Top Artificial Intelligence companies in Singapore

Researched by:Goodfirms Research TeamUpdated:September 8, 2026

Goodfirms has reviewed 94 Artificial Intelligence companies in Singapore as of September 2026. The top-ranked firm is ELEKS (5.0 stars, 13 verified reviews, $25 - $49/hr, founded 1991, Singapore). Across the category, the median hourly rate is $37, median client rating is 4.9, and 40% of firms employ 50+ members. Explore the vetted Artificial Intelligence companies in Singapore below, compare their strengths, and connect with the provider best suited to your requirements.

Searching for artificial intelligence companies in Singapore? Artificial intelligence enables businesses to work in a smarter and faster way by automating the entire process. Artificial intelligence development is being used by various industries like healthcare, automobile, and others to improve sales, enhance customer experience and detect fraudulent activities. To help you have the best artificial intelligence solutions provider for your business, Goodfirms has curated this list of companies after extensive research based on their quality, reliability, and ability.

94Verified firms
$37/hrMedian hourly rate
4.9 ★Median rating
40%Have 50+ members

Goodfirms has verified 94 Artificial Intelligence companies in Singapore - part of 9,827+ Artificial Intelligence Companies, 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

Highly recommended artificial intelligence development companies Singapore | Top AI Companies

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Hourly Rate
Employees
ReviewsAll Companies
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Client Type
  • Using AI Tools

    • OpenAI CodexOpenAI Codex
    • ClaudeClaude
    • ChatGPTChatGPT

    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.We combine strategy, AI enablement, data & architecture, legacy system modernisation, workflow automation and hands-on implementation to help organisations move from fragmented or outdated ... read NCODE Consultant reviews & insights

    $100 - $149/hr
    10 - 49
    1994
    Singapore, Singapore

    Why NCODE Consultant?

    • We bridge leadership and engineering.
    • We design for the long term.
    • We favor fewer, deeper partnerships.
  • Neutrinos is a One-Stop Multi-Experience Low Code Application Development Platform focused on helping enterprises achieve their business outcomes by transforming digital and in-person journeys for their customers, employees and citizens. Using Neutrinos, enterprises can build Apps rapidly on advanced technologies, with No Lock-In. By leveraging IoT, AI/ML, Blockchain and Mobility, we deliver Solutions like Legacy ... read Neutrinos reviews & insights

    $50 - $99/hr
    50 - 249
    2015
    Singapore, Singapore
  • We help our clients generate valuable business actions from their data. Our clients continue to trust us for delivering projects that help them improve customer retention, improve pricing, better forecast their demands, reduce costs, optimize production and much more.

    $50 - $99/hr
    2 - 9
    2020
    Singapore, Singapore
  • Using AI Tools

    • ChatGPTChatGPT
    • GitHub CopilotGitHub Copilot
    • CursorCursor
    • ClaudeClaude
    • PerplexityPerplexity
    • + 3 More

    Inument is a global software engineering and AI solutions company that helps organizations build, scale, and modernize technology products through embedded engineering teams and end-to-end delivery. Founded with an engineering-first mindset, Inument works as a long-term technology partner, not a traditional outsourcing provider.The company specializes in staff augmentation, AI platforms, and custom software development, serving ... read Inument reviews & insights

    $25 - $49/hr
    50 - 249
    2022
    Singapore, Singapore

    Why Inument?

    • High-quality work at efficient cost
    • Faster delivery, less hiring burden
    • Trusted AI and software partner
  • AngelHack’s Developer Labs helps businesses build innovative solutions through tailored, high-quality software development services in AI, Web3, and other emerging technologies. As the strategic partner of over 250 leading organizations, including Meta, Google, Mastercard, Intel, NVIDIA, IBM, Circle, and Polkadot, AngelHack strives to drive innovation across the tech ecosystem. Whether you're a startup founder looking ... read AngelHack DevLabs reviews & insights

