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

562 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.

  • An IT Infrastructure Company.

    Our company offers technology-based services to businesses across various industries. We create customized software, provide IT consulting, manage networks, enhance cybersecurity, and implement data solutions. Our expertise helps clients adapt to new technologies, improve efficiency, and stay competitive in a...

    Location
    Noida, India
    Number of Employees
    Under 49
  • Building Businesses Online

    We are Fill Design Group, a one-stop shop for all your online needs. We offer web design, web development, social media marketing, SEO & more. We provide creativity to solve your advertising, branding, and marketing problems, and we work with companies of almost every size...

    Location
    Bidhan Nagar, India
    Number of Employees
    50 - 99
    Average Hourly Rate
    $20/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    1 Project Listed
  • Webflow Development Agency

    Uistudioz is a Webflow Development Agency specializing in Webflow design, development, and Figma to Webflow solutions...

    Location
    Ahmedabad, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $15/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    2 Projects Listed
  • Building Better Networks.

    We are an epitome of creative UI/UX designers, skilled developers, disciplined quality analysts and efficient product managers you will rarely come across. We let you access the best brains in the development sector ranging from independent software developers to the fully managed teams...

    Location
    Ahmedabad, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $12/hr
    Minimal Budget
    Under $1,000
    Portfolios Count
    2 Projects Listed
  • Enabling Future-Winning Business

    Strive for excellence and emerge as the most trusted global AI & ML-powered software development company...

    Location
    Bengaluru, India
    Number of Employees
    250 - 499
    Average Hourly Rate
    $75/hr
    Minimal Budget
    $1,000 - $10,000
  • End-to-end customized digital solutions.

    At SayOne, we design and develop technological solutions to assist our clients optimize their business operations and increase income. We have over ten years of experience completing over 200 projects for clients globally...

    Location
    Kochi, India
    Number of Employees
    100 - 249
    Average Hourly Rate
    $200/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    1 Project Listed
  • IT Solutions - Execute Your Concepts

    Established: 2004 - This makes us more than 21 years old! And trust us when we say that, in the IT industry, that's like a lot!...

    Location
    Ahmedabad, India
    Number of Employees
    100 - 249
    Average Hourly Rate
    $18/hr
  • Grow Your Business with Elite Code Wizards.

    Virtual Coders is a rising digital transformation firm from India, offering advanced AI-driven solutions to clients globally, driving increased revenue. Boasting a skilled team of over 40 professionals, we excel in comprehensive technology development and support. Our primary services encompass complex...

    Location
    Ahmedabad, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $25/hr
    Portfolios Count
    2 Projects Listed
  • Empowering Enterprises Through Digital Transformation

    Malgo Technologies is a forward-thinking digital transformation company specializing in innovative, scalable solutions that empower businesses to thrive in a tech-driven world. Our expertise spans AI/ML, AR/VR, IoT software, Big Data, analytics, cloud computing, DevOps, and cybersecurity...

    Location
    Madurai, India
    Number of Employees
    50 - 99
    Average Hourly Rate
    $20/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    1 Project Listed
  • Expert Data Services & Analytics

    Cybryne is an end-to-end analytics solutions provider helping organizations transform operations, reduce risk, and accelerate growth through actionable, outcome-driven insights. We combine strategy and execution to build scalable data platforms, streamline information flows, and turn complex data into...

    Location
    Chennai, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $30/hr
    Minimal Budget
    $1,000 - $10,000
  • Redefining Innovation

    Bitknob Innovation is a forward-thinking software development company delivering innovative digital solutions tailored for modern businesses. Specializing in custom software, web and mobile app development, AI integration, and cutting-edge tech consulting, we empower organizations to thrive in the digital...

    Location
    Mathura, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $25/hr
    Minimal Budget
    Under $1,000
  • Engineer Your Dream

    Eurycele is a multi-disciplinary technology studio specializing in end-to-end software development, game development, mobile applications, cloud solutions, and enterprise-grade digital products. We combine technical excellence with creative thinking to help businesses transform ideas into scalable...

    Location
    Dhanbad, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $40/hr
    Minimal Budget
    $1,000 - $10,000
  • From AI Ambition To Business Impact

    Agentora helps regulated enterprises move from AI ambition to adoption through a governance-first approach. Our platform fully automates AI discovery, readiness assessment, and transformation roadmap generation based on your actual data, technology landscape, and business priorities...

    Location
    Bhavnagarpura, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $50/hr
    Minimal Budget
    Under $1,000
  • Professionals For Your Innovation

    ProLance IT is a leading software development company based in India and the U.S., delivering custom web, mobile, and enterprise solutions since 2019. They specialize in full-stack development, UI/UX design, AI/ML, and staff augmentation. Serving clients across 15+ countries, ProLance IT combines innovation...

