Training & Education | Learning Management | Bespoke Development in Data Science, Machine Learning & AI...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- 100 - 249
BREAKING DOWN BARRIERS IN SOFTWARE DEVELOPMENT
Software Intelligence, the R&D arm of 7-Network, an IT provider since 1991, builds AI, data visualization, and AR/VR solutions. Its JET Workflow product with Huawei Cloud gives SMEs free codeless automation. It suits SMEs seeking low-code AI tools...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- Under 49
An Artificial Intelligence Company Based In Singapore
EAS-AI builds AI for enterprises, spanning generative AI, computer vision, and predictive analytics. For the Singapore Ministry of Defence and DSO, it built an AI system detecting threats in audio and satellite data. It suits defense organizations...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- Under 49
· We Build 100% Bug-free Websites On-time ·
We offer an array of professional IT services such as web and mobile application development, E-commerce, AI & software development...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- Under 49
Efficient and High-Quality Data Services
By choosing DeeLab as your annotation partner, you gain access to a team of dedicated professionals who are passionate about delivering exceptional results. We pride ourselves on our commitment to accuracy, efficiency, and customer satisfaction.Our goal is to provide you with the annotated data you need...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- Under 49
Where Innovation Meets Purpose
Accion Labs delivers AI-led engineering through its Semantic Engineering method and tools like AI Prism, BreezeAI, and ASIMOV. For BFSI clients, it cuts fraud investigation time by 40%. It stands out for regulated enterprises needing governed AI...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- 1000 & Up
Made Smarter
Neurond AI builds custom AI spanning NLP, computer vision, and generative AI. For Plenti, it built an AI document system that cut manual invoice extraction by 80% with 99% accuracy. It is well suited for fintech clients needing measurable AI ROI...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $10,000 - $25,000
AI The Future of Custom Marketing Solutions
Mobile Programming has provided AI since 2010, building machine learning, NLP, and computer vision with Amazon Recognition. Its team builds chatbots and predictive analytics for banking and healthcare clients. It suits enterprises needing broad AI...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- 1000 & Up
Built For Your Business. Acting In Your Tools.
Voltade builds custom AI agents for customer support, operations and HR. Its agents serve 100+ businesses across clinics, schools, factories and retailers. The AI development firm in Singapore suits SMEs seeking practical AI automation...
Top Services:
- AI Development
- Location
- Singapore, Singapore
- Number of Employees
- Under 49
AI-Native Intelligent Systems & Modernisation Partner
NCODE Consultant is an AI-Native Intelligent Systems & Modernisation Partner in Singapore, helping small and mid-sized organisations modernise complex operational environments, establish AI-ready technology foundations and evolve intelligent workflows for long-term growth...
Top Services:
- Software Development
- AI Development
- DevOps Consulting
- Cybersecurity
- ERP Consulting
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- Under 49
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $50,000 & Up
Driving Global Innovation Through AI
NKKTech Global has built AI solutions since 2018, delivering a chatbot that transformed recruitment for AWING Technologies. Its engineers apply machine learning across finance, healthcare, and retail. The agency suits mid-market enterprises seeking custom AI at offshore rates...
Top Services:
- IoT
- Software Development
- AI Development
- IT Services
- Blockchain
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $20/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 4 Projects Listed
We Believe In Delivering Excellence
BR Softech has offered AI development since 2012, building machine learning and TensorFlow solutions for finance, healthcare, and retail. Its 250+ engineers also build Alexa and Google Assistant voice apps. The agency fits enterprises pairing AI with software or game projects...
Top Services:
- Mobile App Development
- Big Data Analytics
- AI Development
- Cybersecurity
- VR/AR
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $50/hr
- Portfolios Count
- 3 Projects Listed
Digital | Cloud | Data | Cybersecurity
Cloud, Data & AI Solutions That Scale...
Top Services:
- AI Development
- Software Development
- IT Services
- Cloud Consulting
- Big Data Analytics
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $100/hr
Creating amazing software products!
CognitiveClouds has built software products since 2012 for enterprise clients including Walmart, Verizon Media, and UBS. Its AI/ML/NLP practice runs on TensorFlow, Keras, and Scikit-learn. The agency is best for established companies adding AI to an existing web or mobile product...
Top Services:
- Mobile App Development
- Software Development
- IoT
- AI Development
- eCommerce Development
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 5 Projects Listed
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