    $25 - $49/hr
    50 - 249
    2011
    Singapore, Singapore
  • CRS Studio is a trusted Salesforce consulting partner helping SMEs and fast-growing companies streamline operations, enhance customer engagement, and drive growth. We specialize in Salesforce implementation, customization, and AI-driven automation tailored to your unique business needs. With deep industry experience across nonprofit, fintech, and service sectors, our certified consultants deliver scalable CRM solutions that simplify ... read CRS Studio reviews & insights

    $50 - $99/hr
    10 - 49
    2014
    Singapore, Singapore
  • Q2M Solutions is a forward-thinking technology firm dedicated to delivering innovative software, cloud application, and AI development services. With a proven track record of excellence, Q2M Solutions empowers businesses across industries to harness the power of cutting-edge technology to drive transformation and improve operational efficiency. We specialize in custom software development, cloud-based solutions, and artificial ... read Q2M Solutions reviews & insights

    $25 - $49/hr
    10 - 49
    2021
    Singapore, Singapore
  • DEHA GLOBAL is a Singapore-based technology consulting and delivery partner specializing in AI, Cloud Engineering, and Rapid Product Development for companies across APAC and Australia. We help businesses accelerate digital transformation through high-quality engineering, cost-efficient delivery models, and a strong focus on measurable outcomes. Our teams in Singapore and Vietnam combine deep technical capability with ... read DEHA GLOBAL PTE. LTD. reviews & insights

    $25 - $49/hr
    250 - 999
    2016
    Singapore, Singapore
  • LEAPBUZZ is a boutique agency aimed at providing bespoke full-service solutions, delivered by senior industry professionals to fast growing clients based in Singapore and the SEA region. We partner with brands like yours to create media experiences your customers will remember - maximising your visibility! Clients don’t hire us for ‘more of the same.’ We ... read leapbuzz reviews & insights

    $25 - $49/hr
    10 - 49
    2018
    Singapore, Singapore
  • UniqueSide is a Singapore-based software development and MVP development company helping startups and businesses across the USA, UK, Singapore, and Southeast Asia turn ideas into market-ready products. We have worked with startup founders from Silicon Valley, ex-FAANG entrepreneurs, and early-stage teams across multiple continents. With over 40 products shipped across fintech, healthtech, marketplace, and SaaS, ... read UniqueSide reviews & insights

    $100 - $149/hr
    50 - 249
    2022
    Singapore, Singapore

    Why UniqueSide?

    • 40 plus products shipped globally
    • Trusted by Silicon Valley & ex-FAANG founders
    • From MVP to 20K USD MRR large-scale products
  • Established in 2016 as a Web3 agency, TokenMinds is a first mover in the Web3 and gaming space. With strong partnerships across exchanges, investors, and influencers. We bring proven success in launching tokens, gaming platforms, and interactive communities. We offer complete support for Web3 and gaming projects. From development and tokenomics to marketing and community ... read TokenMinds reviews & insights

    $25 - $49/hr
    10 - 49
    2017
    Singapore, Singapore
  • Using AI Tools

    • ClaudeClaude

    WIDTH is an AI-native compliance technology company built to help financial institutions and regulated businesses modernise risk and regulatory operations. The platform unifies KYC, KYB, KYT, AML monitoring, fraud detection, case management, investigations, and regulatory reporting into one auditable operating environment. Designed for banks, fintech companies, payment providers, insurers, digital asset firms, and other regulated ... read Width Pte Ltd reviews & insights

    NA
    50 - 249
    2025
    Singapore, Singapore

    Why Width Pte Ltd?

    • Leading AI Tool
    • Efficiency
    • Competitive Low Pricing
  • Using AI Tools

    • OpenClawOpenClaw

    iWV is a Singapore-based managed IT, cloud, cybersecurity, and AI infrastructure provider with over 20 years of experience helping businesses build, secure, and operate their technology environments. Since 1998, we have supported organisations across Singapore and ASEAN with proactive IT support, cloud solutions, cybersecurity services, backup and disaster recovery, and sovereign AI infrastructure. Our team ... read iWV ICONZ-Webvisions reviews & insights

    $150 - $199/hr
    10 - 49
    1998
    Singapore, Singapore

    Why iWV ICONZ-Webvisions?