    Location
    Surat, India
    Number of Employees
    50 - 99
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    1 Project Listed
  • Navigating Your Digital Growth

    Diginautical is a full-stack software development company offering web development, mobile apps, AI solutions, and 2D/3D animation to drive business growth...

    Location
    Karachi, Pakistan
    Number of Employees
    50 - 99
    Average Hourly Rate
    $20/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    1 Project Listed
  • We Knockout The Competition

    TechnoBlick is a Pakistan-based technology company delivering web development, app design and development, SEO (technical, local, and programmatic), Google Ads management, marketing automation, and AI systems, including chatbots and RAG-based AI development for 120+ clients across 30+ countries, including the...

    Location
    Islamabad, Pakistan
    Number of Employees
    Under 49
    Average Hourly Rate
    $40/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    1 Project Listed
  • Innovative Web & Mobile App Development Company

    We create web and app solutions that stand out. Got an idea? Lets make it happen! Our expertise extends across Android, iOS, React Native, and React JS, ensuring your project shines on any platform. Lets bring your digital vision to life with cutting-edge technology...

    Location
    Bhavnagar, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $20/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    2 Projects Listed
  • Your AI Tech Partner

    Tron AI is a USA-based software development company with an R&D team in Eastern Europe. Founded by experienced developers from Fortune 100 corporations, we deliver custom software solutions using cutting-edge technologies and end-to-end development practices...

    Location
    Lahore, Pakistan
    Number of Employees
    Under 49
    Average Hourly Rate
    $35/hr
    Minimal Budget
    $1,000 - $10,000
  • Transform Your Business

    Rohmate is a digital growth and technology company helping businesses scale through websites, SEO, AI automation, branding, custom software, cloud solutions and consulting. We work with startups, local businesses, growing brands and enterprises to improve online visibility, operational efficiency and customer...

    Location
    Surat, India
    Number of Employees
    50 - 99
    Average Hourly Rate
    $36/hr
    Minimal Budget
    $1,000 - $10,000
  • Driving Digital Transformation With AI And Blockchain

    Beelockchain is a software development and digital transformation company specializing in AI and blockchain-integrated solutions that help businesses build scalable, secure, and high-performing digital solutions...

    Location
    Madurai, India
    Number of Employees
    100 - 249
    Average Hourly Rate
    $30/hr
    Minimal Budget
    $10,000 - $25,000
  • Smart Software Real Solutions

    Hamrix is a modern web and software development agency helping startups, SaaS companies, and businesses build high-performance digital products. We specialize in custom websites, scalable web applications, UI/UX design, eCommerce solutions, and AI-powered systems using modern technologies like Next.js, React...

    Location
    Karachi, Pakistan
    Number of Employees
    Under 49
    Average Hourly Rate
    $35/hr
    Minimal Budget
    $1,000 - $10,000
  • Intelligence Built For Impact

    Transform your business with AI automation and machine learning solutions from Niazi ML Solutions built for efficiency and scalable growth. By blending innovation, reliability, and performance, the company positions itself as a strategic technology partner for businesses ready to scale smarter and faster...

    Location
    Lahore, Pakistan
    Number of Employees
    Under 49
  • Transforming Ideas Into Digital Reality

    Global Key Info Solutions offers bespoke solutions for startups, SMEs, and enterprises. Towards this, we use modern technologies and frameworks, including the following:...

    Location
    Noida, India
    Number of Employees
    50 - 99
    Average Hourly Rate
    $100/hr
    Minimal Budget
    $1,000 - $10,000
  • Expert-Driven Digital Solutions, Tailored For Impact

    Rowthtech is a leading IT solutions provider specializing in mobile app and custom software development. We help businesses in healthcare, enterprise, and technology sectors accelerate digital transformation with innovative, scalable, and secure technology services...

    Location
    Chandigarh, India
    Number of Employees
    50 - 99
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $1,000 - $10,000
  • Delivering Excellence

    Protolabz eServices is a leading IT solutions company providing E-Commerce Web Development, Custom Web Design, Mobile App Development, Software Development, SEO, Graphic Designing, Web Hosting and Support to clients globally for the last 6+years. We are equipped with the latest industry technology;...

    Location
    Phagwara, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $1,000 - $10,000
  • Build Bold. Grow Smart. Power Your Brand with Web, Mobile & AR/VR Solutions

    Custom solutions, personal touchwe deliver digital success with precision, passion, and performance-driven growth across industries!...

