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.

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.

Industrial × $10,000 - $25,000 ×
  • AI automation for manufacturing · Custom software development · EU engineering teams

    Snotor designs and engineers AI-powered business systems, covering agentic AI, automated decision workflows, and AI orchestration layers across sales, operations, and product ecosystems. Founded in 2007, the agency positions itself as an execution partner rather than an experimentation vendor...

    Top Services:

    • AI Development
    • Software Development
    • Staff Augmentation
    • Web Development
    • Mobile App Development
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    Location
    Riga, Latvia
    Number of Employees
    50 - 99
    Average Hourly Rate
    $60/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    45 Projects Listed
  • Magneto IT Solutions

    VerifiedVerified by the DesignRush team for authenticity and credibility.
    Next-Gen Digital Commerce and Growth Marketing Partner

    Magneto IT Solutions is an AI-driven Digital Commerce and Growth Marketing Partner that helps B2B and B2C brands build, scale, and grow high-performance commerce ecosystems across North America, UK, Europe, MENA, Australia, and Asia to turn complex commerce challenges into digital solutions...

    Top Services:

    • Branding
    • AEO
    • AI Development
    • CRM Consulting
    • ERP Consulting
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    Location
    Texas City, Texas
    Number of Employees
    250 - 499
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    50 Projects Listed
  • AI & Software Development Company

    Intuz is an AI development company with 16+ years of enterprise delivery: 700+ products built, 54+ AI systems live in production today. AWS Consulting Partner and a Clutch Top Generative AI Company in 2026. Startups to Fortune 500s hire us when AI has to work on day 400, not just in the demo...

    Top Services:

    • AI Development
    • Software Development
    • IoT
    • Mobile App Development
    • eCommerce Development
    • Show more
    Location
    San Ramon, California
    Number of Employees
    50 - 99
    Average Hourly Rate
    $40/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    12 Projects Listed
  • Trust from concept to delivery

    Go Wombat engineers industrial IoT, AI and data systems for established businesses. We connect operational software, computer vision and enterprise data, with delivery experience in electronics quality control, SCADA monitoring and AdTech platforms...

    Top Services:

    • Software Development
    • AI Development
    • Mobile App Development
    • Cybersecurity
    • Big Data Analytics
    • Show more
    Location
    Tallinn, Estonia
    Number of Employees
    100 - 249
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    5 Projects Listed
  • AI transformation execution, LLM, OCR, custom software engineering, legacy modernization, UI/UX

    Azati specializes on agentic AI engineering, enterprise AI integration, Legacy-to-AI modernization, custom business software, web apps & UI design...

    Top Services:

    • Software Development
    • AI Development
    • Software Testing
    • Big Data Analytics
    • Mobile App Development
    • Show more
    Location
    Warsaw, Poland
    Number of Employees
    250 - 499
    Average Hourly Rate
    $40/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    12 Projects Listed
  • Custom software and AI for complex projects, with experience, quality and honesty. Since 2012.

    Mecexis is a custom software development studio based in Manresa (Barcelona), active since 2012. It designs and builds web and mobile applications, B2B e-commerce, management systems and artificial intelligence solutions for companies and startups. It integrates artificial intelligence into its clients' real...

    Top Services:

    • Software Development
    • AI Development
    • Web Development
    • Mobile App Development
    • eCommerce Development
    • Show more
    Location
    Manresa, Spain
    Number of Employees
    Under 49
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    4 Projects Listed
  • Reliable AI, Web & Mobile App Solutions for Growing Businesses

    WanderCode helps businesses build reliable digital products through AI development, web and mobile app development, UI/UX design, DevOps, software QA, and product development. We focus on practical solutions that solve real business problems, improve workflows, and support long-term growth...