    • End-to-End Technology Partner
    • 300 Businesses Trust iWV
    • Managed IT, Cloud & Cybersecurity
  • GGTS is an enterprise blockchain solution provider, serving top notch clients globally in various industries including FinTech, Government, Waste Management, Health, Logistics Supply Management, E-Commerece and few others.We have hands on experience in building Public and Private Blockchain using underpinning Technologies like Ethereum and HyperLedger.GGTS works with Start-Ups and Enterprises, helping them to reshape their ... read Global Green Tech Solutions (GGTS) reviews & insights

    $25 - $49/hr
    50 - 249
    2019
    Singapore, Singapore
  • Lyods is a FinTech solution provider of Web3.0 technology on Artificial Intelligence, Big data analytics and Blockchain for business. Since the establishment in 2000, we are able to listen to clients’ objectives and needs, tender them with user-friendly and deployable solutions to reshape their operating models. It is our history and industry-specific expertise in the ... read Lyodssoft reviews & insights

    $25 - $49/hr
    2 - 9
    Singapore, Singapore
  • ENGINE is a data analytics company started by an interdisciplinary mission-driven team of tech analysts, data scientists, and engineers. We apply our creative problem-solving skills to collect, organize and manage data by developing efficient and intuitive custom solutions for worldwide Enterprises. Let’s take control of your data, lower your costs, optimize your processes, and maximize ... read ENGINE Analytics reviews & insights

    $100 - $149/hr
    2 - 9
    2023
    Singapore, Singapore
  • Using AI Tools

    • ChatGPTChatGPT
    • ClaudeClaude
    • PerplexityPerplexity
    • CursorCursor

    Adamo APAC is the Singapore arm of Adamo Software, an IT outsourcing provider founded in 2018. It combines a Vietnam-based engineering team with a client-facing presence in Singapore, serving upper mid-market B2B clients across Singapore and the wider APAC region. Services include custom software development, AI and data services, and dedicated development teams, with deep ... read Adamo Asia Pacific reviews & insights

    < $25/hr
    50 - 249
    2026
    Singapore, Singapore

    Why Adamo Asia Pacific?

    • Singapore presence, proven Adamo Software team
    • Deep expertise in healthcare and travel tech
    • Better rates than local Singapore developers
  • Brands are the new people, People you interact with daily on websites, apps and now messaging platforms. Communicating intelligently is a crucial competitive advantage that unlocks customer satisfaction and employee productivity. Communicating with Brands and businesses has traditionally been laboursome process with long waits and no easy resolution, costing a lot of money with marginal ... read Supertext.ai reviews & insights

    NA
    10 - 49
    2016
    Singapore, Singapore
  • Apstellar is a Singapore based firm with regional presence in Shanghai, China and Bangkok, Thailand. We offers tailored solutions such as management consultancy, overseas business expansion to Thailand & artificial intelligent AI voice bot & chatbot customer engagement solutions.

    $100 - $149/hr
    2 - 9
    2016
    Singapore, Singapore
  • Straive (erstwhile SPi Global) has been amongst the pioneers to provide content outsourcing services to Publishers and Information providers. Today, Straive is a multi-award-winning global leader delivering technology-driven solutions for Content and Data to leading global organizations. At Straive, we are focused on being a market leader in providing - eLearning solutions to online K-12 ... read straive reviews & insights

    NA
    2 - 9
    1980
    Singapore, Singapore
  • Our journey commenced with a bold mission to empower businesses of all sizes, spanning every industry around the globe. We believe in the transformative power of technology and its ability to fuel business growth.