    Location
    Ahmedabad, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $20/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    1 Project Listed
  • We Complete Your Business

    SARVAYA is a modern digital agency focused on helping startups, agencies, and growing businesses scale through web development, AI automation, SEO, and generative search optimization. Founded in 2024 and based in India, the agency positions itself as a fast-moving, execution-driven partner that combines...

    Location
    Jaipur, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $15/hr
    Minimal Budget
    Under $1,000
  • An Inquisitive, who focus on crafting meaningful experiences.

    Hello world! My name is Jagath Selvan, professional Product Designer who is crafting product experience. Currently based in Chennai, India...

    Location
    Chennai, India
    Number of Employees
    Under 49
    Portfolios Count
    1 Project Listed
  • Best Software development Company

    Rev9 Solutions: Your premier software development partner. Services include web and app development, AI, DevOps, product management, and digital marketing. Revolutionize your digital presence with us. Ready to collaborate?...

    Location
    Jhelum, Pakistan
    Number of Employees
    50 - 99
    Average Hourly Rate
    $15/hr
    Minimal Budget
    Under $1,000
    Portfolios Count
    1 Project Listed
  • Let's Aim Higher Together

    Pinakinvox is a DPIIT-recognized software and mobile app development company based in New Delhi, India, building custom software, mobile apps, UI/UX, and cloud-based solutions for startups and enterprises across the globe...

    Location
    Delhi, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $15/hr
    Minimal Budget
    Under $1,000
    Portfolios Count
    1 Project Listed
  • Building Logic, Bridging Success

    Where innovation meets collaboration to turn dreams into reality. Join us on a transformative journey in technology and consulting...

    Location
    Ahmedabad, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $15/hr
    Minimal Budget
    $1,000 - $10,000
  • Elevate Your Brand

    InnoKaRa Systems is a tech-forward agency crafting powerful digital experiences using PHP, Python (Django), React, Next.js, Node.js, and AI/ML. We specialize in building scalable, custom software solutions for startups, SMEs, and enterprises across the globe. From modern web apps to intelligent automation, we...

    Location
    Ahmedabad, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $25/hr
  • Your Brands Digital Healthcare Specialists

    Social Pill is an award-winning 360° digital marketing agency based in Mumbai, known for helping brands achieve measurable growth through strategic and creative digital solutions. Originally launched as a social media vertical under Paprika Idea Labs, it has evolved into a full-service agency working with...

    Location
    Mumbai, India
    Number of Employees
    50 - 99
    Minimal Budget
    $1,000 - $10,000
  • Work Together Grow Together

    Go-Tech Solution is a dynamic IT and digital solutions company based in Udaipur, dedicated to helping businesses grow through smart technology and strategic marketing. We craft high-performing websites, scalable mobile applications, powerful e-commerce platforms, and data-driven digital marketing campaigns...

    Location
    Udaipur, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $100/hr
  • Framing Ideas, One Line At A Time

    Hueframe is a premier software development firm specializing in the design and implementation of sophisticated ERP systems, mobile applications, custom enterprise solutions, and AI-powered technologies. Our expert team builds high-performance, scalable platforms that streamline business processes, enhance...

    Location
    Gurgaon, India
    Number of Employees
    Under 49
    Minimal Budget
    $1,000 - $10,000
  • Supercharge Your Business With AI

    Invivent helps startups and businesses grow faster with creative marketing, powerful websites, and high-impact digital solutions designed to boost visibility, engagement, and revenue...

    Location
    Noida, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $1,000 - $10,000
  • Innovative solutions for toughest problem.

    Centricwave LLP is a comprehensive full-stack digital service provider that offers end-to-end solutions to take your business to the next level. Our core focus is on achieving 10x growth for your organization, and we offer a range of services from web development to search engine optimization. As a global IT...

    Location
    Surat, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $1,000 - $10,000
  • Committed to Solutions

    eBrain is your trusted partner in the digital age. We offer a wide range of IT services, from web development and SEO to automation and chatbot development. Our team of skilled professionals is committed to delivering cutting-edge solutions that help your business thrive...

    Location
    Islamabad, Pakistan
    Number of Employees
    Under 49
    Average Hourly Rate
    $25/hr
    Minimal Budget
    Under $1,000
  • A Digital Marketing & Website Design Company

    MSM CoreTech Innovations is a team of thinkers, coders, graphic designers, and digital marketers who believe good tech should just work, cleanly, clearly, and without guesswork. In the last six years, we've worked with over 200 businesses across industries, building sites, improving digital presence...

    Location
    Jaipur, India
    Number of Employees
    50 - 99
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $1,000 - $10,000
  • Building Digital Aura.