    Top Services:

    • eCommerce Development
    • AI Development
    • Mobile App Development
    • Software Development
    • Software Testing
    • Show more
    Location
    Sheridan, Wyoming
    Number of Employees
    Under 49
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    1 Project Listed
  • Production-grade software & frontier AI for regulated industries

    BeevR is a senior, founder-led engineering team building production-grade software and frontier AI for healthcare, fintech, manufacturing and logistics. We build the unglamorous 99% first clean data, security, compliance, audit trails so the clever 1% survives real users and real data...

    Top Services:

    • Software Development
    • Mobile App Development
    • Staff Augmentation
    • Big Data Analytics
    • IT Services
    • Show more
    Location
    Hanoi, Vietnam
    Number of Employees
    50 - 99
    Average Hourly Rate
    $35/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    8 Projects Listed
  • Where Innovation Meets Excellence!

    Axix Technologies LLC USA delivers AI-powered enterprise software, SaaS platforms, and custom digital solutions. We help organizations streamline operations, automate workflows, and accelerate growth through ERP, HCM, AI, cloud, and software engineering services...

    Top Services:

    • Software Development
    • Cybersecurity
    • Web Development
    • AI Development
    • ERP Consulting
    • Show more
    Location
    Cheyenne, Wyoming
    Number of Employees
    50 - 99
    Average Hourly Rate
    $75/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    4 Projects Listed
  • Design Is Our Tool For Transformation

    Design3 is an independent, owner-managed design studio based in Hamburg. We help companies turn technological change, market shifts and evolving user expectations into physical and digital products. Our work combines research, strategy and design with early prototyping and implementation connecting user...

    Top Services:

    • Product Design
    • Digital Services
    • Creative Services
    • Design Services
    • AI Development
    • Show more
    Location
    Hamburg, Germany
    Number of Employees
    Under 49
    Average Hourly Rate
    $135/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    5 Projects Listed
  • Fluent In Digital. Focused On Impact

    We empower businesses / non-profits / communities with powerful technology solutions that shape their future...

    Top Services:

    • Mobile App Development
    • Software Development
    • AI Development
    • eCommerce Development
    • Blockchain
    • Show more
    Location
    Bakersfield, California
    Number of Employees
    50 - 99
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $10,000 - $25,000
  • AI implementation studio

    Hephon is an AI implementation studio working with businesses across the MENA region...

    Top Services:

    • AI Development
    • Software Development
    • Mobile App Development
    • IT Services
    • Business Consulting
    • Show more
    Location
    Beirut, Lebanon
    Number of Employees
    Under 49
    Average Hourly Rate
    $75/hr
    Minimal Budget
    $10,000 - $25,000
  • Interactive. Immersive. Engineered.

    Bcube Technology Services is a Dubai-based technology studio specializing in interactive, immersive, and real-time digital experiences. Its capabilities span AR/VR, game development, real-time 3D, interactive installations, web applications and portals, and native mobile applications, using technologies such...

    Top Services:

    • AI Development
    • VR/AR
    • Mobile App Development
    • Software Development
    • Blockchain
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    Location
    Dubai, United Arab Emirates
    Number of Employees
    Under 49
    Average Hourly Rate
    $120/hr
    Minimal Budget
    $10,000 - $25,000
  • Transforming Enterprise Operations with Agentic AI

    CogniAI helps commercial organizations and Government modernize operations through Agentic AI, intelligent automation, data engineering, geospatial intelligence, and enterprise AI platforms. Our expertise spans AI workflow orchestration, digital twins, data modernization, and secure AI solutions that improve...

    Top Services:

    • AI Development
    • Big Data Analytics
    • IT Services
    • CRM Consulting
    • ERP Consulting
    • Show more
    Location
    Leesburg, Virginia
    Number of Employees
    100 - 249
    Average Hourly Rate
    $80/hr
    Minimal Budget
    $10,000 - $25,000
  • HitOcean

    Custom software specialized in Artificial Intelligence and Cybersecurity...

    Top Services:

    • AI Development
    • Mobile App Development
    • Software Development
    • Staff Augmentation
    • Cybersecurity
    • Show more
    Location
    Buenos Aires, Argentina
    Number of Employees
    50 - 99
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $10,000 - $25,000
  • A gente faz o que wama.