    NA
    10 - 49
    Singapore, Singapore
  • Factori, established in 2017, is a leading name in the field of customer intelligence and data-driven marketing. We excel at empowering businesses to seamlessly collect, unify, enrich, and segment their customer data, yielding actionable insights and optimizing omnichannel marketing initiatives and ad spends. What sets Factori apart from competitors is our commitment to delivering holistic ... read Factori reviews & insights

    NA
    2 - 9
    2017
    Singapore, Singapore
  • Empowering Industries with World Class Software Solutions At Globalware Solutions (GWS), we specialize in delivering tailor-made software solutions across diverse industries, from freight to healthcare and beyond. Our commitment to innovation and client satisfaction has enabled us to build a vast and loyal client base. Partner with us to transform your business processes and drive ... read Globalware Solutions reviews & insights

    $25 - $49/hr
    10 - 49
    2000
    Singapore, Singapore
  • AGR Networks & Solutions is a Singapore-registered IT systems integrator and managed services provider specialising in enterprise-grade technology for the hospitality, finance, retail, manufacturing, and SME sectors across Asia-Pacific. Our services include managed IT (Care+ programme), network infrastructure design and deployment, high-density wireless (WiFi 6/7), structured cabling, IP security systems (CCTV, access control), unified communications, ... read AGR NETWORKS & SOLUTIONS reviews & insights

    $50 - $99/hr
    2 - 9
    2024
    Singapore, Singapore

    Why AGR NETWORKS & SOLUTIONS?

    • Single team from design to 24x7 support
    • Hospitality & enterprise IT specialists
    • Fixed-cost managed IT, no vendor sprawl
  • Using AI Tools

    • Agentic RAGAgentic RAG
    • Madison AIMadison AI
    • FioreFiore

    We are a software company offering tailored solutions, IT managed services, web/app development, eCommerce, and mobile apps across Asia Pacific. We are based in Singapore, with offices in Malaysia and Vietnam and presence across the Asia Pacific. We are a powerhouse start-up formally established in 2018 that have built and designed infrastructure, mobile apps, and ... read General Assembly Singapore reviews & insights

    $25 - $49/hr
    50 - 249
    2017
    Singapore, Singapore
  • Using AI Tools

    • ChatGPTChatGPT
    • ClaudeClaude
    • PerplexityPerplexity
    • Make / n8nMake / n8n

    Mayson is a Singapore-based digital growth partner specialising in SEO, GEO (Generative Engine Optimisation), AI automation, and bilingual website development for businesses in Singapore and Southeast Asia. We help companies improve visibility across both traditional search engines and AI-powered platforms — including Google AI Overviews, Perplexity, and ChatGPT Search — through integrated SEO and GEO ... read Mayson AI reviews & insights

    $50 - $99/hr
    2 - 9
    2016
    Singapore, Singapore

    Why Mayson AI?

    • SEO GEO AI delivered as one system
    • Social media TikTok, IG & Xiaohongshu
    • PSG grant support included
  • Using AI Tools

    • ClaudeClaude
    • ChatGPTChatGPT

    Kodian Studio is a Singapore-based web design and SEO studio. We build custom-coded websites and run SEO strategies that get businesses found on Google. Every project comes with fixed scope and fixed pricing — agreed before work starts.

    $50 - $99/hr
    2 - 9
    2026
    Singapore, Singapore

    Why Kodian Studio?

    • Custom-coded, no templates or page builders
    • SEO built in from day one, not added later
    • Direct founder access, no account managers
  • DXDasia is an AI-driven digital growth agency delivering custom AI software, web/mobile applications, and performance marketing systems for global businesses. With 20+ years of experience, 3,000+ completed projects, and a portfolio spanning 20+ industries, we engineer scalable digital ecosystems that drive measurable growth.