    We build brand digital aura through websites and designing and automate them using AI and create AI workflows to optimize business operations...

    Location
    Aurangabad, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $20/hr
    Minimal Budget
    Under $1,000
  • Your design and tech partners

    Bluestream provides design and development solutions using latest technologies. We support you through your journey from inception to release working in an agile approach. We provide UX/UI, iOS and Android, Web applications and Dev Ops services. We also support your digital marketing journey...

    Location
    Goa, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $10/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    1 Project Listed
  • Software Solutions Provider.

    Pranathi Software Development, headquartered in Hyderabad, India, specializes in leveraging cutting-edge Artificial Intelligence and Machine Learning technologies to enhance the scalability and security of your business. We are a dedicated Artificial Intelligence (AI) and Machine Learning (ML) services...

    Location
    Hyderabad, India
    Number of Employees
    250 - 499
    Minimal Budget
    Under $1,000
    Portfolios Count
    1 Project Listed
  • mTouch Labs is a top-tier software development company in India, providing a wide range of web development and mobile app development services since 2011.We are a team of passionate people who solve complex problems through transformation aided by technology...

    Location
    Hyderabad, India
    Number of Employees
    50 - 99
    Minimal Budget
    $1,000 - $10,000
  • Digital + Innovators = Diginnovators

    We are the innovators who design and deliver digital solutions that spark growth and transformation.Diginnovators is a global digital partner helping startups and enterprises build scalable web and app solutions. With a focus on innovation, speed, and ROI, we deliver technology that drives business...

    Location
    Pune, India
    Number of Employees
    50 - 99
    Average Hourly Rate
    $25/hr
  • Bringing Your Vision To Life

    Volcor Software is a specialized technology partner led by a former 8-time Microsoft MVP. We transform complex business visions into high-performance digital reality using .NET MAUI, ASP.NET Core, and WPF. With a decade of experience and a global footprint spanning the USA, UK, and Europe, we excel in...

    Location
    Ahmedabad, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $30/hr
    Minimal Budget
    $1,000 - $10,000
  • Services That Scale With Your Business

    Based in Ahmedabad, we're the friendly tech partners who help businesses grow through smart software solutions. From web development to mobile apps, we turn your ideas into reality with cutting-edge technology and local expertise...

    Location
    Ahmedabad, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $50/hr
    Minimal Budget
    Under $1,000
  • Let's Say Things Better.

    At Seven Twenty Ten, we live 'Less is More'. Our Communication Design Philosophy is about being economic in elements while maximizing impact...

    Location
    Mumbai, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $100/hr
    Minimal Budget
    $1,000 - $10,000
  • Empower Your Digital Presence

    Caxtra is an AI-powered software development company that helps startups and growing businesses build intelligent digital products that drive innovation and business growth. The company specializes in custom software, web and mobile application development, AI integration, cloud solutions, and digital...

    Location
    Ahmedabad, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $7/hr
  • Smarter Tech, Brighter Business.

    DataByteWorks is an IT services company built on innovation, reliability, and lasting partnerships. With capabilities in software development, mobile and web platforms, cloud services, and emerging innovations such as AI and blockchain. We help organizations accelerate growth through scalable, future-ready...

    Location
    Ahmedabad, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $20/hr
    Minimal Budget
    $1,000 - $10,000
  • Your Trusted PartnerFor IT Solutions

    Nextryzer is your full-service digital growth partner, offering custom software development, modern website design, mobile app development (iOS & Android), and provides digital marketing services. We create user-focused solutions that help businesses grow faster...

    Location
    Ludhiana, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $14/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 ScopeTypical AI Use CasesCost 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 AINLP pipelines, computer vision, multi-agent workflows$150,000–$500,000+4–6 months
Enterprise-Scale AIPlatform-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 TypeTypical Use CaseTime to First Live Use Case
Proof of Concept (PoC) or MVPSimple chatbot, internal assistant, RAG prototype4–8 weeks
Mid-sized custom AI solution Invoice automation, CRM agent, analytics tools4–6 months
Enterprise AI platformMulti-agent systems, regulated workflows, supply chain AI9–18+ 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: 

AreaGenerative AI (GenAI)Non-GenAI (Traditional/Discriminative)
Core functionGenerates new contentAnalyzes or predicts from existing data
Typical outputText, images, audio, video, code, or summariesA label, a number, or a probability
FlexibilityHighMedium to low
PredictabilityLowerHigher
Risk profileHallucinations, data leakageModel bias, data quality
Best use casesAssistants, copilots, content, exploration Fraud detection, forecasting, optimization
Governance needsHighModerate

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 models10%
Ongoing model maintenance and monitoring10%

 

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