    A Wama é um studio de design e desenvolvimento de produtos digitais em Campinas (SP), com atuação em todo o Brasil. Criamos sites em Framer, aplicativos, sistemas sob medida, branding e design systems. Primeiro studio Framer Expert PRO da América Latina, com mais de 200 projetos entregues e 6 anos de...

    Top Services:

    • Web Design
    • UI/UX Design
    • Web Development
    • AI Development
    • Mobile App Development
    • Show more
    Location
    Campinas, Brazil
    Number of Employees
    Under 49
    Average Hourly Rate
    $280/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    2 Projects Listed
  • Strategic Digital Development

    Newsoft is a Mexico-based software engineering company that develops custom web and mobile applications, AI agents, and managed digital platforms for businesses and technology teams. With more than 15 years of experience, the company provides end-to-end services spanning product design, AI-assisted software...

    Top Services:

    • Software Development
    • AI Development
    Location
    Mexico City, Mexico
    Number of Employees
    Under 49
    Average Hourly Rate
    $60/hr
    Minimal Budget
    $10,000 - $25,000
  • The Microsoft Dynamics 365 Partner UK Businesses Trust

    Mercurius IT is a Microsoft Solutions Partner delivering Dynamics 365 ERP, CRM, Power Platform, Azure, and AI solutions to businesses across the UK. We help organisations modernise operations through consulting, implementation, integration, migration, and managed services, with expertise in manufacturing...

    Top Services:

    • CRM Consulting
    • ERP Consulting
    • AI Development
    • Software Development
    • Cloud Consulting
    • Show more
    Location
    Milton Keynes, United Kingdom
    Number of Employees
    100 - 249
    Minimal Budget
    $10,000 - $25,000
  • Salesforce Consulting Partner

    Certified Salesforce Consulting Partner with an office in Miami and delivery teams across Latin America. Sales Cloud, Service Cloud, Agentforce and custom development, in your time zone and in English and Spanish...

    Top Services:

    • CRM Consulting
    • Business Consulting
    • Staff Augmentation
    • AI Development
    • Software Development
    • Show more
    Location
    Miami, Florida
    Number of Employees
    Under 49
    Average Hourly Rate
    $100/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    1 Project Listed
  • We Build And Implement Enterprise Digital Solutions

    With more than 24 years of experience, Neologix is an IT consulting and software development firm with offices in Saudi Arabia, the UAE, and India. We specialise in Microsoft 365 migrations, SharePoint development, Azure cloud architecture, and AI-driven automation, including Microsoft Copilot, delivering...

    Top Services:

    • Software Development
    • AI Development
    • Staff Augmentation
    • IT Services
    • IT Compliance Solution
    • Show more
    Location
    Riyadh Al Khabra, Saudi Arabia
    Number of Employees
    250 - 499
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $10,000 - $25,000
  • L'expertise IA au service de vos affaires.

    TechGuys est une agence de développement logiciel sur mesure basée à Montréal, Québec, fondée en 2020. Nous nous spécialisons dans le développement d'applications web, d'applications mobiles et l'intégration de l'intelligence artificielle.Ce qui nous distingue de nos concurrents montréalais, c'est...

    Top Services:

    • Mobile App Development
    • AI Development
    • eCommerce Development
    • Wearables
    • Web Development
    • Show more
    Location
    Montreal, Canada
    Number of Employees
    Under 49
    Average Hourly Rate
    $150/hr
    Minimal Budget
    $10,000 - $25,000
  • Tech Builds

    Cube is a Dutch software studio that works as your technology partner, not just a supplier. For nearly 15 years we have designed and built custom software: mobile apps, customer portals, platforms, websites and LMS solutions that keep critical processes running. We think along from strategy through build to...