    < $25/hr
    10 - 49
    2005
    Singapore, Singapore
  • CTC Global Pte. Ltd. is a Singapore-based end-to-end IT consulting and technology solutions provider focused on helping organisations navigate digital transformation, modernise their technology environments, strengthen cybersecurity, and build scalable infrastructure for the future. Operating with the philosophy of “Challenging Tomorrow’s Changes,” CTC Global combines technical expertise, industry knowledge, strategic technology partnerships, and professional services ... read CTC Global Pte Ltd reviews & insights

    $50 - $99/hr
    50 - 249
    1972
    Singapore, Singapore
  • Using AI Tools

    • CursorCursor

    Umbrella Solutions is a Singapore-based IT services and technology consulting company helping businesses streamline operations, improve efficiency, and accelerate digital transformation. We deliver tailored solutions across enterprise software, Microsoft Dynamics 365, ERP, AI, automation, software development, cloud technologies, and business process optimization. Our team combines technical expertise with a business-focused approach to build scalable, secure, ... read Umbrella Solutions reviews & insights

    $50 - $99/hr
    10 - 49
    2016
    Singapore, Singapore

    Why Umbrella Solutions?

    • Industry Expertise
    • Innovative Solutions
    • Client-Focused Approach
  • Grow your business with us. We offer an impactful customer experience with our all-in-one service. With our seamless integration of branding and online and offline touch points, we help consumers scale up 80 % of their business.Cedilla Interactive is an end to end digital solutions company providing influencing digital strategies, engaging content, highly funnelled social ... read Cedilla reviews & insights

    NA
    10 - 49
    2017
    Singapore, Singapore
  • By introducing innovative solutions, we aim to improve the methodologies, functions, and opportunities for our stakeholders, including clients, investors, partners, and communities. WeTech Software is committed to providing top-tier solutions to leading organizations worldwide. Our dedicated teams foster innovation and ensure customer satisfaction. We deliver tailored technology solutions to businesses of all sizes and aim ... read WeTech Group reviews & insights

    NA
    10 - 49
    Singapore, Singapore
  • Zencode Technologies is established in 2013 with headquarter in Singapore and offices at Hong Kong, Chennai and Bangalore. We have delivered more than 200 projects successfully over the past 6 years. We are primarily focused on Web and Mobile App development using technologies such as .Net, Java, Python, PHP, Wordpress, Magento, Android, IOS, JS, React ... read Zencode Technologies Pte Ltd reviews & insights

    < $25/hr
    50 - 249
    2013
    Singapore, Singapore
  • iCode49 Technolabs is a leading technology solutions provider dedicated to transforming businesses through innovative and high-performance digital solutions. We specialize in mobile app development, web development, and emerging technologies like AI Development, ensuring that our clients stay ahead in the ever-evolving digital landscape. Our expertise extends to crafting custom on-demand solutions tailored to meet specific ... read iCode49 Technolabs reviews & insights

    < $25/hr
    10 - 49
    2022
    Singapore, Singapore
  • We are a team of seasoned developers, blockchain architects, and financial experts, passionate about building cutting-edge solutions that revolutionize the way businesses operate in the digital economy. At our agency, we are dedicated to creating bespoke software solutions that streamline processes, enhance productivity, and drive growth. From decentralized finance (DeFi) applications and blockchain-powered financial products ... read Purple Dash reviews & insights

    $100 - $149/hr
    10 - 49
    Singapore, Singapore
  • Across continents and time zones, our global offices stand ready to serve you. Innovative Solutions: Cutting-edge software for diverse business challenges. Client Satisfaction: Exceeding expectations with personalized service. Expertise and Experience: Seasoned professionals ensuring top-quality outcomes.

    $50 - $99/hr
    250 - 999
    2022
    Singapore, Singapore
  • Cloud4C, named a Visionary in the 2021 Gartner Magic Quadrant for Public Cloud IT Transformation Services is the world’s leading automation-driven, application-focused Cloud Managed Services Provider (MSP). As one of the global leaders in multi-cloud migration and managed services, we support native and hybrid cloud environments with multi-availability zones, offering four-way disaster recovery architecture at ... read Cloud4C Services reviews & insights

    NA
    2 - 9
    2014
    Singapore, Singapore
  • At Retoolers.io, we specialize in building internal tools, admin panels, dashboards, and analytical solutions using Low Code technologies such as Retool. Our expertise extends to integrating automations, workflows, and advanced systems that drive both revenue and operational efficiency. Incorporated in Singapore with operations based in Ho Chi Minh City, we cater to clients primarily in ... read Retoolers Pte Ltd reviews & insights

    $25 - $49/hr
    10 - 49
    2021
    Singapore, Singapore
  • Using AI Tools

    • ChatGPTChatGPT
    • ClaudeClaude
    • GeminiGemini

    Astrova helps Singapore small businesses show up where customers actually look now, on Google and inside AI answers from ChatGPT, Perplexity and Google AI Overviews. We design and build fast, mobile-friendly websites, run SEO and flat-fee Google Ads, and offer AI SEO (AEO and GEO) as a core service, not an add-on. The agency is ... read Astrova Pte Ltd reviews & insights

    NA
    2 - 9
    2024
    Singapore, Singapore

    Why Astrova Pte Ltd?

    • Trustworthy
    • Transparent
    • Professional
  • Our company was established in 2015 with a team of extremely skilled personnel in Business Innovation, having our Headquarters in Singapore and serving Branches in Malaysia as well as India. ABI-Tech Solution transforms the business from traditional to modern using digital transformation.

    NA
    10 - 49
    2017
    Singapore, Singapore
  • We are Buuuk – a strategic design and innovation consultancy headquartered in Singapore. For the past 10 years we have been working with some of the biggest brands in the region including Daimler, Scoot, Audi, Singtel, Starhub, Tupperware, DB Schenker, National Environment Agency, CapitaLand, Decathlon and NTUC. We help forward-thinking enterprises, startups and government organisations ... read Buuuk reviews & insights

    $100 - $149/hr
    10 - 49
    2008
    Singapore, Singapore
  • At RPI Group, we are fueled by new technology discoveries that allow us to design and develop new technology tools such as Augmented Reality (AR) products and services. We believe that visual presentations are becoming for immersive and interactive to captivate audiences. Enjoy building Augmented Reality apps, products and even services with our 3D models, ... read RPI Esolutions Pte Ltd reviews & insights

    $25 - $49/hr
    10 - 49
    2000
    Singapore, Singapore
  • Multi Award Winning Digital Solutions Company, offering the best-in-class Strategy, Experience, and Technology Solutions.Proudly Certified by ISO 27001, ISO 9001, and Great Place to Work® Institute.We take complete Accountability for your Business Requirements by deploying our highly effective 4C approach - Customer, Consult, Create, Care to build highly impactful Digital Solutions across Banking, Finance, Fintech, ... read TransformHub reviews & insights

    $25 - $49/hr
    50 - 249
    2019
    Singapore, Singapore
  • Found in May 2014. Tellus2build LLP started with its software development services. A team of passionate experienced developers and inventors get together. Offers eCommerce, website, and mobile application development. Providing integration to various popular microservices and cloud computing platforms. Collaboration with Guangzhou Chengbei Technology started in the year 2020 and started to engage official business ... read Tellus2build LLP reviews & insights

    NA
    10 - 49
    2014
    Singapore, Singapore
  • The Kirin Lab is a software development & design consultancy expertise in building affordable world-class websites & apps from scratch for startups and SMEs. We work in small teams. We believe that the advance of technology ecosystems such along with Lean & Agile product development on the Cloud has made it possible for large-scale systems ... read The Kirin Lab reviews & insights

    NA
    10 - 49
    2018
    Singapore, Singapore
  • As one of the leading software developers in the Singapore, at Vgosh Info, we build exceptional software products. Whether we’re talking about corporate web development, big data, cloud computing, e-commerce websites, mobile apps, multichannel solutions, or startups, we’ll do it. At Vgosh Info, our mission is to create innovative and reliable software solutions that empower ... read Vgosh Info reviews & insights

    $25 - $49/hr
    50 - 249
    2009
    Singapore, Singapore

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1 states with the best Value Score for hiring.

Ranked by a composite blending firm count (supply), average rating (quality), and average hourly rate (cost). Affordability is weighted highest (50%), so this surfaces genuinely affordable destinations - not just the biggest markets.