    Top Services:

    • Software Development
    • AI Development
    • Digital Strategy
    • Digital Services
    • Mobile App Development
    • Show more
    Location
    Oldenzaal, Netherlands
    Number of Employees
    50 - 99
    Average Hourly Rate
    $150/hr
    Minimal Budget
    $10,000 - $25,000
  • Trusted by NASA · Built for Frontiers

    NASA-grade product engineering for regulated industries...

    Top Services:

    • Software Development
    • AI Development
    • Mobile App Development
    • Software Testing
    • IoT
    • Show more
    Location
    Middletown, Delaware
    Number of Employees
    Under 49
    Average Hourly Rate
    $199/hr
    Minimal Budget
    $10,000 - $25,000
  • Custom CRM And Business Systems

    UK software consultancy (formerly Smashed Crab Software) building custom CRM, quoting, operations and customer portal systems for established organisations that have outgrown spreadsheets or off-the-shelf tools. In-house analysts, developers and QA in Hull, Sheffield and London, with practical AI built in...

    Top Services:

    • Software Development
    • CRM Consulting
    • AI Development
    • ERP Consulting
    • Show more
    Location
    Kingston upon Hull, United Kingdom
    Number of Employees
    Under 49
    Average Hourly Rate
    $60/hr
    Minimal Budget
    $10,000 - $25,000
  • Enterprise-grade Software Engineering For Scalable Growth

    Zyntech Labs is a software development company specializing in custom software, website, and mobile app development for startups, SMEs, and enterprises. We design and build secure, scalable, and user-friendly digital solutions tailored to each client's business goals...

    Top Services:

    • Mobile App Development
    • Web Development
    • Software Development
    • UI/UX Design
    • Product Design
    • Show more
    Location
    Battle Creek, Michigan
    Number of Employees
    Under 49
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    1 Project Listed
  • US-Mexico Nearshore Software Factory In Your Timezone

    Enterprise software firm founded in 2018, headquartered in Monterrey, Mexico, with a U.S. entity in Laredo, Texas. We build and integrate software for companies that operate at scale, and staff dedicated engineering teams for U.S. clients in Central Standard Time...

    Top Services:

    • Software Development
    • Mobile App Development
    • AI Development
    • Software Testing
    • CRM Consulting
    • Show more
    Location
    Monterrey, Mexico
    Number of Employees
    Under 49
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $10,000 - $25,000
  • eCommerce Agency in Asia: Magento & Shopify Plus Certified

    TMO Group is an international eCommerce agency based in Singapore, Hong Kong, and Shanghai. We help brands launch, modernize, and grow commerce across Asia and global markets...

    Top Services:

    • eCommerce Development
    • UI/UX Design
    • Graphic Design
    • SEO
    • Branding
    • Show more
    Location
    Shanghai, China
    Number of Employees
    50 - 99
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    6 Projects Listed
  • Software that compounds. AI for SMBs.

    ACHVA Digital is an AI-native software studio that helps SMBs and funded founders cut out manual busywork and ship products that actually hold up in production. Rather than selling pilots or billing by the hour, they diagnose your real bottleneck firstthen build fixed-bid solutions in weeks, not months...

    Top Services:

    • CRM Consulting
    • IT Services
    • IT Compliance Solution
    • AI Development
    • Mobile App Development
    • Show more
    Location
    New York City, New York
    Number of Employees
    Under 49
    Average Hourly Rate
    $60/hr
    Minimal Budget
    $10,000 - $25,000
  • Solutions technologiques pour entreprises au Maroc depuis 1999

    Somayar est un intégrateur technologique marocain basé à Rabat, spécialisé depuis 1999 dans les solutions de billettique et SAEIV pour le transport urbain, la radiocommunication professionnelle Hytera, les systèmes d'extinction automatique d'incendie Protecfire, la géolocalisation GPS et la gestion de...

    Top Services:

    • Digital Strategy
    • Wearables
    • IoT
    • Software Testing
    • AI Development
    • Show more
    Location
    Rabat, Morocco
    Number of Employees
    50 - 99
    Average Hourly Rate
    $100/hr
    Minimal Budget
    $10,000 - $25,000
  • AI. Search. Growth.