Where the firms are.

Bubble size shows how many firms each country has; colour shows its average hourly rate. Tap any country for its firm count, average rate, rating, and Value Score.

Loading map…

All states ranked by Value Score.

Every state in scope, ranked by Value Score.

StateFirmsAvg RateAvg RatingValue ScoreAction
SGSingapore94$67/hr4.975View firms
SGSingapore
94 firms$67/hr4.9
Value Score75 / 100

Match by work-hour overlap with your team.

Cost matters - but so does being able to actually talk to your developer during your workday. Here are the best destinations for each major hub.

If you're in US (PT/ET)Recommended

Look for nearshore LATAM partners - same-day collaboration, similar time zones, and 50-60% cost savings vs domestic.

MXMexico~7h overlap
ARArgentina~6h overlap
BRBrazil~5h overlap
CACanada~8h overlap
If you're in Europe (CET/GMT)Recommended

Eastern Europe is your sweet spot - 1-2h time zone shift, EU GDPR alignment, and 40-50% lower rates than Western Europe.

PLPoland~8h overlap
UAUkraine~7h overlap
RORomania~7h overlap
ZASouth Africa~8h overlap

How firms are placed on the matrix

Every position on this chart is the output of the Goodfirms ranking algorithm - a weighted composite of signals across two axes. The algorithm is recomputed regularly and is fully documented.

Sponsorship does not affect placement. PRO members receive visible badges and ad placements, but their algorithmic scores are calculated identically to free listings.

Read the full methodology
Algorithm at a glance
1
X-axis (Core Competencies): Service Focus Ratio + Portfolio Depth + Quality + Experience
2
Y-axis (360-Performance): Client Reviews + Market Presence + Goodfirms Score
3
Missing signals are excluded from a firm's score, not substituted with defaults - weights redistribute across remaining inputs
4
Recency decay over the last 18 months keeps stale reviews from dominating
5
Eligibility floor: ≥ 1 published review in this category scope

Found your target region?

Browse all firms in your chosen country - or let us hand-pick matches based on your project, budget, and time-zone preference.

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States with the best Value Score for artificial intelligence hiring.

Ranked by a composite score blending firm count (supply), average rating (quality), and median hourly rate (cost). Affordability is weighted highest (50%), so this list surfaces actually affordable destinations rather than just-big markets.

Budget leader
Singapore · $0-24/hr

11 firms in this tier - more than any other state, averaging 4.9 ★. Top picks: Probey Services, Innovacio Technologies, Zerone Consulting.

Mid-tier leader
Singapore · $50-99/hr

16 firms in this tier - more than any other state, averaging 5.0 ★. Top picks: Scopic, Future Processing, Dextralabs.

Top tier leader
Singapore · $150+/hr

3 firms in this tier - more than any other state. Top picks: Inument, iWV ICONZ-Webvisions, Stellar AI Holdings Pte Ltd.

Loading heatmap…
Cell intensity (firm density):
Low
High
Best Value marks the densest, highest-rated, most-affordable cell per row

How the heatmap is built

Every cell in the grid above is the count of firms in (place × hourly-rate tier). Firms are placed by their published hourly rate; those without a disclosed rate are not plotted.

Top company names per cell are surfaced by Value Score - a weighted blend of affordability (50%) + rating (35%) + review volume (15%).

The "Best" ribbon marks the cell in each row where firm density, ratings, and affordability line up best - the densest, highest-quality combination.

Read the full methodology
Value Score · per firm
ValueScore = 0.50 × Affordability
+ 0.35 × Rating
+ 0.15 × Review Volume
// All sub-scores normalized 0-100
// Affordability = (1 - rate/$200) × 100
// Rating = (rating - 3) / 2 × 100
// Volume = log10(reviews+1)/log10(200) × 100

Found your target region?

Browse all artificial intelligence firms in your chosen country - or let our AI hand-pick 3 matches based on your project, budget, and time-zone preference.

Get 3 AI-Matched Firms