    DGTL Agence is an AI-driven digital growth agency helping brands become more visible, discoverable and competitive across Google, AI search and digital channels. We combine AI SEO, GEO, AEO, digital branding, web development, performance marketing and social media to turn digital visibility into measurable...

    Top Services:

    • Digital Strategy
    • Design Services
    • Branding
    • Creative Services
    • Web Design
    • Show more
    Location
    Istanbul, Turkey
    Number of Employees
    Under 49
    Average Hourly Rate
    $100/hr
    Minimal Budget
    $10,000 - $25,000
  • The AI Reimagination Company

    Techjays is an AI development company helping businesses reimagine how work gets done with AI. Combining AI consulting and AI development services, Techjays identifies high-value business workflows, redesigns processes around AI, and builds production-ready systems that deliver measurable outcomes...

    Top Services:

    • Software Testing
    • Software Development
    • Mobile App Development
    • Web Development
    • UI/UX Design
    • Show more
    Location
    Menlo Park, California
    Number of Employees
    100 - 249
    Average Hourly Rate
    $200/hr
    Minimal Budget
    $10,000 - $25,000
  • Custom Operations Systems For Growing Businesses

    OpsMavix builds custom operations systems that help growing businesses replace spreadsheets, manual work, and disconnected tools with one clear source of truth. We focus on inventory, workflows, reporting, automation, and internal business apps that give teams more control and less chaos...

    Top Services:

    • eCommerce Development
    • Software Development
    • ERP Consulting
    • CRM Consulting
    • ECM Consulting
    • Show more
    Location
    London, United Kingdom
    Number of Employees
    Under 49
    Average Hourly Rate
    $70/hr
    Minimal Budget
    $10,000 - $25,000
  • Impacto Digifin | AI Banking Platform & Fintech Software for Banks and NBFCs

    Impacto Digifin delivers AI-powered banking software for banks, NBFCs, credit unions, and microfinance institutions including LOS, AML/KYC, digital onboarding, mobile banking, and back-office automation...

    Top Services:

    • Creative Services
    • AI Development
    Location
    Bengaluru, India
    Number of Employees
    50 - 99
    Average Hourly Rate
    $10/hr
    Minimal Budget
    $10,000 - $25,000
  • Product Engineering Company

    If you want to develop or modify smart, digital or intelligent products , CoreFragment Technologies can guide you throughout end to end product development with consultative approach...

    Top Services:

    • Mobile App Development
    • Software Development
    • IoT
    • AI Development
    • Wearables
    • Show more
    Location
    Ahmedabad, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $10,000 - $25,000
  • Transforming Businesses

    ARIT is where enterprise experience meets modern technology. With a 300+ member engineering team and provien experience building mission-critical platforms for financial services , wealth, insurance, and finance, we bring the scale and discipline of an enterprise technology organization to every project. We...

    Top Services:

    • Logo Design
    • Web Design
    • eCommerce Development
    • Software Testing
    • AI Development
    • Show more
    Location
    Jodhpur, India
    Number of Employees
    250 - 499
    Average Hourly Rate
    $60/hr
    Minimal Budget
    $10,000 - $25,000
  • Powering The Worlds Digital Future

    Cloud4C helps enterprises build a stronger digital foundation through cloud technology, security, and managed IT expertise. From modernizing legacy environments and managing hybrid and multi-cloud infrastructure to supporting SAP workloads and strengthening cybersecurity, Cloud4C enables organizations to...

    Top Services:

    • Digital Services
    • Digital Strategy
    • Web Development
    • UI/UX Design
    • AI Development
    • Show more
    Location
    Hyderabad, India
    Number of Employees
    1000 & Up
    Average Hourly Rate
    $75/hr
    Minimal Budget
    $10,000 - $25,000

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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

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%